Flip Tanedo presented work on warped dark sectors at the KIAS HEP-PH seminar. The talk reviewed dark sectors and theories with extra dimensions. In a warped dark sector, dark matter interacts with standard model particles through a bulk mediator particle. Having many Kaluza-Klein modes of the mediator leads to qualitatively different behavior compared to a few mediators. On-shell particles produced with high momentum in the UV brane may cascade decay into lower modes through bulk self-interactions, staying below the position-dependent cutoff of the effective field theory. This opacity allows timelike momenta to propagate through the extra dimension without violating EFT validity.
Searches for new physics at LHC within the Higgs sector. Step 2: Defining the...Raquel Gomez Ambrosio
We discuss the Effective field theory bottom-up approach, and show some examples of its application for VH production at LHC. We find some interesting results regarding the applicability of the perturbative expansion. Finally we discuss the Pseudo Observable approach as a tool for New Physics searches at LHC.
In this second lecture, I will discuss how to calculate polarization in terms of Berry phase, how to include GW correction in the real-time dynamics and electron-hole interaction.
Computational Displays in 4D, 6D, 8D
We have explored how light propagates from thin elements into a volume for viewing for both automultiscopic displays and holograms. In particular, devices that are typically connected with geometric optics, like parallax barriers, differ in treatment from those that obey physical optics, like holograms. However, the two concepts are often used to achieve the same effect of capturing or displaying a combination of spatial and angular information. Our work connects the two approaches under a general framework based in ray space, from which insights into applications and limitations of both parallax-based and holography-based systems are observed.
Both parallax barrier systems and the practical holographic displays are limited in that they only provide horizontal parallax. Mathematically, this is equivalent to saying that they can always be expressed as a rank-1 matrix (i.e, a matrix in which all the columns are linearly related). Knowledge of this mathematical limitation has helped us to explore the space of possibilities and extend the capabilities of current display types. In particular, we have designed a display that uses two LCD panels, and an optimisation algorithm, to produce a content-adaptive automultiscopic display (SIGGRAPH Asia 2010).
(Joint work with R Horstmeyer, Se Baek Oh, George Barbastathis, Doug Lanman, Matt Hirsch and Yunhee Kim) http://cameraculture.media.mit.edu
In other work we have developed a 6D optical system that responds to changes in viewpoint as well as changes in surrounding light. Our lenticular array alignment allows us to achieve such a system as a passive setup, omitting the need for electrical components. Unlike traditional 2D flat displays, our 6D displays discretize the incident light field and modulate 2D patterns in order to produce super-realistic (2D) images. By casting light at variable intensities and angles onto our 6D displays, we can produce multiple images as well as store greater information capacity on a single 2D film (SIGGRAPH 2008).
Ramesh Raskar joined the Media Lab from Mitsubishi Electric Research Laboratories in 2008 as head of the Lab’s Camera Culture research group. His research interests span the fields of computational photography, inverse problems in imaging and human-computer interaction. Recent inventions include transient imaging to look around a corner, next generation CAT-Scan machine, imperceptible markers for motion capture (Prakash), long distance barcodes (Bokode), touch+hover 3D interaction displays (BiDi screen), low-cost eye care devices (Netra) and new theoretical models to augment light fields (ALF) to represent wave phenomena.
In 2004, Raskar received the TR100 Award from Technology Review, which recognizes top young innovators under the age of 35, and in 2003, the Global Indus Technovator Award, instituted at MIT to recognize the top 20 Indian technology innovators worldwide. In 2009, he was awarded a Sloan Research Fellowship. In 2010, he received the Darpa Young Faculty award. He holds over 40 US patents and has received four Mitsubishi Electric Invention Awards. He is currently co-authoring a book on Computational Photography. http://raskar.info
Brandt - Superconductors and Vortices at Radio Frequency Magnetic Fieldsthinfilmsworkshop
Superconductors and Vortices at Radio Frequency Magnetic Fields (Ernst Helmut Brandt - 50')
Speaker: Ernst Helmut Brandt - Max Planck Institute for Metals Research, D-70506 Stuttgart, Germany | Duration: 50 min.
Abstract
After an introduction to superconductivity and Abrikosov vortices, the statics and dynamics of pinned and unpinned vortices in bulk and thin film superconductors is presented. Particular interesting is the case of Niobium, which has a Ginzburg-Landau parameter near 0.71, the boundary between type-I and type-II superconductors. This causes the appearance of a so called type-II/1 state in which the vortex lattice forms round or lamellar domains that are surrounded by ideally superconducting Meissner state. This state has been observed by decoration experiments and by small-angle neutron scattering.
Also considered are the ac losses caused at the surface of clean superconductors, in particular Niobium, in the Meissner state, when no vortices have yet penetrated. The linear ac response is then xpressed by a complex resistivity or complex magnetic penetration depth, or by a surface impedance. At higher amplitudes, several effects can make the response nonlinear and increase the ac losses.
In particular, at sharp edges or scratches of a rough surface the magnetic field is strongly enhanced by demagnetization effects and the induced current may reach its depairing limit, leading to the nucleation of short vortex segments. Strong ac losses appear when such vortex segments oscillate. In high-quality microwave cavities the nucleation of vortices has thus to be avoided. Once nucleated, some vortices may remain in the superconductor even when the applied magnetic field goes through zero. This phenomenon of flux-trapping is caused by weak pinning in the bulk or by surface pinning.
Searches for new physics at LHC within the Higgs sector. Step 2: Defining the...Raquel Gomez Ambrosio
We discuss the Effective field theory bottom-up approach, and show some examples of its application for VH production at LHC. We find some interesting results regarding the applicability of the perturbative expansion. Finally we discuss the Pseudo Observable approach as a tool for New Physics searches at LHC.
In this second lecture, I will discuss how to calculate polarization in terms of Berry phase, how to include GW correction in the real-time dynamics and electron-hole interaction.
Computational Displays in 4D, 6D, 8D
We have explored how light propagates from thin elements into a volume for viewing for both automultiscopic displays and holograms. In particular, devices that are typically connected with geometric optics, like parallax barriers, differ in treatment from those that obey physical optics, like holograms. However, the two concepts are often used to achieve the same effect of capturing or displaying a combination of spatial and angular information. Our work connects the two approaches under a general framework based in ray space, from which insights into applications and limitations of both parallax-based and holography-based systems are observed.
Both parallax barrier systems and the practical holographic displays are limited in that they only provide horizontal parallax. Mathematically, this is equivalent to saying that they can always be expressed as a rank-1 matrix (i.e, a matrix in which all the columns are linearly related). Knowledge of this mathematical limitation has helped us to explore the space of possibilities and extend the capabilities of current display types. In particular, we have designed a display that uses two LCD panels, and an optimisation algorithm, to produce a content-adaptive automultiscopic display (SIGGRAPH Asia 2010).
(Joint work with R Horstmeyer, Se Baek Oh, George Barbastathis, Doug Lanman, Matt Hirsch and Yunhee Kim) http://cameraculture.media.mit.edu
In other work we have developed a 6D optical system that responds to changes in viewpoint as well as changes in surrounding light. Our lenticular array alignment allows us to achieve such a system as a passive setup, omitting the need for electrical components. Unlike traditional 2D flat displays, our 6D displays discretize the incident light field and modulate 2D patterns in order to produce super-realistic (2D) images. By casting light at variable intensities and angles onto our 6D displays, we can produce multiple images as well as store greater information capacity on a single 2D film (SIGGRAPH 2008).
Ramesh Raskar joined the Media Lab from Mitsubishi Electric Research Laboratories in 2008 as head of the Lab’s Camera Culture research group. His research interests span the fields of computational photography, inverse problems in imaging and human-computer interaction. Recent inventions include transient imaging to look around a corner, next generation CAT-Scan machine, imperceptible markers for motion capture (Prakash), long distance barcodes (Bokode), touch+hover 3D interaction displays (BiDi screen), low-cost eye care devices (Netra) and new theoretical models to augment light fields (ALF) to represent wave phenomena.
In 2004, Raskar received the TR100 Award from Technology Review, which recognizes top young innovators under the age of 35, and in 2003, the Global Indus Technovator Award, instituted at MIT to recognize the top 20 Indian technology innovators worldwide. In 2009, he was awarded a Sloan Research Fellowship. In 2010, he received the Darpa Young Faculty award. He holds over 40 US patents and has received four Mitsubishi Electric Invention Awards. He is currently co-authoring a book on Computational Photography. http://raskar.info
Brandt - Superconductors and Vortices at Radio Frequency Magnetic Fieldsthinfilmsworkshop
Superconductors and Vortices at Radio Frequency Magnetic Fields (Ernst Helmut Brandt - 50')
Speaker: Ernst Helmut Brandt - Max Planck Institute for Metals Research, D-70506 Stuttgart, Germany | Duration: 50 min.
Abstract
After an introduction to superconductivity and Abrikosov vortices, the statics and dynamics of pinned and unpinned vortices in bulk and thin film superconductors is presented. Particular interesting is the case of Niobium, which has a Ginzburg-Landau parameter near 0.71, the boundary between type-I and type-II superconductors. This causes the appearance of a so called type-II/1 state in which the vortex lattice forms round or lamellar domains that are surrounded by ideally superconducting Meissner state. This state has been observed by decoration experiments and by small-angle neutron scattering.
Also considered are the ac losses caused at the surface of clean superconductors, in particular Niobium, in the Meissner state, when no vortices have yet penetrated. The linear ac response is then xpressed by a complex resistivity or complex magnetic penetration depth, or by a surface impedance. At higher amplitudes, several effects can make the response nonlinear and increase the ac losses.
In particular, at sharp edges or scratches of a rough surface the magnetic field is strongly enhanced by demagnetization effects and the induced current may reach its depairing limit, leading to the nucleation of short vortex segments. Strong ac losses appear when such vortex segments oscillate. In high-quality microwave cavities the nucleation of vortices has thus to be avoided. Once nucleated, some vortices may remain in the superconductor even when the applied magnetic field goes through zero. This phenomenon of flux-trapping is caused by weak pinning in the bulk or by surface pinning.
LightFields.jl: Fast 3D image reconstruction for VR applications - Hector And...PyData
Virtual Reality plays the leading role on the new media revolution with Light Field reconstruction as a common technique for content generation.High industrial interests make this technique hard to understand and implement, I will present a novel method to reconstruct the depth of objects in images.
Quantum gravitational corrections to particle creation by black holesSérgio Sacani
We calculate quantum gravitational corrections to the amplitude for the emission of a Hawking particle
by a black hole. We show explicitly how the amplitudes depend on quantum corrections to the exterior
metric (quantum hair). This reveals the mechanism by which information escapes the black hole. The
quantum state of the black hole is reflected in the quantum state of the exterior metric, which in turn
influences the emission of Hawking quanta.
We present an ab-initio real-time based computational approach to nonlinear optical properties in Condensed Matter systems. The equation of mot ions, and in particular the coupling of the electrons with the external electric field, are derived from the Berry phase formulation of the dynamical polarization. The zero-field Hamiltonian includes crystal local field effects, the renormalization of the independent particle energy levels by correlation and excitonic effects within the screened Hartree- Fock self-energy operator. The approach is validated by calculating the second-harmonic generation of SiC and AlAs bulk semiconductors : an excellent agreement is obtained with existing ab-initio calculations from response theory in frequency domain . We finally show applications to the second-harmonic generation of CdTe the third-harmonic generation of Si.
Reference :
Real-time approach to the optical properties of solids and nanostructures : Time-dependent Bethe-alpeter equation Phys. Rev. B 84, 245110 (2011)
Nonlinear optics from ab-initio by means of the dynamical Berry-phase
C. Attaccalite and M. Gruning Phys. Rev. B 88 (23), 235113 (2013)
A preponderance of scientific evidence over the last hundred years tells us that our galaxy is filled with an unknown substance called dark matter. In fact, there is five times as much dark matter in the universe than there is ordinary matter: we are swimming in an ocean of dark matter and we have no firm idea what it is. We suspect that dark matter is composed of undiscovered elementary particles whose properties may, in turn, unlock some of the most pressing open questions in fundamental physics. So why haven't we figured out how to study dark matter in the lab, and why should we be optimistic that we may make progress in the coming decades?
LightFields.jl: Fast 3D image reconstruction for VR applications - Hector And...PyData
Virtual Reality plays the leading role on the new media revolution with Light Field reconstruction as a common technique for content generation.High industrial interests make this technique hard to understand and implement, I will present a novel method to reconstruct the depth of objects in images.
Quantum gravitational corrections to particle creation by black holesSérgio Sacani
We calculate quantum gravitational corrections to the amplitude for the emission of a Hawking particle
by a black hole. We show explicitly how the amplitudes depend on quantum corrections to the exterior
metric (quantum hair). This reveals the mechanism by which information escapes the black hole. The
quantum state of the black hole is reflected in the quantum state of the exterior metric, which in turn
influences the emission of Hawking quanta.
We present an ab-initio real-time based computational approach to nonlinear optical properties in Condensed Matter systems. The equation of mot ions, and in particular the coupling of the electrons with the external electric field, are derived from the Berry phase formulation of the dynamical polarization. The zero-field Hamiltonian includes crystal local field effects, the renormalization of the independent particle energy levels by correlation and excitonic effects within the screened Hartree- Fock self-energy operator. The approach is validated by calculating the second-harmonic generation of SiC and AlAs bulk semiconductors : an excellent agreement is obtained with existing ab-initio calculations from response theory in frequency domain . We finally show applications to the second-harmonic generation of CdTe the third-harmonic generation of Si.
Reference :
Real-time approach to the optical properties of solids and nanostructures : Time-dependent Bethe-alpeter equation Phys. Rev. B 84, 245110 (2011)
Nonlinear optics from ab-initio by means of the dynamical Berry-phase
C. Attaccalite and M. Gruning Phys. Rev. B 88 (23), 235113 (2013)
A preponderance of scientific evidence over the last hundred years tells us that our galaxy is filled with an unknown substance called dark matter. In fact, there is five times as much dark matter in the universe than there is ordinary matter: we are swimming in an ocean of dark matter and we have no firm idea what it is. We suspect that dark matter is composed of undiscovered elementary particles whose properties may, in turn, unlock some of the most pressing open questions in fundamental physics. So why haven't we figured out how to study dark matter in the lab, and why should we be optimistic that we may make progress in the coming decades?
Presentation about ParticleBites.com efforts in the context of sustainability as part of the Sustainable HEP 2nd ed. workshop. https://indico.cern.ch/event/1160140/timetable/
Presented at the 2022 APS April Meeting, session Z05.00009
Abstract: We present a novel approach for student assessment in large physics lecture courses on student-recorded videos. Students record 5-minute videos teaching how to solve a problem to other students and are partially graded based on peer reviews from other students. After piloting this method during COVID-19 remote teaching over the last year and a half, we have found encouraging indications that it (1) promotes student self-efficacy and metacognition, (2) builds in a deeper engagement with the material, (3) encourages student creativity, (4) develops technical and critical communication ability, and (5) avoids long-standing issues with digital plagiarism. Though the method was developed during pandemic teaching, we propose that aspects can be readily applied to in-person teaching and scales with class size. We comment on the potential to support diverse student retention in physics and outline potential pedagogical trade-offs of this method.
Invited talk at the American Physical Society April Meeting, 9 April 2022.
Like many physical systems, the challenge to make physics more equitable is multiscale. The way in which one perceives and is able to change inequities changes over the early phase of an academic career. These changes reflect the scope of one's academic community, the evolving set of career incentives, and a growing ability to directly influence institutional norms. In this talk we provide a framework for how we engage with equity as early career academics. From this framework, we highlight the ways in which early career academics are uniquely qualified to affect change, and the ways institutions can ensure that these academics continue to be agents for positive change as mid-career scientists.
Talk for the 26th Fr. Ciriaco Pedrosa, O.P. Memorial Lecture Series and 8th International Symposium on Mathematics and Physics at the University of Santo Tomas (Manila, Philippines). Presented remotely on Nov 26, 2021
The use of Nauplii and metanauplii artemia in aquaculture (brine shrimp).pptxMAGOTI ERNEST
Although Artemia has been known to man for centuries, its use as a food for the culture of larval organisms apparently began only in the 1930s, when several investigators found that it made an excellent food for newly hatched fish larvae (Litvinenko et al., 2023). As aquaculture developed in the 1960s and ‘70s, the use of Artemia also became more widespread, due both to its convenience and to its nutritional value for larval organisms (Arenas-Pardo et al., 2024). The fact that Artemia dormant cysts can be stored for long periods in cans, and then used as an off-the-shelf food requiring only 24 h of incubation makes them the most convenient, least labor-intensive, live food available for aquaculture (Sorgeloos & Roubach, 2021). The nutritional value of Artemia, especially for marine organisms, is not constant, but varies both geographically and temporally. During the last decade, however, both the causes of Artemia nutritional variability and methods to improve poorquality Artemia have been identified (Loufi et al., 2024).
Brine shrimp (Artemia spp.) are used in marine aquaculture worldwide. Annually, more than 2,000 metric tons of dry cysts are used for cultivation of fish, crustacean, and shellfish larva. Brine shrimp are important to aquaculture because newly hatched brine shrimp nauplii (larvae) provide a food source for many fish fry (Mozanzadeh et al., 2021). Culture and harvesting of brine shrimp eggs represents another aspect of the aquaculture industry. Nauplii and metanauplii of Artemia, commonly known as brine shrimp, play a crucial role in aquaculture due to their nutritional value and suitability as live feed for many aquatic species, particularly in larval stages (Sorgeloos & Roubach, 2021).
DERIVATION OF MODIFIED BERNOULLI EQUATION WITH VISCOUS EFFECTS AND TERMINAL V...Wasswaderrick3
In this book, we use conservation of energy techniques on a fluid element to derive the Modified Bernoulli equation of flow with viscous or friction effects. We derive the general equation of flow/ velocity and then from this we derive the Pouiselle flow equation, the transition flow equation and the turbulent flow equation. In the situations where there are no viscous effects , the equation reduces to the Bernoulli equation. From experimental results, we are able to include other terms in the Bernoulli equation. We also look at cases where pressure gradients exist. We use the Modified Bernoulli equation to derive equations of flow rate for pipes of different cross sectional areas connected together. We also extend our techniques of energy conservation to a sphere falling in a viscous medium under the effect of gravity. We demonstrate Stokes equation of terminal velocity and turbulent flow equation. We look at a way of calculating the time taken for a body to fall in a viscous medium. We also look at the general equation of terminal velocity.
BREEDING METHODS FOR DISEASE RESISTANCE.pptxRASHMI M G
Plant breeding for disease resistance is a strategy to reduce crop losses caused by disease. Plants have an innate immune system that allows them to recognize pathogens and provide resistance. However, breeding for long-lasting resistance often involves combining multiple resistance genes
ANAMOLOUS SECONDARY GROWTH IN DICOT ROOTS.pptxRASHMI M G
Abnormal or anomalous secondary growth in plants. It defines secondary growth as an increase in plant girth due to vascular cambium or cork cambium. Anomalous secondary growth does not follow the normal pattern of a single vascular cambium producing xylem internally and phloem externally.
Richard's aventures in two entangled wonderlandsRichard Gill
Since the loophole-free Bell experiments of 2020 and the Nobel prizes in physics of 2022, critics of Bell's work have retreated to the fortress of super-determinism. Now, super-determinism is a derogatory word - it just means "determinism". Palmer, Hance and Hossenfelder argue that quantum mechanics and determinism are not incompatible, using a sophisticated mathematical construction based on a subtle thinning of allowed states and measurements in quantum mechanics, such that what is left appears to make Bell's argument fail, without altering the empirical predictions of quantum mechanics. I think however that it is a smoke screen, and the slogan "lost in math" comes to my mind. I will discuss some other recent disproofs of Bell's theorem using the language of causality based on causal graphs. Causal thinking is also central to law and justice. I will mention surprising connections to my work on serial killer nurse cases, in particular the Dutch case of Lucia de Berk and the current UK case of Lucy Letby.
Toxic effects of heavy metals : Lead and Arsenicsanjana502982
Heavy metals are naturally occuring metallic chemical elements that have relatively high density, and are toxic at even low concentrations. All toxic metals are termed as heavy metals irrespective of their atomic mass and density, eg. arsenic, lead, mercury, cadmium, thallium, chromium, etc.
Deep Behavioral Phenotyping in Systems Neuroscience for Functional Atlasing a...Ana Luísa Pinho
Functional Magnetic Resonance Imaging (fMRI) provides means to characterize brain activations in response to behavior. However, cognitive neuroscience has been limited to group-level effects referring to the performance of specific tasks. To obtain the functional profile of elementary cognitive mechanisms, the combination of brain responses to many tasks is required. Yet, to date, both structural atlases and parcellation-based activations do not fully account for cognitive function and still present several limitations. Further, they do not adapt overall to individual characteristics. In this talk, I will give an account of deep-behavioral phenotyping strategies, namely data-driven methods in large task-fMRI datasets, to optimize functional brain-data collection and improve inference of effects-of-interest related to mental processes. Key to this approach is the employment of fast multi-functional paradigms rich on features that can be well parametrized and, consequently, facilitate the creation of psycho-physiological constructs to be modelled with imaging data. Particular emphasis will be given to music stimuli when studying high-order cognitive mechanisms, due to their ecological nature and quality to enable complex behavior compounded by discrete entities. I will also discuss how deep-behavioral phenotyping and individualized models applied to neuroimaging data can better account for the subject-specific organization of domain-general cognitive systems in the human brain. Finally, the accumulation of functional brain signatures brings the possibility to clarify relationships among tasks and create a univocal link between brain systems and mental functions through: (1) the development of ontologies proposing an organization of cognitive processes; and (2) brain-network taxonomies describing functional specialization. To this end, tools to improve commensurability in cognitive science are necessary, such as public repositories, ontology-based platforms and automated meta-analysis tools. I will thus discuss some brain-atlasing resources currently under development, and their applicability in cognitive as well as clinical neuroscience.
The ability to recreate computational results with minimal effort and actionable metrics provides a solid foundation for scientific research and software development. When people can replicate an analysis at the touch of a button using open-source software, open data, and methods to assess and compare proposals, it significantly eases verification of results, engagement with a diverse range of contributors, and progress. However, we have yet to fully achieve this; there are still many sociotechnical frictions.
Inspired by David Donoho's vision, this talk aims to revisit the three crucial pillars of frictionless reproducibility (data sharing, code sharing, and competitive challenges) with the perspective of deep software variability.
Our observation is that multiple layers — hardware, operating systems, third-party libraries, software versions, input data, compile-time options, and parameters — are subject to variability that exacerbates frictions but is also essential for achieving robust, generalizable results and fostering innovation. I will first review the literature, providing evidence of how the complex variability interactions across these layers affect qualitative and quantitative software properties, thereby complicating the reproduction and replication of scientific studies in various fields.
I will then present some software engineering and AI techniques that can support the strategic exploration of variability spaces. These include the use of abstractions and models (e.g., feature models), sampling strategies (e.g., uniform, random), cost-effective measurements (e.g., incremental build of software configurations), and dimensionality reduction methods (e.g., transfer learning, feature selection, software debloating).
I will finally argue that deep variability is both the problem and solution of frictionless reproducibility, calling the software science community to develop new methods and tools to manage variability and foster reproducibility in software systems.
Exposé invité Journées Nationales du GDR GPL 2024
Comparing Evolved Extractive Text Summary Scores of Bidirectional Encoder Rep...University of Maribor
Slides from:
11th International Conference on Electrical, Electronics and Computer Engineering (IcETRAN), Niš, 3-6 June 2024
Track: Artificial Intelligence
https://www.etran.rs/2024/en/home-english/
Nucleophilic Addition of carbonyl compounds.pptxSSR02
Nucleophilic addition is the most important reaction of carbonyls. Not just aldehydes and ketones, but also carboxylic acid derivatives in general.
Carbonyls undergo addition reactions with a large range of nucleophiles.
Comparing the relative basicity of the nucleophile and the product is extremely helpful in determining how reversible the addition reaction is. Reactions with Grignards and hydrides are irreversible. Reactions with weak bases like halides and carboxylates generally don’t happen.
Electronic effects (inductive effects, electron donation) have a large impact on reactivity.
Large groups adjacent to the carbonyl will slow the rate of reaction.
Neutral nucleophiles can also add to carbonyls, although their additions are generally slower and more reversible. Acid catalysis is sometimes employed to increase the rate of addition.
Phenomics assisted breeding in crop improvementIshaGoswami9
As the population is increasing and will reach about 9 billion upto 2050. Also due to climate change, it is difficult to meet the food requirement of such a large population. Facing the challenges presented by resource shortages, climate
change, and increasing global population, crop yield and quality need to be improved in a sustainable way over the coming decades. Genetic improvement by breeding is the best way to increase crop productivity. With the rapid progression of functional
genomics, an increasing number of crop genomes have been sequenced and dozens of genes influencing key agronomic traits have been identified. However, current genome sequence information has not been adequately exploited for understanding
the complex characteristics of multiple gene, owing to a lack of crop phenotypic data. Efficient, automatic, and accurate technologies and platforms that can capture phenotypic data that can
be linked to genomics information for crop improvement at all growth stages have become as important as genotyping. Thus,
high-throughput phenotyping has become the major bottleneck restricting crop breeding. Plant phenomics has been defined as the high-throughput, accurate acquisition and analysis of multi-dimensional phenotypes
during crop growing stages at the organism level, including the cell, tissue, organ, individual plant, plot, and field levels. With the rapid development of novel sensors, imaging technology,
and analysis methods, numerous infrastructure platforms have been developed for phenotyping.
1. f l i p . t a n e d o @ u c r. e d u KIAS HEP-PH SEMINAR
Warped Dark Sector
Flip Tanedo
Nov 3, 2020
Near-conformal mediators
1906.02199, 1910.02972, 2002.12335 …
work with
Sylvain Fichet
Philippe Brax
Lexi Costantino
Kuntal Pal
Ian Chaffey
2. f l i p . t a n e d o @ u c r. e d u KIAS HEP-PH SEMINAR 49
Warped dark sector
New phenomena with bulk mediators
1906.02199, 1910.02972, 2002.12335 …
2
• Breakdown of narrow width
approximation at high KK number
• Application to dark matter:
bulk mediator with low KK scale
• e.g. Soft bomb suppression
• e.g. fractional power potential
• Possibilities for rich
phenomenology?
3. f l i p . t a n e d o @ u c r. e d u KIAS HEP-PH SEMINAR 49
Brief summary of prior work by others
Apologies for incompleteness, please let me know of major omissions
• 0801.4015 Hebecker & von Harling “Sequestered Dark Matter”
• 1002.2967 Gherghetta & von Harling “A warped model of dark matter”
• 1203.6646 von Harling & McDonald “Secluded DM, Hidden CFT”
• 1912.10588 Buyukdag “Partially Composite Dynamical DM”
• 2004.14403 Bernal et al. “KK FIMP DM in Warped XD”
• 2006.01840 Betzios et al. “Global Sym., hidden sectors & emergent interactions”
+ unparticles (e.g. 0902.3676), Hidden Valley manifestations
3
1905.05779 Sylvain Fichet “Opacity and Effective Field Theory in AdS”
theoretical framework
4. f l i p . t a n e d o @ u c r. e d u KIAS HEP-PH SEMINAR 49
Outline
4
Review: dark sectors
Review: 5D
opacity vs.
narrow widths
cascade decays
self-interactions
Chris Burden, Urban Light, 2008
LedCrafter: etsy.com/listing/686581274
5. f l i p . t a n e d o @ u c r. e d u KIAS HEP-PH SEMINAR 49
Outline
Lamp posts
5
Chris Burden, Urban Light, 2008
LedCrafter: etsy.com/listing/686581274
6. f l i p . t a n e d o @ u c r. e d u KIAS HEP-PH SEMINAR
Chris Burden, Urban Light, 2008, Los Angeles County Museum of Art; photo courtesy of @neohumanity via Instagram
Lamp posts for dark matter models (many of them)
7. f l i p . t a n e d o @ u c r. e d u KIAS HEP-PH SEMINAR
Axion
All sorts of dark matter candidates
… we are ignoring several classes,
including some very well motivated &
exciting scenarios
8. f l i p . t a n e d o @ u c r. e d u KIAS HEP-PH SEMINAR
WIMP
Weakly-interacting massive particle
Direct interaction with ordinary matter;
typically byproduct of theories of
electroweak naturalness
Template example: neutralino
Status: endangered species
9. f l i p . t a n e d o @ u c r. e d u KIAS HEP-PH SEMINAR
Dark
Sectors
Dark matter + mediator
Dark matter is totally neutral.
Interacts through a light mediator particle
Assumption: single (few) mediator model
captures phenomenology of many explicit
theories.
Standard Model
Mediator
Dark Matter
10. f l i p . t a n e d o @ u c r. e d u KIAS HEP-PH SEMINAR 49
See, e.g. Dark Sectors 2016 1608.08632
10
e
e
e
e
e
e
e
e
e e
capture
a
n
n
i
h
i
l
a
t
i
o
n
A0
A0
INDIRECT DIRECT PRODUCTION
SELF
Standard Model
Mediator
Dark Matter
SM
SM
SM SM
11. f l i p . t a n e d o @ u c r. e d u KIAS HEP-PH SEMINAR
Dark
Sector
Dark matter + mediator
Dark matter is totally neutral.
Interacts through a light mediator particle
Assumption: single (few) mediator model
captures phenomenology of many explicit
theories.
Standard Model
Mediator
Dark Matter
12. f l i p . t a n e d o @ u c r. e d u KIAS HEP-PH SEMINAR
5D Dark
Sector
Dark matter + 5D mediator
Dark matter is totally neutral.
Interacts through a bulk mediator particle
Assumption: behavior of many KK modes
is qualitatively different from that of a few
mediators.
… not obvious from our experiences with
standard 5D BSM model building!
Standard Model
5D Mediator
Dark Matter
LedCrafter:
etsy.com/listing/686581274
13. f l i p . t a n e d o @ u c r. e d u KIAS HEP-PH SEMINAR 49
Outline
Lessons from the fifth dimension
13
Chris Burden, Urban Light, 2008
LedCrafter: etsy.com/listing/686581274
14. f l i p . t a n e d o @ u c r. e d u KIAS HEP-PH SEMINAR 49
14
UV brane IR brane
elementary composite
~conformal
A dual description of a conformal sector
A slice of AdS5
15. f l i p . t a n e d o @ u c r. e d u KIAS HEP-PH SEMINAR 49
The RS1 model
electroweak hierarchy
Randall & Sundrum hep-ph/9905221
15
Higgs Boson
IR brane-localized
Top quark
IR brane leaning
electron
UV brane leaning
composite
elementary
TeV-1
MPl-1
only a few
KK modes relevant
Zero mode profiles
16. f l i p . t a n e d o @ u c r. e d u KIAS HEP-PH SEMINAR 49
Warped Dark Sector
Brax, Fichet, Tanedo: 1906.02199
16
UV brane
IR brane
standard
model
mediator
?
Goal is not the hierarchy
many KK modes!
e.g.
dark matter:
either brane
17. f l i p . t a n e d o @ u c r. e d u KIAS HEP-PH SEMINAR 49
Outline
Opacity in the fifth dimension
17
Chris Burden, Urban Light, 2008
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18. f l i p . t a n e d o @ u c r. e d u KIAS HEP-PH SEMINAR 49
AdS5 as an effective field theory
Fichet: 1905.05779; Brax, Fichet, Tanedo: 1906.02199; Costantino, Fichet, Tanedo: 2002.12335
18
ENERGY
SCA
E
5D flat (scales shorter than curvature)
5D theory breaks down
5D warped
4D EFT with contact interactions
many KK modes
few KK modes
is also warped down
See work by Sylvain Fichet
I will focus on 5D picture
19. f l i p . t a n e d o @ u c r. e d u KIAS HEP-PH SEMINAR 49
Opacity: cutoff is position–dependent
c.f. RS1 solution to the hierarchy problem
EFT perspective: higher-order interaction dominates for momenta of this order:
Costantino, Fichet, Tanedo: 2002.12335
19
Alternatively, for fixed
4-momentum p, this is
a limit on the distance z
from the UV brane
20. f l i p . t a n e d o @ u c r. e d u KIAS HEP-PH SEMINAR 49
Obvious for space-like momentum
Space-like momentum exchange related to range of potential
20
e 1: t-channel diagrams generating long-range forces in the
sent strong dynamics.
Max 4-momentum for
UV brane correlation function
to reach IR brane z~1/μ
21. f l i p . t a n e d o @ u c r. e d u KIAS HEP-PH SEMINAR 49
ENERGY
SCA
E
AdS5 as an effective field theory
What happens at Λμ/k ?
Fichet: 1905.05779; Brax, Fichet, Tanedo: 1906.02199; Costantino, Fichet, Tanedo: 2002.12335
21
5D flat (scales shorter than curvature)
5D theory breaks down
5D warped
4D EFT with contact interactions
RS2-like theory (one brane)
Continuum states
RS1-like (two branes)
Discrete KK modes
IR brane “decouples”
22. f l i p . t a n e d o @ u c r. e d u KIAS HEP-PH SEMINAR 49
Not obvious: true for time-like momentum?
What happens to high-momentum, on-shell probes?
Brax, Fichet, Tanedo: 1906.02199
22
?
Puzzle: high-p on-shell particle
produced in the UV.
If it reaches the IR, then it
exceeds the theory’s cutoff.
What happens to it?
23. f l i p . t a n e d o @ u c r. e d u KIAS HEP-PH SEMINAR 49
Possible loophole: maybe it decays?
23
proposal: maybe you end up
with a cascade of lower-mass
particles.
By splitting energy between
many final states, you stay
below the z-dependent cutoff.
24. f l i p . t a n e d o @ u c r. e d u KIAS HEP-PH SEMINAR 49
Mechanism: bulk field self-interactions
Assume ɸ3 bulk interaction (model for any non-self-interaction)
causes ɸ to decay into lower
Kaluza–Klein modes
Fichet: 1905.05779, Costantino, Fichet, Tanedo: 2002.12335
24
Consistent with mɸ ≪ Λ
5D loop factor
imaginary contribution to 1PI self
energy at loop-level
25. f l i p . t a n e d o @ u c r. e d u KIAS HEP-PH SEMINAR 49
Outline
Cascade decays: opacity for timelike four-momenta
25
Chris Burden, Urban Light, 2008
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26. f l i p . t a n e d o @ u c r. e d u KIAS HEP-PH SEMINAR 49
“Soft Bomb”
Model: bulk scalar mediator
Fichet: 1905.05779; Brax, Fichet, Tanedo: 1906.02199; Costantino, Fichet, Tanedo: 2002.12335
26
BULK
MEDI
U
B
E
I
B
E
erms. Here M2
is a bulk mass parameter that will control the
articularly important parameter that shows up in the following
↵2
⌘ M2
R2
+ 4 . (3.2)
[ ] = 3/2. The BF bound states that ↵2
0. See (4.7) of
of this bound is that one may have negative bulk mass2
while
ecause AdS provides a positive contribution to the energy.
otion
e may integrate the kinetic term by parts.
p ⇤ MN ⇤ p MN
Conformal scaling dimension: ɑ=Δ-2
Bulk mass parameter
RmUV + (2 ↵) ) mUV = k [(2 ↵) bUV] . (3.30)
ventions. Sylvain writes the UV brane mass with the opposite sign so that
nd bSyl.
UV = bUV. As a result, the boundary mass terms take the form:
yl. = k
h⇣
2 ↵ + bSyl.
UV
⌘
(z R) + (↵ 2 + bIR) (z R0
)
i
| |2
. (3.31)
my boundary mass terms are
L =
1
R
[(2 ↵ bUV) (z R) + (↵ 2 + bIR) (z R0
)] | |2
. (3.32)
6
bIR ⌘ RmIR + (2 ↵) ) mIR = k [ (2 ↵) + bIR] .
This is a standard definition, but is not often explicitly derived. Analogously for the u
0 = c1 [ mUV + @z] z2
J↵(mnz) + c2(· · · )
= c1 [( RmUV + (2 ↵)) RJ↵(mnz) + mnRJ↵ 1(mnz)] + c2(· · · )
= c1 [bUVRJ↵(mnz) + mnRJ↵ 1(mnz)] + c2(· · · ),
where we have defined the uv brane dimensionless bulk mass parameter
bUV = RmUV + (2 ↵) ) mUV = k [(2 ↵) bUV] .
A note on conventions. Sylvain writes the UV brane mass with the opposite s
MSyl.
UV = mUV and bSyl.
UV = bUV. As a result, the boundary mass terms take the form
LSyl. = k
h⇣
2 ↵ + bSyl.
UV
⌘
(z R) + (↵ 2 + bIR) (z R0
)
i
| |2
.
By comparison, my boundary mass terms are
1 0 2
unction for z > z0 is
(z, z0
< z) =
i⇡R
2
✓
zz0
R2
◆2
JyUV(pz0) JyIR(pz)
f
Jy(p)
(4.3)
the method of variations, Appendix B, using the solutions to the homogeneous
u(z) = z2
J↵(pz) v(z) = z2
Y↵(pz) , (4.4)
he propagator depends on boundary functions e
J and e
Y , which are boundary
he homogeneous solutions:
Free propagator
Controls zero mode mass
27. f l i p . t a n e d o @ u c r. e d u KIAS HEP-PH SEMINAR 49
Mixed position–momentum propagator
27
where p2
is the norm of the Minkowski four-momentum. One may use the method of variations to
obtain the propagator with respect to the homogeneous solutions, see Appendix B:
G(z, z0
) =
i⇡
2R3
h
e
JUV
↵ z2
<Y↵(pz<) e
Y UV
↵ z2
<J↵(pz<)
i h
e
JIR
↵ z2
>Y↵(pz>) e
Y IR
↵ z2
>J↵(pz>)
i
e
JUV
↵
e
Y IR
↵
e
Y UV
↵
e
JIR
↵
, (3.9
3
Also see: https://physics.stackexchange.com/q/143601 and references therein.
4
unction for z > z0 is
(z, z0
< z) =
i⇡R
2
✓
zz0
R2
◆2
JyUV(pz0) JyIR(pz)
f
Jy(p)
(4.3)
the method of variations, Appendix B, using the solutions to the homogeneous
z> ⌘ max(z, z0
). The e
Y and e
J are shorthand for the boundary operator
solutions, for example:
e
JUV
↵ ⌘ BUV
⇥
z2
J↵(pz)
⇤
z=R
. (3.10)
e boundary conditions:
+ UV (R) = 0 BIR
(z) = ↵IR
0
(R0
) + IR (R0
) = 0 . (3.11)
of motion on the boundaries. This, in turn, depends on the Lagrangian
ecomposition
osition is
perturbing about a stable vacuum because AdS provides a positive contribu
3.1 Bulk Equation of Motion
To derive the equation of motion, we may integrate the kinetic term by part
p
g|@ |2
= @M
p
g ⇤
gMN
@N
⇤
@M
p
ggMN
@N
The bulk equation of motion is
O = @M
p
ggMN
@N
p
gM2
= 0 .
In RS the di↵erential operator maps onto:
O =
✓
R
z
◆3
"
@2
z
3
z
@z + p2
✓
R
z
◆2
M2
#
.
The integration by parts with respect to @z generates surface terms at R0
an
Z R0 Z
p
Z
p p
Solution to homogeneous equation
Boundary equation of motion
Acting on homogeneous solution
e.g. solution by method of variations
28. f l i p . t a n e d o @ u c r. e d u KIAS HEP-PH SEMINAR 49
Incorporating of self-energy
Fichet 1905.05779 Section 5: Dressed Propagator
28
as they do in 4D Minkowski space. Including these e↵ects corresponds to evaluati
ng 1/N2
e↵ect on the propagator of the strongly coupled dual theory; in our case this
2
/k.
cus on bulk self-energy corrections from a cubic self-interaction. Brane-localized se
only modify the boundary conditions and are thus unimportant for our purposes.
o the free propagator, the Green’s function equation for the dressed propagator satisfi
DX (X, X0
)
1
p
g
Z
dY ⇧(X, Y ) (Y, X0
) =
i
p
g
(5)
(X X0
) , (4
calculation of diagrams in AdS has recently been an intense topic of research, see e.g. [51–56] for lo
ams and [57–60] for developments in position–momentum space. Throughout this paper we instead
te propagators.
9
n of motion, we may integrate the kinetic term by parts.
p
g|@ |2
= @M
p
g ⇤
gMN
@N
⇤
@M
p
ggMN
@N . (3.3
motion is
O = @M
p
ggMN
@N
p
gM2
= 0 . (3.4
operator maps onto:
O =
✓
R
z
◆3
"
@2
z
3
z
@z + p2
✓
R
z
◆2
M2
#
. (3.5
rts with respect to @z generates surface terms at R0
and R:
propagator + Π
eral case works similarly. The final result is found to be
Im⇧p(z, z0
) ⇡
1
8⇡
2 k2
2( + 1) 2( + 2)
1
(kz)3(kz0)3
✓
z<
4z>
◆2 +2
. (37)
At that point we have a simple expression for the 1PI insertion. However it is still
local and it is thus difficult to solve the dressed equation of motion. To go further
shall use a position space version of the narrow width approximation (NWA). The
ition space NWA amounts to a @5 expansion of ⇧ where the @5 derivatives act on the
pagator. 9 It can be equivalently seen as an expansion over the basis of the Dirac
a’s derivatives,
⇧p(z, z0
) = F0(z) (z z0
) F1(z) 0
(z z0
) +
F2(z)
2
00
(z z0
) + . . . . (38)
s can be directly obtained from the dressed equation of motion Eq. (31), where ⇧p
onvoluted with p. The coefficients of the expansion of the ⇧p distribution in Dirac
ta’s derivative are found to be given by the moments of the distribution, 10
Z
Local expansion of self-energy (5D narrow width approx.)
Affects argument of
homogeneous solutions
Small deformations of free solution
29. f l i p . t a n e d o @ u c r. e d u KIAS HEP-PH SEMINAR 49
Incorporating self-energy
Fichet 1905.05779 ,Section 5: Dressed Propagator; quantitative results: Fichet & Costantino (in preparation)
29
2 5
and gives solutions where, in top of a complex Bessel function order and z-dependent
phase, the argument of the Bessel function is also changed. Showing only this last e↵ect
for simplicity, the solutions take the form
z2
J↵
pz
p
1 + iC2
2/2k
!
, z2
Y↵
pz
p
1 + iC2
2/2k
!
. (45)
This deformation is the important one, because it changes the phase of the Bessel’s
function argument. As a consequence, there are no poles along the real axis, and the
Bessel functions rather have an exponential behaviour controlled by the imaginary part
of the argument. The full propagator in the presence of this deformation is given by the
free propagator Eq. (11) where p is replaced by p/
p
1 + iC2
2/2k ⇡ p(1 iC2
2/4k).
In the p & 1/z> region, for timelike momentum the propagator behaves therefore as
p z, z0
/ e C2
2/4k pz>
. (46)
From this result we conclude that bulk interactions induce an exponential suppression
of the propagator: the IR region of the Lorentzian AdS background is opaque. This
is a quantum e↵ect, unlike the case of spacelike momentum where suppression occurs
in the free propagator, the suppression is here controlled by the interaction-dependent,
loop-induced parameter C2
2/4k.
The e
Y and e
J are shorthand for the boundary operator
xample:
BUV
⇥
z2
J↵(pz)
⇤
z=R
. (3.10)
ditions:
BIR
(z) = ↵IR
0
(R0
) + IR (R0
) = 0 . (3.11)
e boundaries. This, in turn, depends on the Lagrangian
1
p
R
X
n
f(n)
(z) (n)
(x) . (3.12)
✓
R
◆3 ✓
R
◆5
2
#
f(n)
(z)
Bulk self-interaction shifts
momentum into complex plane.
Higher KK modes have larger
widths (expected)
Re
Im
30. f l i p . t a n e d o @ u c r. e d u KIAS HEP-PH SEMINAR 49
Opacity for timelike momenta
4D Narrow width approximation breaks down (due to interactions)
Higher Kaluza–Klein modes have more phase space for decays and hence larger
widths. Eventually these widths merge into a continuum rather than a sequence
of Breit–Wigner resonances. n.b. resonances are also not diagonal
See also Dynamical Dark Matter realization, Brooks, Dienes et al. 1610.04112, 1912.10588
30
Not to be confused with
Multiparticle continuum
one-“particle” states
31. f l i p . t a n e d o @ u c r. e d u KIAS HEP-PH SEMINAR 49
ENERGY
SCA
E
AdS5 as an effective field theory
What happens at Λμ/k ?
31
5D flat (scales shorter than curvature)
5D theory breaks down
5D warped
4D EFT with contact interactions
RS2-like theory (one brane)
Continuum states
RS1-like (two branes)
Discrete KK modes
IR brane “decouples”
Similarity to unparticle dynamics is not coincidental, e.g. Friedland et al. 0902.3676
32. f l i p . t a n e d o @ u c r. e d u KIAS HEP-PH SEMINAR 49
What happens to the ‘soft bomb’ event?
Produce a high-p mode on the UV brane…
More on soft bomb pheno, see Knapen et al. 1612.00850
32
33. f l i p . t a n e d o @ u c r. e d u KIAS HEP-PH SEMINAR 49
Cascade Recursion Relation
See also, e.g. treatment of unstable particles in (review): Phys.Part.Nucl. 45 (2014), Kuksa “Unstable States in QFT”
33
cascade decay composed of 1 ! 2 branchings coming from a
an initial state is
⇧N |MN |2
⌘
1
2M0
Z
(2⇡)4
d N |MN |2
, (12.1)
factor and M0 is the [would-be] mass of the initial excitation.
spect to d N , the phase space element defined in the pdg that
e these cascades, my collaborators Sylvain and Lexi developed
that relates an N-final state cascade to an (N + 1)-final state
ombs
n 5 of [7]. Assume a cascade decay composed of 1 ! 2 branchings coming from a
. The decay rate for an initial state is
N =
1
2M0
Z
d⇧N |MN |2
⌘
1
2M0
Z
(2⇡)4
d N |MN |2
, (12.1)
propriate phase space factor and M0 is the [would-be] mass of the initial excitation.
write this out with respect to d N , the phase space element defined in the pdg that
In order to investigate these cascades, my collaborators Sylvain and Lexi developed
te recursion relation that relates an N-final state cascade to an (N + 1)-final state
cascade:
The decay rate for an N-final state cascade is
N =
1
2M0
N
X
fin.
Z
d N (2⇡)4
|MN |2
,
where d N is the N-body phase space factor that contains the overall momentum-conservin
The sum is over the distinguishable configurations of the N final states. A convenient sh
write an N particle amplitude for a particular final state with respect to its ‘last’ vertex at
ay rate for an N-final state cascade is
N =
1
2M0
N
X
fin.
Z
d N (2⇡)4
|MN |2
, (12.2)
N is the N-body phase space factor that contains the overall momentum-conserving -function.
m is over the distinguishable configurations of the N final states. A convenient shorthand is to
N particle amplitude for a particular final state with respect to its ‘last’ vertex at z = u,:
MN =
Z R0
R
du AN (u)fn(u) , (12.3)
N (u) corresponds to the blob in the blob diagrams above. The decay rate is thus
N =
2M0
N 1
X
fin.
X
n
Z
d N (2⇡)4
Z R0
R
du AN (u)fn(u)
Z R0
R
du0
AN (u0
)⇤
fn(u0
)⇤
. (12.4)
at we have written
N
X
fin.
=
N 1
X
fin.
X
n
, (12.5)
‘figurative’ notation to mean that we’ve explicitly separated the sum over the kk modes fn of
he decay rate for an N-final state cascade is
N =
1
2M0
N
X
fin.
Z
d N (2⇡)4
|MN |2
,
here d N is the N-body phase space factor that contains the overall momentum-conserving
he sum is over the distinguishable configurations of the N final states. A convenient shor
ite an N particle amplitude for a particular final state with respect to its ‘last’ vertex at z
MN =
Z R0
R
du AN (u)fn(u) ,
here AN (u) corresponds to the blob in the blob diagrams above. The decay rate is thus
Z Z Z
Distinguishable
Final states
1
34. f l i p . t a n e d o @ u c r. e d u KIAS HEP-PH SEMINAR 49
Cascade Recursion Relation
Trick: replace KK sum with discontinuity across spectral representation
34
MN =
Z R0
R
du AN (u)fn(u) , (12.3)
AN (u) corresponds to the blob in the blob diagrams above. The decay rate is thus
N =
2M0
N 1
X
fin.
X
n
Z
d N (2⇡)4
Z R0
R
du AN (u)fn(u)
Z R0
R
du0
AN (u0
)⇤
fn(u0
)⇤
. (12.4)
hat we have written
N
X
fin.
=
N 1
X
fin.
X
n
, (12.5)
s ‘figurative’ notation to mean that we’ve explicitly separated the sum over the kk modes fn of
ernal state we’ve singled out. The power of this observation is that we may use the integral trick
to replace the kk sum with a spectral integral with respect to the discontinuity of the propagator
the real line:
N
X
n=n0
fn(z)fn(z0
)A(m2
n; z, z0
) =
1
2⇡
Z m2
N
m2
n0
d⇢ A(⇢; z, z0
) Disc⇢
h
p
⇢(z, z0
)
i
. (12.6)
33
1
N
X
fin.
=
N 1
X
fin.
X
n
, (12
which is ‘figurative’ notation to mean that we’ve explicitly separated the sum over the kk modes fn
the external state we’ve singled out. The power of this observation is that we may use the integral tr
(10.5) to replace the kk sum with a spectral integral with respect to the discontinuity of the propaga
across the real line:
N
X
n=n0
fn(z)fn(z0
)A(m2
n; z, z0
) =
1
2⇡
Z m2
N
m2
n0
d⇢ A(⇢; z, z0
) Disc⇢
h
p
⇢(z, z0
)
i
. (12
33
X(z, z0
) =
N
X
n=n0
fn(z)fn(z0
)A(m2
n; z, z0
) .
We can convert the sum over kk wavefunctions into a contour integral over the magnitude of
momentum:
X(z, z0
) =
1
2⇡
I
C
d⇢ Gp
⇢(z, z0
)A(⇢; z, z0
) .
The contour C is a series of counter-clockwise loops around the n0 through Nth poles. This is man
true with the kk decomposition of G(z, z0), but the real power is that one may replace it with t
position-space propagator. Furthermore, one may deform the series of loops into a single counter-cloc
contour that encloses the desired poles:
=)
29
35. f l i p . t a n e d o @ u c r. e d u KIAS HEP-PH SEMINAR 49
Cascade Recursion Relation
35
rate for an N-final state cascade is
N =
1
2M0
N
X
fin.
Z
d N (2⇡)4
|MN |2
, (12.
is the N-body phase space factor that contains the overall momentum-conserving -functio
s over the distinguishable configurations of the N final states. A convenient shorthand is
at in the propagators we have written p = p
p2 .15 For a scalar decay there is no angular
nce in the two-body rate. We thus have
R
d⌦mn = 4⇡ so that
N+1 =
2
2M0
N 1
X
fin.
Z
d N
Z
dp2
m dp2
n
Z
d2
u d2
v
Z
dq2
1/2(q2, p2
1, p2
2)
64⇡4q2
A(u)A(u0
)⇤
⇥
✓
R2
vv0
◆5
q(u, v) q(u0
, v0
)⇤
Discp2
m
⇥
pm (v, v0
)
⇤
Discp2
n
⇥
pn (v, v0
)
⇤
. (12.16)
AdS/CFT
that the continua tend to decay near kinematic threshold. The cascades gives rise to soft spherical
final states, in accordance with former results from both gravity and CFT sides.
Integrating over p2
1, p2
2, v, and v0
, we have
PM+1 =C↵
X
FS(M 1)
(2⇡)4
Z
d M
Z
dq2
k
⇣q
k
⌘2↵
Z
du
Z
du0
IM (u) I⇤
M (u0
)(ku)2+↵
(ku0
)2+↵
, (5.11)
where the constant prefactor is
C↵ =
84(1 ↵) 2
↵4⇡4k
✓
(1 ↵) sin(⇡↵)
(1 + ↵)
◆2 |(2 + 3↵)4↵
(↵ + 2) (1 ↵)
(1+↵)
ei↵⇡
|2
(2 + 3↵)2(2 + ↵)2(1 + ↵)2
. (5.12)
One may replace the dq2
in favor of a sum over the continuum of KK final states by applying (5.5).
This yields a recursion relation
PM+1 = r
Z X
FS(M)
Z
du IM (u)fn(u)
2
(2⇡)4
d n = r PM . (5.13)
The fact that one obtains a simple relation is a consequence of the integrand having a specific
momentum dependence and is nontrivial. This relation is clearly useful since it can be used to
give an estimate of a total rate with arbitrary number of legs.
The recursion coefficient r is given by
r ⌘
2
k
1
10241+↵
1
2⇡3↵3
|(2 + 3↵)4↵
(2 + ↵) (1 ↵)
(1+↵)
ei↵⇡
|2
(2 + 3↵)2(2 + ↵)2(1 + ↵)2
!
(1 ↵) sin(⇡↵)
(1 + ↵)
. (5.14)
Even for the strongly coupled case, 2
⇠ `5k, this coefficient is much smaller than one.
small
Källén triangle function
36. f l i p . t a n e d o @ u c r. e d u KIAS HEP-PH SEMINAR 49
Cascade exponential suppression
Opacity at work
36
ENERGY
SCA
E
5D warped continuum
RS2-like theory (one brane)
Continuum states
5D warped KK regime
RS1-like (two branes)
Discrete KK modes
37. f l i p . t a n e d o @ u c r. e d u KIAS HEP-PH SEMINAR 49
Killer Application
Annihilation into Mediators
• Not too heavy: mediators are in the KK
regime and are valid asymptotic states
• Heavy DM: mediators in the
continuum, rate appears to be
suppressed because narrow width
approximation breaks down
37
BULK
MEDI
U
B
E
I
B
E
Consider: dark matter on UV brane
annihilating into mediators
(e.g. for thermal freeze out)
38. f l i p . t a n e d o @ u c r. e d u KIAS HEP-PH SEMINAR 49
Outline
Fractional-power self-interactions
38
Chris Burden, Urban Light, 2008
LedCrafter: etsy.com/listing/686581274
39. f l i p . t a n e d o @ u c r. e d u KIAS HEP-PH SEMINAR 49
Self-Interacting Dark Matter
Ignore visible matter: what is the signature of dark interactions?
Modern incarnation: Tulin, Yu, Zurek (1302.3898), Review: Tulin & Yu (1705.02358)
39
e 1: t-channel diagrams generating long-range forces in the
sent strong dynamics.
Mediator exchange induces a long range potential between dark matter.
Dark matter scattering can exchange energy, halo cores become isothermal.
4D: Yukawa
40. f l i p . t a n e d o @ u c r. e d u KIAS HEP-PH SEMINAR 49
2
s
s
-
-
y.
)
-
d
e
o
r
1 cm
2 êg
10 cm
2 êg
100 cm
2 êg
0.1 cm
2 êg
sêm = 0.01 cm
2 êg
10 50 100 500 1000 5000
1
10
102
103
104
Xv HkmêsL
Xsvêm
Hcm
2
êg
â
kmêsL
Self-Interacting Dark Matter
Kaplinghat, Tulin, Yu (1508.03339)
40
0.1 cm2/g
clusters
1 cm2/g
Dwarfs, LSB
simulation
mχ ~100 GeV
mΦ ~10 MeV
constant σv
41. f l i p . t a n e d o @ u c r. e d u KIAS HEP-PH SEMINAR 49
SIDM: rich phase structure
Tulin, Yu, Zurek (1302.3898)
41
FIG. 1: Colored regions show parameter points (a, b) within our numerical scan, with the corresponding
values of T k2/(4⇡) (left) and `max (right) at each point. The classical, Born, and resonant regimes are
delineated by solid lines.
mX = 200 GeV
mf = 1 MeV
aX = 10-2
v = 1000 kmês
sT
clas
êmX
0 200 400 600 800 1000 1200 1400
-0.03
-0.02
-0.01
0.00
0.01
{max
s
T
êm
X
Hcm
2
êgL
mX=200 GeV
aX=10-2
v=10 kmês
Classical Resonant Born
0.001 0.01 0.1 1
10-8
10-5
0.01
10
104
107
mf HGeVL
s
T
êm
X
Hcm
2
êgL
FIG. 2: Left: Numerical calculation of T /mX, truncated at fixed `max, showing convergence with in-
creasing `max. The parameter point chosen corresponds to the classical regime with an attractive potential.
The convergence to the classical analytic result shown by dashed line. Right: Numerical calculation (solid
blue) of T /mX versus m , showing convergence to the classical analytical formula (dotted pink) and Born
Perturbative
(Born approx)
Non-perurbative
Coulomb scattering
Resonant
No analytic expressions
Fix velocity & coupling scan over mediator mass
42. f l i p . t a n e d o @ u c r. e d u KIAS HEP-PH SEMINAR 49
What happens with an ensemble of mediators?
Sum of Yukawas with different ranges
Chaffey, Fichet, Tanedo (in progress)
42
= 1 + 2 + 3 + . . .
Figure 1: The t-channel exchange diagram can be represented as an infinite sum of t-channel exchanges
of KK modes. In this representation it is easy to see that the potential is an infinite sum of Yukawa
potentials. The existence of a zero mode depends on the values of ↵ and bUV.
2.4 Bulk Self-Interactions and the Continuum Regime
In (2.5) we neglected to consider higher order self-interactions for the bulk scalar. However in
principle, these interactions can exist and may lead to significant phenomenological e↵ects. Cubic
5D
X(z, z0
) =
N
X
n=n0
fn(z)fn(z0
)A(m2
n; z, z0
) . (10.2)
an convert the sum over kk wavefunctions into a contour integral over the magnitude of the 4-
ntum:
X(z, z0
) =
1
2⇡
I
C
d⇢ Gp
⇢(z, z0
)A(⇢; z, z0
) . (10.3)
ontour C is a series of counter-clockwise loops around the n0 through Nth poles. This is manifestly
with the kk decomposition of G(z, z0), but the real power is that one may replace it with the 5D
on-space propagator. Furthermore, one may deform the series of loops into a single counter-clockwise
ur that encloses the desired poles:
=) (10.4)
29
Sum over KK poles Discontinuity across branch cut
43. f l i p . t a n e d o @ u c r. e d u KIAS HEP-PH SEMINAR 49
Fractional-power self-interacting potential
With Ian Chaffey and Sylvain Fichet
43
egime if one considers bulk self-interactions. Using the identities
nd (2z) = ⇡ 1/2
22z 1
(z) (z + 1/2) we find that the potential is gi
V (r) =
2
2⇡3/2
(3/2 ↵)
(1 ↵)
1
r
✓
1
kr
◆2 2↵
Q(2 2↵, m1r)
uppression on the scattering potential, standard numerical techniques fail since p
ymptotic states.
7
X(z, z0
) =
N
X
n=n0
fn(z)fn(z0
)A(m2
n; z, z0
) . (10.2
can convert the sum over kk wavefunctions into a contour integral over the magnitude of the 4
mentum:
X(z, z0
) =
1
2⇡
I
C
d⇢ Gp
⇢(z, z0
)A(⇢; z, z0
) . (10.3
e contour C is a series of counter-clockwise loops around the n0 through Nth poles. This is manifestl
e with the kk decomposition of G(z, z0), but the real power is that one may replace it with the 5D
ition-space propagator. Furthermore, one may deform the series of loops into a single counter-clockwis
tour that encloses the desired poles:
=) (10.4
29
Sum over KK poles Discontinuity across branch cut
IR regulator for mass gap
curvature
prefactor
Fractional power 0.5 < α < 1
Related to mediator bulk mass
There may also be brane-localized terms. Here M2
is a bulk mass parameter that will control t
profile of the zero mode. This is a particularly important parameter that shows up in the followi
combination
↵2
⌘ M2
R2
+ 4 . (3
A bulk scalar has mass dimension [ ] = 3/2. The BF bound states that ↵2
0. See (4.7)
Raman’s lectures [2]3
. The essence of this bound is that one may have negative bulk mass2
wh
perturbing about a stable vacuum because AdS provides a positive contribution to the energy.
3.1 Bulk Equation of Motion
To derive the equation of motion, we may integrate the kinetic term by parts.
p p p
44. f l i p . t a n e d o @ u c r. e d u KIAS HEP-PH SEMINAR 49
Does it work?
Reproduces qualitative behavior of one-mediator SIDM
Chaffey, Fichet, Tanedo (in progress); Tulin, Yu, Zurek (1302.3898)
44
mX = 200 GeV
mf = 1 MeV
aX = 10-2
v = 1000 kmês
sT
clas
êmX
0 200 400 600 800 1000 1200 1400
-0.03
-0.02
-0.01
0.00
0.01
{max
s
T
êm
X
Hcm
2
êgL
mX=200 GeV
aX=10-2
v=10 kmês
Classical Resonant Born
0.001 0.01 0.1 1
10-8
10-5
0.01
10
104
107
mf HGeVL
s
T
êm
X
Hcm
2
êgL
IG. 2: Left: Numerical calculation of T /mX, truncated at fixed `max, showing convergence with in-
easing `max. The parameter point chosen corresponds to the classical regime with an attractive potential.
he convergence to the classical analytic result shown by dashed line. Right: Numerical calculation (solid
45. f l i p . t a n e d o @ u c r. e d u KIAS HEP-PH SEMINAR 49
Behavior near resonances
Scaling becomes non-monotonic
Chaffey, Fichet, Tanedo (in progress)
45
Figure 4: (Left): Velocity dependence of the transfer cross section for a range of ↵. (Right): ↵ dependence
of the transfer cross section. For the top plots =
p
4⇡/10, m = 10 GeV, µ = 1 MeV, and k = 1000 TeV.
For the bottom plots =
p
4⇡. This reflects the qualitative behavior of a single mediator, see Figure 3
of Ref. [9].
3.1 Regulated Potential
We can improve (3.5) by instead evaluating the KK sum in (3.4). Using the integ
the potential can be written
V (r) =
2
8⇡2k
Z 1
m2
n0
d⇢ Disc⇢
⇥
p
⇢(R, R)
⇤ e
p
⇢r
r
where we have let m2
e
n ! 1. The discontinuity across the real axis is given by
Disc⇢
⇥
p
⇢(R, R)
⇤
=
1
k
✓
4k2
⇢
◆↵
(↵)
(1 ↵)
sin(⇡↵)
where we have assumed S↵ ⇡ ( 1)↵
. This validity of this approximation is im
continuum regime if one considers bulk self-interactions. Using the identities
⇡/ sin (⇡z) and (2z) = ⇡ 1/2
22z 1
(z) (z + 1/2) we find that the potential is giv
V (r) =
2
2⇡3/2
(3/2 ↵)
(1 ↵)
1
r
✓
1
kr
◆2 2↵
Q(2 2↵, m1r)
3
Without any suppression on the scattering potential, standard numerical techniques fail since p
46. f l i p . t a n e d o @ u c r. e d u KIAS HEP-PH SEMINAR 49
Easy to fit…
More parameters
Chaffey, Fichet, Tanedo (in progress)
46
0.1 cm
2 /g
0.01 cm
2 /g
0.001 cm
2 /g
1 cm
2 /g
10 cm
2 /g
100 cm
2 /g
LINES OF CONSTANT
/m
[ / ]
/
[
/
×
/
]
Dwarfs
LSB
Clusters
Figure 5: Velocity dependence of the thermally averaged cross s
Yukawa, Yukawa = 7 × 10-4
, mX = 3 GeV, m = 8 MeV
= 0.955, X = 7, mX = 15 GeV, = 10.3 MeV
= 0.95, X = 0.036, mX = 1 GeV, = 411 keV
= 0.995, X = 0.03, mX = 100 MeV, = 59.3 keV
= 0.85, X = 0.011, mX = 100 MeV, = 28.94 keV
2
1 cm
2 êg
10 cm
2 êg
100 cm
2 êg
0.1 cm
2 êg
sêm = 0.01 cm
2 êg
10 50 100 500 1000 5000
1
10
102
103
104
Xv HkmêsL
Xsvêm
Hcm
2
êg
â
kmêsL
FIG. 1: Self-interaction cross section measured from astrophysical
data, given as the velocity-weighted cross section per unit mass as
a function of mean collision velocity. Data includes dwarfs (red),
LSBs (blue) and clusters (green), as well as halos from SIDM
N-body simulations with /m = 1 cm2
/g (gray). Diagonal
lines are contours of constant /m and the dashed curve is the
velocity-dependent cross section from our best-fit dark photon model
(Sec. V).
halo masses spanning 109
1015
M . These objects ex-
hibit central density profiles that are systematically shallower
than ⇢ / r 1
predicted from CDM simulations. To determine
the DM profile for each system, we perform a Markov Chain
Monte Carlo (MCMC) scan over the parameters (⇢0, 0, r1)
characterizing the SIDM halo, as well as the mass-to-light ra-
tio ⌥⇤ for the stellar density. The value for ⇢(r1) determines
the velocity-weighted cross section h vi/m from Eq. (1), as a
function of average collision velocity hvi = (4/
p
⇡) 0 for
a Maxwellian distribution. We also verify our model and
Tulin, Yu, Zurek (1302.3898)
47. f l i p . t a n e d o @ u c r. e d u KIAS HEP-PH SEMINAR 49
What’s qualitatively new
SIDM + thermal relic?
For ordinary SIDM, annihilation rate is too large for thermal freeze out
typically assume asymmetric DM
For warped dark sector, that’s not the whole story. Production of large mediator KK
modes is exponentially suppressed due to breakdown of narrow width
approximation. Controlled by bulk self-coupling, not DM–mediator coupling.
“Have your cake and eat it too”
47
ent the thermally averaged cross section parametrically as h vi =
nd x = m /T. From (5.2) we can see that n = 1 and definin
m) we have
h vi0 =
e
n
X
n
e
n
X
m
f2
n(R)f2
m(R) e
A(mn, mm)⇥ (2m mn mm) .
a thermal relic, the cross section must satisfy
⌦ h2
= 3.51 ⇥ 10 9
GeV 2
p
g⇤(xf )xf
g⇤s(xf )h vi
0.12
⇤s are evaluated at the freeze out temperature and
Expected annihilation rate:
Kinematically accessible
Final state profiles
(on UV brane)
48. f l i p . t a n e d o @ u c r. e d u KIAS HEP-PH SEMINAR 49
Outline
48
Review: dark sectors
Review: 5D
opacity vs.
narrow widths
cascade decays
self-interactions
Chris Burden, Urban Light, 2008
LedCrafter: etsy.com/listing/686581274
A few closing thoughts
49. f l i p . t a n e d o @ u c r. e d u KIAS HEP-PH SEMINAR 49
Lots to explore
Very much a work in progress
• Consistency with AdS/CFT
see upcoming work by Lexi Costantino
and Sylvain Fichet
• Cosmological Bounds
Early universe phase transition (see, e.g.
1910.10160), light particle bounds
• Stellar cooling bounds
If high-momentum mediator production
is suppressed, could this relax bounds?
Finite temperature: AdS-Schwarzschild
• Dark photon
Work with Kuntal Pal; see also recent
work by Rizzo et al. (e.g. 1801.08525)
Brax, Fichet, Tanedo (1906.02199) 49
FIMP? See also
Bernal et al.
2004.14403