This document discusses how conformal field theories (CFTs) can describe gravitational scattering and provide an effective field theory (EFT) description of gravity in anti-de Sitter space (AdS). It introduces CFTs and issues with describing gravity at high energies. It then explains how the holographic duality between CFTs and gravity theories can be used to calculate scattering matrices and understand gravitational dynamics. In particular, it outlines how calculations in Mellin space allow CFT correlation functions to describe scattering in AdS space. The document also discusses when and why CFTs exhibit an EFT structure in AdS based on the structure of EFTs with a mass gap between light and heavy states.
Quantum mechanics provides a mathematical description of the wave-particle duality of matter and energy at small atomic and subatomic scales. It differs significantly from classical mechanics, as phenomena such as superconductivity cannot be explained using classical mechanics alone. Key aspects of quantum mechanics include wave-particle duality, the uncertainty principle, and discrete energy levels determined by Planck's constant and frequency.
MAS course at URV. Lecture 4, agent types (specially interface agents, information agents, hybrid systems, agentification). Based on diverse resources.
What We (Don't) Know About the Beginning of the UniverseSean Carroll
A plenary talk at the January 2017 meeting of the American Astronomical Society, on whether the universe truly had a beginning, and what might have come before.
The document discusses intelligent agents and their interaction with environments. It defines agents as entities that perceive their environment through sensors and act upon the environment through actuators. Rational agents aim to maximize their performance based on percepts from the environment. The document categorizes agent environments along dimensions like observability and discusses different types of agent architectures from simple reflex agents to more advanced goal-based and utility-based agents. It emphasizes that the first step in designing an intelligent agent is specifying the PEAS description of its task environment.
The document discusses Newton's law of universal gravitation. It defines key terms like gravitational field and explains Newton's observations that led to his formulation of the law. The law states that every object in the universe attracts every other object with a force proportional to the product of their masses and inversely proportional to the square of the distance between them. Examples are given of calculating gravitational forces between objects using the law. Lord Henry Cavendish experimentally determined the gravitational constant in Newton's law through measurements with a torsion balance apparatus.
In these slides first i started with some comments made by legendary people in their field.Then i started with maxwellian equations and how they lead to special relativity and also how it make two different concepts time and space(what thought to be classically different) unified using lorentz transformations.These also give hint that we do not live in euclidean space but rather in minkowskian space and also gave the description of light cone. And in the end video to tell the big picture through visuals.
Quantum mechanics provides a mathematical description of the wave-particle duality of matter and energy at small atomic and subatomic scales. It differs significantly from classical mechanics, as phenomena such as superconductivity cannot be explained using classical mechanics alone. Key aspects of quantum mechanics include wave-particle duality, the uncertainty principle, and discrete energy levels determined by Planck's constant and frequency.
MAS course at URV. Lecture 4, agent types (specially interface agents, information agents, hybrid systems, agentification). Based on diverse resources.
What We (Don't) Know About the Beginning of the UniverseSean Carroll
A plenary talk at the January 2017 meeting of the American Astronomical Society, on whether the universe truly had a beginning, and what might have come before.
The document discusses intelligent agents and their interaction with environments. It defines agents as entities that perceive their environment through sensors and act upon the environment through actuators. Rational agents aim to maximize their performance based on percepts from the environment. The document categorizes agent environments along dimensions like observability and discusses different types of agent architectures from simple reflex agents to more advanced goal-based and utility-based agents. It emphasizes that the first step in designing an intelligent agent is specifying the PEAS description of its task environment.
The document discusses Newton's law of universal gravitation. It defines key terms like gravitational field and explains Newton's observations that led to his formulation of the law. The law states that every object in the universe attracts every other object with a force proportional to the product of their masses and inversely proportional to the square of the distance between them. Examples are given of calculating gravitational forces between objects using the law. Lord Henry Cavendish experimentally determined the gravitational constant in Newton's law through measurements with a torsion balance apparatus.
In these slides first i started with some comments made by legendary people in their field.Then i started with maxwellian equations and how they lead to special relativity and also how it make two different concepts time and space(what thought to be classically different) unified using lorentz transformations.These also give hint that we do not live in euclidean space but rather in minkowskian space and also gave the description of light cone. And in the end video to tell the big picture through visuals.
Introduction to Classical Mechanics:
UNIT-I : Elementary survey of Classical Mechanics: Newtonian mechanics for single particle and system of particles, Types of the forces and the single particle system examples, Limitation of Newton’s program, conservation laws viz Linear momentum, Angular Momentum & Total Energy, work-energy theorem; open systems (with variable mass). Principle of Virtual work, D’Alembert’s principle’ applications.
UNIT-II : Constraints; Definition, Types, cause & effects, Need, Justification for realizing constraints on the system
This document provides an overview of Newton's laws of motion. It defines key concepts like force, mass, inertia, and explains Newton's three laws. Newton's first law states that an object remains at rest or in motion unless acted on by a net force. The second law relates the net force on an object to its acceleration. The third law states that for every action force there is an equal and opposite reaction force. Examples of different force types like friction and gravity are also described.
This document discusses search algorithms and problem solving through searching. It begins by defining search problems and representing them using graphs with states as nodes and actions as edges. It then covers uninformed search strategies like breadth-first and depth-first search. Informed search strategies use heuristics to guide the search toward more promising areas of the problem space. Examples of single agent pathfinding problems are given like the traveling salesman problem and Rubik's cube.
Numerical solution of eigenvalues and applications 2SamsonAjibola
This document provides an overview of eigenvalues and their applications. It discusses:
1) Eigenvalues arise in applications across science and engineering, including mechanics, control theory, and quantum mechanics. Numerical methods are used to solve increasingly large eigenvalue problems.
2) Common methods for small problems include the QR and power methods. For large, sparse problems, techniques like the Krylov subspace and Arnoldi methods are used to compute a few desired eigenvalues/eigenvectors.
3) The document outlines the structure of the thesis, which will investigate methods for finding eigenvalues like Krylov subspace, power, and QR. It will also explore applications in areas like biology, statistics, and engineering.
This document provides an introduction to an Artificial Intelligence course. It outlines practical details like the course homepage and textbook. It then gives an overview of course topics including what AI is, problem solving, planning, learning, and communicating. It also provides a brief history of AI, discussing early work in neural networks and logic programming. It notes differences between Lisp and Scheme programming languages.
The roller coaster The Ninja has a height of 122 ft and speed of 52 mph. Its potential energy due to height changes into kinetic energy of motion. Work is done by a force when that force causes an object to move in the direction of the force. The kinetic energy of an object is 1/2mv^2. The potential energy due to gravity is mgh. The work-energy theorem states that the work done on an object is equal to its change in kinetic energy.
This document defines key terms and equations related to simple harmonic motion (SHM). It discusses oscillating systems that vibrate back and forth around an equilibrium point, like a mass on a spring or pendulum. The key parameters of SHM systems are defined, including amplitude, wavelength, period, frequency, displacement, velocity, acceleration. Equations are presented that relate the displacement, velocity, acceleration as sinusoidal functions of time. The concepts of kinetic, potential and total energy are also explained for oscillating systems undergoing SHM.
MicroFly, the R/C airplane which is based on BBC micro:bit V2. It is durable, low cost and with so much fun. Maker could compose the whole program just by drag programming blocks, and build MicroFly R/C airplane in ten minutes. With the use of smartphone App controlling, the effective range is more than 150 meters!
INDEX
WHAT IS FIND-S ALGORITHM IN MACHINE LEARNING?.
HOW DOES IT WORK?.
Find-S Algorithm.
Implementation of Find-S Algorithm.
Limitations of Find-S Algorithm.
The document discusses the Divergence Theorem, which relates a triple integral over a solid region to a surface integral over the boundary of the region. It states that for a solid region Q bounded by a closed surface S, the theorem equates the triple integral of the divergence of a vector field F over Q to the surface integral of F dotted with the outward normal vector over S. An example application of the theorem is shown to evaluate a triple integral using a single surface integral instead of multiple ones.
Here is a randomized algorithm to estimate the number of vertices within distance d of each vertex in a directed graph with n vertices and m edges in fully polynomial time:
1. Repeat the following r times for a sufficiently large value of r:
2. Color each vertex randomly with probability 1/2d.
3. For each vertex v, count the number of colored vertices within distance d of v. Let this count be cv.
4. Return, for each vertex v, the estimate cvr/n as the number of vertices within distance d of v.
This algorithm runs in O(rm) time, which is fully polynomial for any fixed d, as r can be taken to be a polynomial in
Ch 2 State Space Search - slides part 1.pdfKrishnaMadala1
This document discusses problem solving through state space search. It explains that state space search involves representing a problem as an initial state, goal state, set of actions that can transform one state into another, and the set of all possible states. The document provides examples of applying state space search to problems like the missionaries and cannibals problem and the 8-queens puzzle. It also discusses strategies for controlling the order of applying actions during the search.
Deep learning algorithms for intrusion detection systems in internet of thin...IJECEIAES
Due to technological advancements in recent years, the availability and usage of smart electronic gadgets have drastically increased. Adoption of these smart devices for a variety of applications in our day-to-day life has become a new normal. As these devices collect and store data, which is of prime importance, securing is a mandatory requirement by being vigilant against intruders. Many traditional techniques are prevailing for the same, but they may not be a good solution for the devices with resource constraints. The impact of artificial intelligence is not negligible in this concern. This study is an attempt to understand and analyze the performance of deep learning algorithms in intrusion detection. A comparative analysis of the performance of deep neural network, convolutional neural network, and long short-term memory using the CIC-IDS 2017 dataset.
T9. Trust and reputation in multi-agent systemsEASSS 2012
The credibility model in ReGreT evaluates the credibility of witnesses in two ways:
1. Direct trust in the witness - The trust that the agent has directly in the witness based on its past interactions. This is calculated using the direct trust model.
2. Reliability of the witness' reputation value - This measures how reliable or volatile the reputation values provided by the witness tend to be. It is calculated based on the number of outcomes the witness has observed and the deviation in its ratings.
The credibility model combines these two factors - direct trust and reliability - to get an overall credibility value for each witness. This credibility value is then used to weight the reputation values provided by each witness. Witnesses with higher credibility will have
Fuzzy sets allow for gradual membership of elements in a set, rather than binary membership as in classical set theory. Membership is described on a scale of 0 to 1 using a membership function. Fuzzy sets generalize classical sets by treating classical sets as special cases where membership values are restricted to 0 or 1. Fuzzy set theory can model imprecise or uncertain information and is used in domains like bioinformatics. Examples of fuzzy sets include sets like "tall people" where membership in the set is a matter of degree.
Extra dimensions beyond the usual 3 dimensions are motivated by theories of grand unification and string theory. If extra dimensions exist, they would appear as Kaluza-Klein towers of increasingly massive copies of standard model particles. Some theories propose our universe is confined to a 3D brane embedded in higher dimensions accessible only to gravity. Large or warped extra dimensions could lower the true Planck scale to within reach of experiments like the LHC, solving the hierarchy problem and providing a test of theories of quantum gravity.
EMU M.Sc. Thesis Presentation
Thesis Title: "Dark Matter; Modification of f(R) or WIMPS Miracle"
Student: Ali Övgün
Supervisor: Prof. Dr. Mustafa Halilsoy
Introduction to Classical Mechanics:
UNIT-I : Elementary survey of Classical Mechanics: Newtonian mechanics for single particle and system of particles, Types of the forces and the single particle system examples, Limitation of Newton’s program, conservation laws viz Linear momentum, Angular Momentum & Total Energy, work-energy theorem; open systems (with variable mass). Principle of Virtual work, D’Alembert’s principle’ applications.
UNIT-II : Constraints; Definition, Types, cause & effects, Need, Justification for realizing constraints on the system
This document provides an overview of Newton's laws of motion. It defines key concepts like force, mass, inertia, and explains Newton's three laws. Newton's first law states that an object remains at rest or in motion unless acted on by a net force. The second law relates the net force on an object to its acceleration. The third law states that for every action force there is an equal and opposite reaction force. Examples of different force types like friction and gravity are also described.
This document discusses search algorithms and problem solving through searching. It begins by defining search problems and representing them using graphs with states as nodes and actions as edges. It then covers uninformed search strategies like breadth-first and depth-first search. Informed search strategies use heuristics to guide the search toward more promising areas of the problem space. Examples of single agent pathfinding problems are given like the traveling salesman problem and Rubik's cube.
Numerical solution of eigenvalues and applications 2SamsonAjibola
This document provides an overview of eigenvalues and their applications. It discusses:
1) Eigenvalues arise in applications across science and engineering, including mechanics, control theory, and quantum mechanics. Numerical methods are used to solve increasingly large eigenvalue problems.
2) Common methods for small problems include the QR and power methods. For large, sparse problems, techniques like the Krylov subspace and Arnoldi methods are used to compute a few desired eigenvalues/eigenvectors.
3) The document outlines the structure of the thesis, which will investigate methods for finding eigenvalues like Krylov subspace, power, and QR. It will also explore applications in areas like biology, statistics, and engineering.
This document provides an introduction to an Artificial Intelligence course. It outlines practical details like the course homepage and textbook. It then gives an overview of course topics including what AI is, problem solving, planning, learning, and communicating. It also provides a brief history of AI, discussing early work in neural networks and logic programming. It notes differences between Lisp and Scheme programming languages.
The roller coaster The Ninja has a height of 122 ft and speed of 52 mph. Its potential energy due to height changes into kinetic energy of motion. Work is done by a force when that force causes an object to move in the direction of the force. The kinetic energy of an object is 1/2mv^2. The potential energy due to gravity is mgh. The work-energy theorem states that the work done on an object is equal to its change in kinetic energy.
This document defines key terms and equations related to simple harmonic motion (SHM). It discusses oscillating systems that vibrate back and forth around an equilibrium point, like a mass on a spring or pendulum. The key parameters of SHM systems are defined, including amplitude, wavelength, period, frequency, displacement, velocity, acceleration. Equations are presented that relate the displacement, velocity, acceleration as sinusoidal functions of time. The concepts of kinetic, potential and total energy are also explained for oscillating systems undergoing SHM.
MicroFly, the R/C airplane which is based on BBC micro:bit V2. It is durable, low cost and with so much fun. Maker could compose the whole program just by drag programming blocks, and build MicroFly R/C airplane in ten minutes. With the use of smartphone App controlling, the effective range is more than 150 meters!
INDEX
WHAT IS FIND-S ALGORITHM IN MACHINE LEARNING?.
HOW DOES IT WORK?.
Find-S Algorithm.
Implementation of Find-S Algorithm.
Limitations of Find-S Algorithm.
The document discusses the Divergence Theorem, which relates a triple integral over a solid region to a surface integral over the boundary of the region. It states that for a solid region Q bounded by a closed surface S, the theorem equates the triple integral of the divergence of a vector field F over Q to the surface integral of F dotted with the outward normal vector over S. An example application of the theorem is shown to evaluate a triple integral using a single surface integral instead of multiple ones.
Here is a randomized algorithm to estimate the number of vertices within distance d of each vertex in a directed graph with n vertices and m edges in fully polynomial time:
1. Repeat the following r times for a sufficiently large value of r:
2. Color each vertex randomly with probability 1/2d.
3. For each vertex v, count the number of colored vertices within distance d of v. Let this count be cv.
4. Return, for each vertex v, the estimate cvr/n as the number of vertices within distance d of v.
This algorithm runs in O(rm) time, which is fully polynomial for any fixed d, as r can be taken to be a polynomial in
Ch 2 State Space Search - slides part 1.pdfKrishnaMadala1
This document discusses problem solving through state space search. It explains that state space search involves representing a problem as an initial state, goal state, set of actions that can transform one state into another, and the set of all possible states. The document provides examples of applying state space search to problems like the missionaries and cannibals problem and the 8-queens puzzle. It also discusses strategies for controlling the order of applying actions during the search.
Deep learning algorithms for intrusion detection systems in internet of thin...IJECEIAES
Due to technological advancements in recent years, the availability and usage of smart electronic gadgets have drastically increased. Adoption of these smart devices for a variety of applications in our day-to-day life has become a new normal. As these devices collect and store data, which is of prime importance, securing is a mandatory requirement by being vigilant against intruders. Many traditional techniques are prevailing for the same, but they may not be a good solution for the devices with resource constraints. The impact of artificial intelligence is not negligible in this concern. This study is an attempt to understand and analyze the performance of deep learning algorithms in intrusion detection. A comparative analysis of the performance of deep neural network, convolutional neural network, and long short-term memory using the CIC-IDS 2017 dataset.
T9. Trust and reputation in multi-agent systemsEASSS 2012
The credibility model in ReGreT evaluates the credibility of witnesses in two ways:
1. Direct trust in the witness - The trust that the agent has directly in the witness based on its past interactions. This is calculated using the direct trust model.
2. Reliability of the witness' reputation value - This measures how reliable or volatile the reputation values provided by the witness tend to be. It is calculated based on the number of outcomes the witness has observed and the deviation in its ratings.
The credibility model combines these two factors - direct trust and reliability - to get an overall credibility value for each witness. This credibility value is then used to weight the reputation values provided by each witness. Witnesses with higher credibility will have
Fuzzy sets allow for gradual membership of elements in a set, rather than binary membership as in classical set theory. Membership is described on a scale of 0 to 1 using a membership function. Fuzzy sets generalize classical sets by treating classical sets as special cases where membership values are restricted to 0 or 1. Fuzzy set theory can model imprecise or uncertain information and is used in domains like bioinformatics. Examples of fuzzy sets include sets like "tall people" where membership in the set is a matter of degree.
Extra dimensions beyond the usual 3 dimensions are motivated by theories of grand unification and string theory. If extra dimensions exist, they would appear as Kaluza-Klein towers of increasingly massive copies of standard model particles. Some theories propose our universe is confined to a 3D brane embedded in higher dimensions accessible only to gravity. Large or warped extra dimensions could lower the true Planck scale to within reach of experiments like the LHC, solving the hierarchy problem and providing a test of theories of quantum gravity.
EMU M.Sc. Thesis Presentation
Thesis Title: "Dark Matter; Modification of f(R) or WIMPS Miracle"
Student: Ali Övgün
Supervisor: Prof. Dr. Mustafa Halilsoy
The document discusses dark matter and provides evidence for its existence from various astronomical observations. It notes that while ordinary matter makes up only about 4% of the universe, dark matter accounts for about 23%. Various properties of dark matter are described, including that it interacts gravitationally but does not emit or absorb light. Possible candidates for dark matter are discussed, including WIMPs (Weakly Interacting Massive Particles), which are favored from both astronomical data and particle physics models. The document outlines how WIMPs could have been thermally produced in the early universe to account for the observed dark matter abundance.
1. The document summarizes a conference talk on dissecting holography using higher spin gauge theories.
2. It discusses Vasiliev's higher spin gauge theory in AdS space, which describes an infinite tower of massless higher spin fields. This provides a bulk theory that is dual to certain vector models and gauge theories on the boundary.
3. The talk explores using examples where both the bulk and boundary descriptions are calculable to uncover structures of the holographic dictionary, such as examples involving higher spin gauge theory in AdS being dual to free or critical vector models on the boundary.
Part III Essay: Could the graviton have a mass?Yiteng Dang
This document discusses theories of massive gravity. It begins by introducing linearized general relativity and the linear Fierz-Pauli theory of a massive spin-2 particle. It then discusses three main challenges of constructing a theory of massive gravity: the van Dam-Veltman-Zakharov discontinuity, the presence of a ghost field, and issues with renormalizability. It reviews proposed solutions to these challenges, including the Vainshtein mechanism and de Rham-Gabadadze-Tolley construction. While these approaches resolve some of the issues, the document notes there remain unresolved problems with developing a complete theory of massive gravity.
Modified Einstein versus modified Euler for dark matterSérgio Sacani
Modifcations of general relativity generically contain additional degrees
of freedom that can mediate forces between matter particles. One of the
common manifestations of a ffth force in alternative gravity theories is
a diference between the gravitational potentials felt by relativistic and
non-relativistic particles, also known as ‘the gravitational slip’. In contrast,
a ffth force between dark matter particles, owing to dark sector interaction,
does not cause a gravitational slip, making the latter a possible ‘smoking
gun’ of modifed gravity. Here we point out that a force acting on dark matter
particles, as in models of coupled quintessence, would also manifest itself as
a measurement of an efective gravitational slip by cosmological surveys of
large-scale structure. This is linked to the fact that redshift-space distortions
owing to peculiar motion of galaxies do not provide a measurement of the
true gravitational potential if dark matter is afected by a ffth force. Hence,
it is extremely challenging to distinguish a dark sector interaction from a
modifcation of gravity with cosmological data alone. Future observations of
gravitational redshift from galaxy surveys can help to break the degeneracy
between these possibilities, by providing a direct measurement of the
distortion of time. We discuss this and other possible ways to resolve this
important question.
Grand unified field theory a predator prey approach corroboration dissipation...Alexander Decker
The document discusses the four fundamental interactions in nature: gravitation, electromagnetism, strong nuclear force, and weak nuclear force. It describes how each interaction is mediated by different bosons being exchanged between fermions. The strong nuclear force binds quarks together via gluon exchange. The document also discusses how gravitation, while the weakest force on small scales, becomes important on large macroscopic scales due to its infinite range and inability to be shielded against.
This document summarizes key aspects of the pseudogap phase in cuprate superconductors. It begins with an overview of the hole-doped phase diagram and experimental probes such as ARPES. It then discusses several notable features of the pseudogap phase revealed by these experiments, including the existence of a gap above the superconducting dome and Fermi arcs that shrink with temperature. Several competing orders that may be related to the pseudogap are also noted. The document concludes with a discussion of BCS-BEC crossover theories as a possible explanation for pseudogap physics in the cuprates based on similarities to phenomena in cold atom systems.
Overview of GTR and Introduction to CosmologyPratik Tarafdar
This document provides an overview of general relativity and an introduction to cosmology. It discusses key concepts such as:
- General relativity builds on Einstein's theory that gravity curves spacetime.
- The principle of equivalence states that inertial and gravitational mass are equivalent.
- Einstein's field equations relate the curvature of spacetime to the energy and momentum within it.
- Tests of general relativity include observations of orbiting bodies like Mercury, gravitational lensing, and the detection of gravitational waves.
- The cosmological principle states that the universe is homogeneous and isotropic on large scales.
1) General Relativity abolished the concept of absolute space and time, showing that inertial and gravitational mass are equivalent and that acceleration and gravity are indistinguishable (Equivalence Principle).
2) The Cosmological Principle states that the universe looks the same from any location (isotropic and homogeneous), supporting the Big Bang theory of an expanding universe.
3) Black holes are predicted by General Relativity as regions where spacetime curvature becomes infinite, and their existence is supported by observations like gravitational lensing.
Strongly coupled field theories are difficult to analyze using traditional perturbation theory. The AdS/CFT correspondence provides a framework for studying strongly coupled field theories by relating them to a dual gravitational theory in a higher-dimensional anti-de Sitter space. In particular, type IIB string theory on AdS5 × S5 is dual to N=4 supersymmetric Yang-Mills theory in four dimensions. This duality allows questions about correlations functions in the strongly coupled field theory to be addressed by calculating them from the dual gravitational description. Tests of the duality have found precise matching between symmetries and fields on both sides of the correspondence.
Artículo de Hawking donde NO ha dicho que los agujeros negros no existan. Lo que ha dicho es que no podemos trabajar con los horizontes de sucesos, que hay que utilizar otro tipo de horizontes denominados horizontes aparentes.
Conformal Nonlinear Fluid Dynamics from Gravity in Arbitrary DimensionsMichaelRabinovich
This document summarizes research on constructing solutions to Einstein's equations in arbitrary dimensions d that are dual to fluid dynamics on the boundary. The key points are:
1. Solutions are constructed perturbatively to second order in a boundary derivative expansion and are parameterized by a boundary velocity and temperature field obeying the Navier-Stokes equations.
2. The bulk metric dual to an arbitrary fluid flow on a weakly curved boundary is computed explicitly to second order.
3. The boundary stress tensor dual to these solutions is also computed and expressed in a manifestly Weyl-covariant form involving the velocity, temperature, and their derivatives.
4. Properties of the solutions like the event horizon location and an
General Relativity is inconsistent with quantum theory which
leaves our understanding of nature incomplete and unsatisfactory. The now 80 years old quest for a consistent theory of quantum gravity has so far almost entirely focused on mathematical consistency. But as of recently the possibility to look for observational evidence has received an increased amount of attention, as a tool to provide guidance for the construction of of the theory.
Here, I summarize recent developments in the search for
experimental signatures for quantum gravitational effects and how these help to put constraints on the theory-construction. Some of the topics that I will cover are the prospects of finding Planck scale effects in gamma ray bursts, in neutral Kaon oscillations, or with massive quantum oscillators. If time allows, I will also comment on the search for holographic noise and how to find evidence for space-time discreteness.
A short introduction to massive gravity... or ... Can one give a mass to the ...CosmoAIMS Bassett
1. The document discusses massive gravity and proposes that giving the graviton a small mass could potentially explain dark matter and dark energy without needing to introduce those concepts.
2. It reviews several models of massive gravity, including the Dvali-Gabadadze-Porrati model, which produces cosmic acceleration similar to dark energy. Kaluza-Klein theory is also discussed as producing massive gravitons.
3. Nonlinear extensions of the Pauli-Fierz theory are examined, finding solutions only with singularities. The "Goldstone" description of massive gravity is introduced as a way to better understand nonlinear effects like the Vainshtein mechanism.
1) The document proposes an alternative cosmological model where dark matter and dark energy are described as forms of ether, analogous to Mach's principle of inertia.
2) In this model, dark matter arises from the QCD vacuum or "sea" of quark-antiquark pairs and gluons at the confinement scale, while dark energy corresponds to the zero-point energy of the QCD vacuum.
3) The model aims to replace the standard LambdaCDM model, treating the expanding universe as a dynamically stable "biking" Einstein universe where the running cosmological constant compensates for the effect of gravity at all epochs.
This document discusses the nature of gravity and its relationship to other forces and fields. It provides evidence that gravity is an emergent phenomenon that arises from an underlying non-gravitational theory. Specifically:
1) Gravity behaves differently than other forces in that it curves spacetime itself rather than being mediated by particle exchanges. However, quantum gravity theories propose gravitons as force-carrying particles.
2) Holographic duality theories from the 1990s demonstrated that gravitational theories in higher dimensions are equivalent to non-gravitational theories in lower dimensions.
3) Modern developments like string theory and the AdS/CFT correspondence provide concrete examples of holography and establish gravity as an emer
Paul Dirac developed an equation to describe the dynamics of electrons in a way that was consistent with both special relativity and quantum mechanics. His equation predicted the existence of positrons - particles identical to electrons but with the opposite charge. Dirac's equation allowed for negative energy solutions, which he interpreted as occupied states in a "Dirac sea". Unoccupied positive energy states could be described as holes in the sea, behaving as positively charged particles, which came to be known as positrons. Dirac's prediction was confirmed in 1932 when Carl Anderson discovered the positron through his experiments with cosmic rays.
Cm 6 newton's law of gravitation (shared)LThistlewood
This document discusses Newton's law of universal gravitation in an A-level Physics unit on the Newtonian world. It provides learning objectives and outcomes related to stating Newton's law of gravitation verbally and mathematically. It also discusses using the law to solve simple problems involving the gravitational force between two point masses or spherical objects.
Similar to Conformal Field Theory and the Holographic S-Matrix (20)
Conformal Field Theory and the Holographic S-Matrix
1. Conformal Field Theory
and
The Holographic S-Matrix
A. Liam Fitzpatrick
Stanford University
1007.2412, 1107.1499, 1112.4845, 1208.0337, ....
in collaboration with
Kaplan, Katz, Penedones, Poland, Raju, Simmons-Duffin,
and van Rees
Friday, February 22, 13
3. Outline
• Conformal Field Theories (CFTs)
• Incompleteness of Gravity at High Energies
• How do CFTs describe gravitational scattering?
• When are CFTs described by Effective Field
Theories of gravity?
Friday, February 22, 13
4. Conformal Invariance
Conformal = Scale-invariant + Lorentz-invariant
Scale- Lorentz-
invariance: invariance:
n”
tio
ila
“D
Friday, February 22, 13
5. Conformal Field
Theories
Conformal Field Theories are relevant for
describing a wide range of phenomena.
phase transitions and critical exponents
E.g. Ising model
also: liquid-gas critical points
ferromagnets
etc.
Friday, February 22, 13
7. Conformal Field
Particle physics
Theories
Quantum field theories are approximately scale-invariant in
between scale boundaries
E.g. The Standard Model
QCD
QED
?
1 18 1 15
mZ ⇠ 10 m ⇤QCD ⇠ 10 m 1
me ⇠ 10 12
m
Friday, February 22, 13
8. Conformal Field
Theories
Strongly coupled fixed points
Strongly coupled theories are difficult to study.
Conformal invariance can give us a powerful tool to study
their behavior.
?
Friday, February 22, 13
9. Gravity - the Last Force
Gravity at low energies is described by general
relativity.
Gµ⌫ = 8⇡GN Tµ⌫
But at high energies, this description breaks down.
1/2
GN ⇠ Mpl
Friday, February 22, 13
10. Gravity - the Last Force
In contrast to gauge theories, quantizing gravity
at high energies is notoriously hard.
Quantum behavior of black holes is still not understood.
Hawking evaporation is not unitary: information is lost!
Friday, February 22, 13
11. Gravitational Scattering
Our description of high-energy scattering
breaks down
High-energy
collisions make Then they
black holes evaporate through
thermal radiation
Friday, February 22, 13
12. S-Matrix and Gravity
We want a theory that describes scattering at any energy.
The Scattering matrix
describes transitions
S
between incoming and
outgoing states.
It is a sharp observable
Friday, February 22, 13
13. Gravity - the Last Force
Quantum dynamics of black holes is an
unresolved question about one of the
fundamental forces.
We should try to understand it!
It is still not known how Hawking’s semi-classical
derivation of information loss is resolved.
But we do have a complete theory of
gravitational dynamics provided by AdS/CFT!
Friday, February 22, 13
14. Gravity in AdS/CFT
Gravity in Anti de Sitter Conformal Field Theory
in d+1 dimensions in d dimensions
equivalent!
Scale-
invariance
So studying CFTs teaches us about gravity, and
vice versa!
Friday, February 22, 13
15. From CFT to Gravity
We can take known CFTs and answer any
question about quantum gravity, including at
high energies.
This description of gravitational scattering is
calculated in the CFT, and is “holographic”.
Friday, February 22, 13
16. AdS vs. flat space
We want to study gravity in flat space by
“zooming in” to a small region of AdS
AdS is hyperbolic:
“Flat-space limit of AdS” is the limit of physics on scales much
smaller than the AdS radius of curvature.
Friday, February 22, 13
17. AdS vs. flat space
We want to study gravity in flat space by
“zooming in” to a small region of AdS
AdS is hyperbolic:
“Flat-space limit of AdS” is the limit of physics on scales much
smaller than the AdS radius of curvature.
Friday, February 22, 13
18. AdS vs. flat space
We want to study gravity in flat space by
“zooming in” to a small region of AdS
AdS is hyperbolic:
“Flat-space limit of AdS” is the limit of physics on scales much
smaller than the AdS radius of curvature.
Friday, February 22, 13
19. From CFT to Gravity
But it is difficult to see how to take this “flat-
space” limit using the CFT.
?
Friday, February 22, 13
20. From CFT to Gravity
Before our work, it was not sharply understood how
a CFT describes a flat-space gravitational S-matrix.
Despite its importance, the “holographic” equivalence between d-
dimensional CFTs and
(d+1)-dimensional gravity theories has many open questions.
Friday, February 22, 13
21. AdS/CFT Questions
In the rest of this talk, I will show you how we
have answered the following concrete questions:
1) How does the CFT in d-dimensions
describe an S-matrix in d+1?
2) When and why do CFTs have Effective
Field Theory (EFT) descriptions in AdS?
Friday, February 22, 13
22. The
Holographic
S-Matrix
Friday, February 22, 13
23. The S-Matrix and Anti-de Sitter
AdS is a very special box
2
t AdS
Friday, February 22, 13
24. The S-Matrix and Anti-de Sitter
Infinite in size, but curved geometry lets
light travel to infinity and back in finite time
2
t
Friday, February 22, 13
25. The S-Matrix and Anti-de Sitter
So it has a boundary.
This is where the dual CFT lives.
2
t
Friday, February 22, 13
26. The S-Matrix and Anti-de Sitter
By jiggling the CFT in the right way,
you can shoot things from/to this boundary.
This description of the S-matrix is holographic.
2
t
Friday, February 22, 13
27. The S-Matrix and Anti-de Sitter
How do we jiggle the CFT to make AdS collisions?
2
? t
Friday, February 22, 13
28. The S-Matrix and Momentum
space
How do we do this in quantum field theory in flat space?
Calculate scattering amplitudes using correlation
functions in momentum space.
h (p1 ) (p2 ) (p3 ) (p4 )i
h initial
| final i
Friday, February 22, 13
29. The S-Matrix and Momentum
space
Momentum-space amplitudes are functions of Lorentz-
invariant inner products called Mandelstam invariants.
h (p1 ) (p2 ) (p3 ) (p4 )i = f (s, t)
2
Mandelstam s = (p1 + p2 )
invariants 2
t = (p1 + p3 )
Friday, February 22, 13
30. Momentum space for CFTs?
We want a set of coordinates like
momentum space that makes it easy to
obtain the holographic S-matrix.
We already have some guidance from
AdS/CFT. What is the CFT dual of AdS
frequencies?
Friday, February 22, 13
31. CFT Scaling
AdS Energy = Dimension
HAdS = DCFT
AdS Hamiltonian CFT “Dilatation”
Generates time Generates scaling
evolution
HAdS DCFT
Friday, February 22, 13
32. The Holographic S-Matrix
So what is momentum space for CFT?
Mellin space
Friday, February 22, 13
33. Mellin Amplitude
Like Fourier space, Mellin space is an integral
transform of position space.
h (x1 ) (x2 ) (x3 ) (x4 )i
CFT
Z CFT CFT CFT
⇠ dsdt M (s, t) (x1 x2 ) s
[. . . ]
Mellin variables control scaling exponents
Friday, February 22, 13
34. Mellin and the S-Matrix
Correlators at
Scattering at
high energy $ high
scaling dimension
S(s, t) ⇠ M (s, t)
at s, t large 1
(i.e. compared to AdS curvature scale RAdS)
2
Conjectured by
t
Penedones ’10
Proven by
ALF, Kaplan ’11
Friday, February 22, 13
35. Mellin and Calculations
Just like momentum space, Mellin space is
extremely useful for doing calculations
The calculations are easier, and the results
are much simpler to understand
Friday, February 22, 13
36. Comparison to
Momentum Space
Consider standard QFT.
In position space, even 4 is complicated!
4 Z
d
= d xD(x1 x)D(x2 x)D(x3 x)D(x4 x)
4
Fourier Transform
=
But it’s trivial in momentum space!
Friday, February 22, 13
37. Comparison to
Momentum Space
Compare to the same example in AdS/CFT
4
Contact interaction LAdS = in AdS
dual CFTx
1 x3 CFT Witten, ’98
AdS $ CFT
4
CFT “lives” on
boundary
x2 x4
CFT CFT
4-point function:
h (x1 ) (x2 ) (x3 ) (x4 )i
CFT CFT CFT CFT
Friday, February 22, 13
38. Comparison to
Momentum Space
Compare to the same example in AdS/CFT
4
Contact interaction LAdS = in AdS
CFTx x3 CFT
1
4
x2 x4
CFT CFT
4-point function:
Complicated in Position space
But
Friday, February 22, 13
M (s, t) = !
39. Contact Interactions
In standard QFT, local interactions just produce
polynomials in momentum space:
4
(@ ) = 2 2
s +t +u 2
The same thing is true in Mellin space for
contact interactions in AdS!
CFTx x3 CFT
1
✓ ◆
4 1
(@ ) = 2 2 2
s + t + u +O 2
RAdS
x2 x4
CFT CFT
Friday, February 22, 13
40. Particle Exchange ALF, Kaplan,
Penedones, Raju,
van Rees, ’11
In standard QFT, particle exchange produces poles,
and Factorization on those poles.
ML MR
1
= ML 2
MR
s m
The same thing is true in Mellin space for
particle exchange in AdS!
CFTx
1 x3 CFT X (m) (m)
M L MR ML MR
= m s 2m
x2 x4
CFT CFT
Friday, February 22, 13
41. Feynman Rules
This leads to simple Feynman rules that make the
calculation of tree-level diagrams trivial!
s12 1 5 s45
1 Example: 3 ALF, Kaplan,
Penedones, Raju,
=4 6
5 7 van Rees, ’11
d=4
2 4
Paulos, ’11
2 4 3
1 1 1
M/ +
ure 4: Four-point and five-point Witten diagrams in cubic scalar theory. +
(s12 4)(s45 4) 3(s12 6)(s45 4) 3(s12 4)(s45 6)
r theories in AdS. Another way of saying this is that when we5add derivative
omial coming from the derivatives at vertices.
+
9(s12 6)(s45 6) .
s, the ‘skeleton diagrams’ with only the propagators are basically just ‘dressed’
Friday, February 22, 13
42. AdS/CFT Questions
1) How does the CFT in d-dimensions
describe an S-matrix in d+1?
2) When and why do CFTs have Effective
Field Theory (EFT) descriptions in AdS?
Friday, February 22, 13
43. AdS Effective Field
Theory from
Conformal Field
Theory
Friday, February 22, 13
44. Structure of EFTs
EFTs have a “gap” in mass between the
“light states” in the theory and the
“heavy states” above the cut-off ⇤
heavy Relevant interactions: less
states important at high energies
⇤
3
Example: µ
light
states 2
µ
e.g.
, e , etc. ⇠
p2
Friday, February 22, 13
45. Structure of EFTs
EFTs have a “gap” in mass between the
“light states” in the theory and the
“heavy states” above the cut-off ⇤
heavy Irrelevant interactions: more
states important at high energies
⇤ 4
Example: (@ )
⇤4
light
states 4
p
e.g.
, e , etc. ⇠ 4
cut-off
⇤
Friday, February 22, 13
46. Structure of EFTs
EFTs have an expansion in inverse powers of
the cut-off times local interactions.
4 4
(@ ) (@µ @⌫ )
heavy 4
+ 8
+ ...
states ⇤ ⇤
⇤ Scattering amplitudes in this expansion are
polynomials with appropriate powers of ⇤
2
s
light ⇠ 4
+ ...
states ⇤
e.g.
, e , etc. EFT becomes strongly coupled at scale ⇤
and requires new states to restore unitarity.
Friday, February 22, 13
47. Effective Conformal Theory
Conformal theories exist with a similar “gap” in
the spectrum of scaling dimensions of operators
This gap can be used as a cut-off in
large
scaling dimensions of operators: we
dimension
operators can “integrate out” operators with
Gap very large scaling dimensions
low
dimension
Example: O=F µ⌫
Fµ⌫ ~ 2
= |E| ~ 2
|B|
operators scaling dimension=4
O
Friday, February 22, 13
48. Effective Conformal Theory
Simplest example: an effective CFT with just a
single low-dimension scalar operator O
(and its products and derivatives)
This is a very simple theory. It just
large
dimension describes correlators of O .
operators
e.g. M (s, t) = hOOOOi
Gap
(operators above Gap are not part of
the effective CFT.)
low
dimension Perturbative validity of the
operators theory up to the gap requires
O s
M (s, t) ⇠ #
+ ...
Gap
Friday, February 22, 13
49. CFT to AdS
Now, let’s derive the effective field
theory in AdS:
Prove that if the Mellin amplitudes of
a CFT have an “EFT-type expansion”
s
M (s, t) ⇠ #
+ ...
Gap
then we can construct an effective field
theory in AdS
Friday, February 22, 13
50. Mellin and Poles
Mellin amplitudes are meromorphic functions.
(analytic + poles)
Their poles are completely determined by the sum
over states, and vice versa.
X
= ↵
|↵ih↵|
iff 2
|h |↵i|
|↵ih↵|
s ↵
Friday, February 22, 13
51. Mellin and Poles
The poles match AdS exchange diagrams!
+ ...
2
|h |↵i|
|↵ih↵| = s ↵
= Poles in s, t + Non-Poles
+ ...
The sum over states also has non-pole contributions
Friday, February 22, 13
52. Mellin Amplitude Non-poles
If the non-pole piece in the full Mellin amplitude
has an EFT-type expansion, then we can construct
an AdS effective Lagrangian. ALF, Kaplan ’12
s t
Non-Poles ⇠ ⇤2 + ⇤2 + . . .
M (s, t) = Poles +Polynomial(s, t)
= +
Local EFT
AdS particle exchange interaction
Friday, February 22, 13
53. AdS/CFT Questions
1) How does the CFT in d-dimensions
describe an S-matrix in d+1?
2) When and why do CFTs have Effective
Field Theory (EFT) descriptions in AdS?
Friday, February 22, 13
54. Future Directions
• Find CFT description of black hole
formation and evaporation
• Feynman Rules for general loop
diagrams and particles with spin
• Use Mellin space to describe dS/CFT
• Study CFT interpretation of Modified
Theories of Gravity in AdS
• Understand bulk EFT for broken
conformal invariance (QCD)
Friday, February 22, 13