Presented by Peng Zuo at International Conference on Crystal Growth and Epitaxy (ICCGE-19) in Keystone CO, July 28-August 2, 2019.
Solid phase epitaxy (SPE) is a promising approach for expanding the applications of epitaxial complex oxides by providing access to a broader range of compositions and enabling their formation in complex geometries. The SPE of PrAlO3 on SrTiO3 serves as a model system. The interfaces between lanthanide aluminates and SrTiO3 are also of practical interest because these interfaces can host a two-dimensional electron gas. Amorphous PrAlO3 layers were deposited on the SrTiO3 (001) by atomic layer deposition using tris(isopropylcyclopentadienyl)praseodymium (Pr(C5H4iPr)3), trimethylaluminum (AlMe3) and water.
Yajin Chen presented her work on the use of solid-phase epitaxy to create epitaxial complex-oxide interfaces that have promising electronic properties at the APS March Meeting 2019 in Boston, MA. The presented work is a part of a collaborative project with Prof. Charles H. Winter’s group in the Department of Chemistry at Wayne State University. Epitaxial RAlO3/SrTiO3 (R = La, Pr, Nd) oxide interfaces can produce a two-dimensional electron gas (2DEG), but the creation of those interfaces is limited to 2D geometries. Intricate geometries of epitaxial oxide thin films can be created by crystallizing the amorphous layers with thermal heating, which is termed solid-phase epitaxy. Atomic layer deposition (ALD) is employed to deposit the amorphous layers because ALD allows for the conformal deposition of thin films over non-planar surfaces. Prof. Winter’s group successfully developed the growth of amorphous PrAlO3 thin films by ALD. Epitaxial PrAlO3 thin films were achieved on single-crystal (001) SrTiO3 substrates with solid-phase epitaxy through the development of new ALD procedures, by understanding of the crystallization kinetics, and by probing the microstructure and interface structures of the crystallized thin films.
Trap and Transfer. Two-Step Hole Injection Across the Sb2S3/CuSCN Interface i...kamatlab
Trap and Transfer. Two-Step Hole Injection Across the Sb2S3/CuSCN Interface in Solid State Solar Cells. ACS Nano, 2013, ASAP.
DOI: 10.1021/nn403058f
In solid-state semiconductor-sensitized solar cells, commonly known as extremely thin absorber (ETA) or solid-state quantum dot sensitized solar cells (QDSCs), transfer of photogenerated holes from the absorber species to the p-type hole conductor plays a critical role in the charge separation process. Using Sb2S3 (absorber) and CuSCN (hole conductor), we have constructed ETA solar cells exhibiting a power conversion efficiency of 3.3%. The hole transfer from excited Sb2S3 into CuSCN, which limits the overall power conversion efficiency of these solar cells, is now independently studied using transient absorption spectroscopy. In the Sb2S3 absorber layer, photogenerated holes are rapidly localized on the sulfur atoms of the crystal lattice, forming a sulfide radical (S−•) species. This trapped hole is transferred from the Sb2S3 absorber to the CuSCN hole conductor with an exponential time constant of 1680 ps. This process was monitored through the spectroscopic signal seen for the S−• species in Sb2S3, providing direct evidence for the hole transfer dynamics in ETA solar cells. Elucidation of the hole transfer mechanism from Sb2S3 to CuSCN represents a significant step toward understanding charge separation in Sb2S3 solar cells, and provides insight into the design of new architectures for higher efficiency devices.
Rate limiting interfacial hole transfer in Sb2S3 solid state solar cellskamatlab
view article: http://dx.doi.org/10.1039/C3EE43844A
Solid-state sensitized solar cells (SSCs) utilizing semiconductor absorbers overcome the issues of leakage and evaporation encountered in liquid-junction SSCs, and offer the potential for efficient, low cost photovoltaics. For widespread commercialization these solar cells require higher power conversion efficiency than is currently obtained with state-of-the-art devices. One critical component to this is the efficient extraction of photogenerated charges from the semiconductor absorber material. In this study, we decouple the two steps of hole transfer in the Sb2S3/CuSCN system: diffusion of holes in the Sb2S3 absorber layer, and transfer of these holes across Sb2S3–CuSCN interface. We find that interfacial transfer is the major limiting step in the thin (< 20 nm) Sb2S3 films used for high efficiency Sb2S3 photovoltaics. Decoupling of diffusion and interfacial transfer leads to a deeper understanding of the mechanism of hole transfer. This information has implications for the future design of semiconductor-based SSCs as it points to an important, often neglected interface, the absorber-hole conductor interface, which can play an important role in charge extraction.
Research proposal on organic-inorganic halide perovskite light harvesting mat...Rajan K. Singh
Organic-Inorganic perovskite materials has many applications in the field of opto-electronics such as photo-voltaic cells, LEDs, sensors, memory devices etc. due to its excellent optical and electrical properties. Presence of Pb in such type of perovskite is the biggest challenge for researchers.
Yajin Chen presented her work on the use of solid-phase epitaxy to create epitaxial complex-oxide interfaces that have promising electronic properties at the APS March Meeting 2019 in Boston, MA. The presented work is a part of a collaborative project with Prof. Charles H. Winter’s group in the Department of Chemistry at Wayne State University. Epitaxial RAlO3/SrTiO3 (R = La, Pr, Nd) oxide interfaces can produce a two-dimensional electron gas (2DEG), but the creation of those interfaces is limited to 2D geometries. Intricate geometries of epitaxial oxide thin films can be created by crystallizing the amorphous layers with thermal heating, which is termed solid-phase epitaxy. Atomic layer deposition (ALD) is employed to deposit the amorphous layers because ALD allows for the conformal deposition of thin films over non-planar surfaces. Prof. Winter’s group successfully developed the growth of amorphous PrAlO3 thin films by ALD. Epitaxial PrAlO3 thin films were achieved on single-crystal (001) SrTiO3 substrates with solid-phase epitaxy through the development of new ALD procedures, by understanding of the crystallization kinetics, and by probing the microstructure and interface structures of the crystallized thin films.
Trap and Transfer. Two-Step Hole Injection Across the Sb2S3/CuSCN Interface i...kamatlab
Trap and Transfer. Two-Step Hole Injection Across the Sb2S3/CuSCN Interface in Solid State Solar Cells. ACS Nano, 2013, ASAP.
DOI: 10.1021/nn403058f
In solid-state semiconductor-sensitized solar cells, commonly known as extremely thin absorber (ETA) or solid-state quantum dot sensitized solar cells (QDSCs), transfer of photogenerated holes from the absorber species to the p-type hole conductor plays a critical role in the charge separation process. Using Sb2S3 (absorber) and CuSCN (hole conductor), we have constructed ETA solar cells exhibiting a power conversion efficiency of 3.3%. The hole transfer from excited Sb2S3 into CuSCN, which limits the overall power conversion efficiency of these solar cells, is now independently studied using transient absorption spectroscopy. In the Sb2S3 absorber layer, photogenerated holes are rapidly localized on the sulfur atoms of the crystal lattice, forming a sulfide radical (S−•) species. This trapped hole is transferred from the Sb2S3 absorber to the CuSCN hole conductor with an exponential time constant of 1680 ps. This process was monitored through the spectroscopic signal seen for the S−• species in Sb2S3, providing direct evidence for the hole transfer dynamics in ETA solar cells. Elucidation of the hole transfer mechanism from Sb2S3 to CuSCN represents a significant step toward understanding charge separation in Sb2S3 solar cells, and provides insight into the design of new architectures for higher efficiency devices.
Rate limiting interfacial hole transfer in Sb2S3 solid state solar cellskamatlab
view article: http://dx.doi.org/10.1039/C3EE43844A
Solid-state sensitized solar cells (SSCs) utilizing semiconductor absorbers overcome the issues of leakage and evaporation encountered in liquid-junction SSCs, and offer the potential for efficient, low cost photovoltaics. For widespread commercialization these solar cells require higher power conversion efficiency than is currently obtained with state-of-the-art devices. One critical component to this is the efficient extraction of photogenerated charges from the semiconductor absorber material. In this study, we decouple the two steps of hole transfer in the Sb2S3/CuSCN system: diffusion of holes in the Sb2S3 absorber layer, and transfer of these holes across Sb2S3–CuSCN interface. We find that interfacial transfer is the major limiting step in the thin (< 20 nm) Sb2S3 films used for high efficiency Sb2S3 photovoltaics. Decoupling of diffusion and interfacial transfer leads to a deeper understanding of the mechanism of hole transfer. This information has implications for the future design of semiconductor-based SSCs as it points to an important, often neglected interface, the absorber-hole conductor interface, which can play an important role in charge extraction.
Research proposal on organic-inorganic halide perovskite light harvesting mat...Rajan K. Singh
Organic-Inorganic perovskite materials has many applications in the field of opto-electronics such as photo-voltaic cells, LEDs, sensors, memory devices etc. due to its excellent optical and electrical properties. Presence of Pb in such type of perovskite is the biggest challenge for researchers.
Perovskites-based Solar Cells: The challenge of material choice for p-i-n per...Akinola Oyedele
Perovskite-based PV have triggered widespread interest in the scientific community because these materials offer the attractive combinations of low cost and theoretically high efficiency. However, several challenges must be overcome for these relatively new PV materials. Among the many important challenges, one is the choice of materials to be used in thin film PV devices..
Based on fundamental principles of solar photovoltaics, this problem focuses on two aspects of the perovskite system:
1) Based on a planar p-i-n device structure, a potential list of p- and n-type charge collecting layers as well as the conductive contacts that could be used with a promising perovskite absorber material was identified, and a proper justification for the selection of each material in the device was given.
2) Three theoretical p-i-n type solar cells were made with the chosen materials and appropriate conductive contacts.
A perovskite solar cell is a type of solar cell which includes a perovskite structured compound, most commonly a hybrid organic-inorganic lead or tin halide-based material, as the light-harvesting active layer.
Deposition of Metal and Transition Metal Nanostructures by Galvanic Displacem...Minh Tran
Metal and transition metal nanostructures are of great interest due to their applicability in various areas such as catalysis, sensing, and optoelectronics. Here we report the formation of palladium (Pd), platinum (Pt), nickel (Ni), and cobalt (Co) nanostructures by galvanic displacement technique. The synthesis method essentially consists of immersing a silicon (Si) substrate in hydrofluoric (HF) acid for 2 min., followed by immersing the substrate in metal or transition metal precursor solution for 5 min. These steps are repeated several times to obtain the desired density of the nanostructures. A series of experiments was performed to monitor the density and morphology of the synthesized nanostructures, and the results were correlated to the number of times the above steps were repeated. Thus, a good control over the nanostructure density was obtained. Further, we investigated the effect of chemical additives, like sodium dodecyl sulfate (SDS) and cetyltrimethylammonium bromide (CTAB), on the morphology and density of the nanostructures. The characterization of all the above nanostructures was performed by using scanning electron microscope (SEM), energy dispersive x-ray spectrometer (EDS), and ultraviolet-visible spectrometer (UV-Vis).
Use of conventional sources of energy to generate electricity is
increasing rapidly due to growing energy demands in every sector which is the major cause for pollution as well and also is an environmental concern for future. Considering this, there is lot of R&D going on in the field of alternate energy sources with recent advancements in technology. One of the recent advancement is the perovskite solar technology in the photovoltaics industry. The power conversion efficiency of perovskite solar cells has been improved from 9.7 to 20.1% within 4 years which is the fastest advancement ever in the photovoltaic industry. Such a high photovoltaic performance can be attributed to optically high absorption characteristics of the hybrid lead perovskite materials.
In this review, different perovskite materials are discussed along with the fundamental details of the hybrid lead halide perovskite materials. The fabrication techniques, stability, device structure and the chemistry of the perovskite structure are also described aiming for a better understanding of these materials and thus highly efficient perovskite solar cell devices. In addition some advantages and drawbacks are also discussed here to outline the prospects and challenges of using the perovskites in commercial PV devices.
Using Reverse Micelle and Hydrothermal Techniques, we created a variety of Nanocrystals, Nanorods, Quatum dots etc. in our Laboratory at DAVIET, Jallandhar ( 2008-2011).
Optical and Dielectric Studies on Semiorganic Nonlinear Optical Crystal by So...ijrap
The field of nonlinear optics became practically a reality after the invention of laser. High performance electro-optic switching elements for telecommunication and optical information processing are based on materials with high nonlinear optical (NLO) properties. Single crystals of nonlinear optical material Llysine sulphate (LLS) are grown by slow evaporation technique. The crystal structure and lattice parameters are determined for the grown crystal by single X-ray diffraction studies. The wide transparency range of the crystals in the visible region of the electromagnetic spectrum is identified by the UV-Vis-NIR technique. The mechanical property of the grown crystal is determined by Vicker’s microhardness test. It is observed from the microhardness studies of the grown crystals that the hardness increases with increase in load. Meyer’s index n is calculated which proves that the material belongs to soft material category. The dielectric constant and dielectric loss are calculated by varying the frequencies at room temperature. The emission of green light on passing the Nd: YAG laser confirms the second harmonic generation (SHG) property of the crystals .The SHG efficiency of the crystals are found to be better than that of Potassium Di hydrogen Phosphate (KDP)
Progress in all inorganic perovskite solar cellMd Ataul Mamun
Since their first introduction in the research arena, the hybrid organic-inorganic perovskite photovoltaic cells have been showing frequent record breaking power conversion efficiencies (PCEs). Despite the rapid increase in PCE by engaging new perovskite materials as active layers as well as new fabrication techniques, their stability remains too poor to go for a mass production. Mainly the organic materials in the hybrid PSCs are responsible for this instability. Consequently, very recently, different approaches are taken to replace these organic components by inorganic ones to fabricate all-inorganic PSCs. Though these first-generation all-inorganic PSCs are yet to produce competitive PCEs like their counterparts, they have already demonstrated superb stability to be a propitious bidder for solar cell energy yielding. The state-of-the-art quantum dots based cells shown efficiency as high as 10.77% and intact stability for months.
Perovskites-based Solar Cells: The challenge of material choice for p-i-n per...Akinola Oyedele
Perovskite-based PV have triggered widespread interest in the scientific community because these materials offer the attractive combinations of low cost and theoretically high efficiency. However, several challenges must be overcome for these relatively new PV materials. Among the many important challenges, one is the choice of materials to be used in thin film PV devices..
Based on fundamental principles of solar photovoltaics, this problem focuses on two aspects of the perovskite system:
1) Based on a planar p-i-n device structure, a potential list of p- and n-type charge collecting layers as well as the conductive contacts that could be used with a promising perovskite absorber material was identified, and a proper justification for the selection of each material in the device was given.
2) Three theoretical p-i-n type solar cells were made with the chosen materials and appropriate conductive contacts.
A perovskite solar cell is a type of solar cell which includes a perovskite structured compound, most commonly a hybrid organic-inorganic lead or tin halide-based material, as the light-harvesting active layer.
Deposition of Metal and Transition Metal Nanostructures by Galvanic Displacem...Minh Tran
Metal and transition metal nanostructures are of great interest due to their applicability in various areas such as catalysis, sensing, and optoelectronics. Here we report the formation of palladium (Pd), platinum (Pt), nickel (Ni), and cobalt (Co) nanostructures by galvanic displacement technique. The synthesis method essentially consists of immersing a silicon (Si) substrate in hydrofluoric (HF) acid for 2 min., followed by immersing the substrate in metal or transition metal precursor solution for 5 min. These steps are repeated several times to obtain the desired density of the nanostructures. A series of experiments was performed to monitor the density and morphology of the synthesized nanostructures, and the results were correlated to the number of times the above steps were repeated. Thus, a good control over the nanostructure density was obtained. Further, we investigated the effect of chemical additives, like sodium dodecyl sulfate (SDS) and cetyltrimethylammonium bromide (CTAB), on the morphology and density of the nanostructures. The characterization of all the above nanostructures was performed by using scanning electron microscope (SEM), energy dispersive x-ray spectrometer (EDS), and ultraviolet-visible spectrometer (UV-Vis).
Use of conventional sources of energy to generate electricity is
increasing rapidly due to growing energy demands in every sector which is the major cause for pollution as well and also is an environmental concern for future. Considering this, there is lot of R&D going on in the field of alternate energy sources with recent advancements in technology. One of the recent advancement is the perovskite solar technology in the photovoltaics industry. The power conversion efficiency of perovskite solar cells has been improved from 9.7 to 20.1% within 4 years which is the fastest advancement ever in the photovoltaic industry. Such a high photovoltaic performance can be attributed to optically high absorption characteristics of the hybrid lead perovskite materials.
In this review, different perovskite materials are discussed along with the fundamental details of the hybrid lead halide perovskite materials. The fabrication techniques, stability, device structure and the chemistry of the perovskite structure are also described aiming for a better understanding of these materials and thus highly efficient perovskite solar cell devices. In addition some advantages and drawbacks are also discussed here to outline the prospects and challenges of using the perovskites in commercial PV devices.
Using Reverse Micelle and Hydrothermal Techniques, we created a variety of Nanocrystals, Nanorods, Quatum dots etc. in our Laboratory at DAVIET, Jallandhar ( 2008-2011).
Optical and Dielectric Studies on Semiorganic Nonlinear Optical Crystal by So...ijrap
The field of nonlinear optics became practically a reality after the invention of laser. High performance electro-optic switching elements for telecommunication and optical information processing are based on materials with high nonlinear optical (NLO) properties. Single crystals of nonlinear optical material Llysine sulphate (LLS) are grown by slow evaporation technique. The crystal structure and lattice parameters are determined for the grown crystal by single X-ray diffraction studies. The wide transparency range of the crystals in the visible region of the electromagnetic spectrum is identified by the UV-Vis-NIR technique. The mechanical property of the grown crystal is determined by Vicker’s microhardness test. It is observed from the microhardness studies of the grown crystals that the hardness increases with increase in load. Meyer’s index n is calculated which proves that the material belongs to soft material category. The dielectric constant and dielectric loss are calculated by varying the frequencies at room temperature. The emission of green light on passing the Nd: YAG laser confirms the second harmonic generation (SHG) property of the crystals .The SHG efficiency of the crystals are found to be better than that of Potassium Di hydrogen Phosphate (KDP)
Progress in all inorganic perovskite solar cellMd Ataul Mamun
Since their first introduction in the research arena, the hybrid organic-inorganic perovskite photovoltaic cells have been showing frequent record breaking power conversion efficiencies (PCEs). Despite the rapid increase in PCE by engaging new perovskite materials as active layers as well as new fabrication techniques, their stability remains too poor to go for a mass production. Mainly the organic materials in the hybrid PSCs are responsible for this instability. Consequently, very recently, different approaches are taken to replace these organic components by inorganic ones to fabricate all-inorganic PSCs. Though these first-generation all-inorganic PSCs are yet to produce competitive PCEs like their counterparts, they have already demonstrated superb stability to be a propitious bidder for solar cell energy yielding. The state-of-the-art quantum dots based cells shown efficiency as high as 10.77% and intact stability for months.
Los días 22 y 23 de junio de 2016 organizamos en la Fundación Ramón Areces un simposio internacional sobre 'Materiales bidimensionales: explorando los límites de la física y la ingeniería'. En colaboración con el Massachusetts Institute of Technology (MIT), científicos de este prestigioso centro de investigación mostraron las propiedades únicas de materiales como el grafeno, de solo un átomo de espesor, y al mismo tiempo más resistente que el acero y mucho más ligero.
Structure, microstructure and dielectric study of (ba0.6 sr0.4)(zr0.6ti0.4)o3...eSAT Publishing House
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology.
Camille Bishop, a 5th-year graduate student working in Mark Ediger’s group as part of the MRSEC IRG 1, presented her work on liquid crystal-like order in vapor-deposited glasses at the Gordon Conference on Liquid Crystals in New London, NH that took place from July 7th-12th, 2019.
The poster shows a wide range of different organic glasses created using physical vapor deposition, a thin film fabrication technique. How to control and tune the molecular organization in these structured glasses is discussed. Control of the structure in these sorts of materials should enable them to be applied to novel organic electronics.
Amorphous solids lack long-range order but have atomic and nanoscale structural and chemical features that define many of their properties. This presentation describes the structure of important classes of amorphous materials, the geometrical and chemical concepts that govern the structure, and discusses experimental methods that enable precise characterization of structural parameters.
Presented by Dr. Paul Voyles and Dr. Paul Evans.
Master's thesis defense presentation by Valentin Paul. Presented 8/5/2019 for the Department of Engineering Physics at the University of Wisconsin-Madison
Presented by Dr. Mark Ediger
Part of the 2019 MRSEC Summer Seminar Series
The thermodynamics of glasses were reviewed and how the state of a glass is influenced by different methods of preparation was briefly described. A qualitative description of glasses within the framework of the potential energy landscape was presented, with an emphasis on the configurational entropy. Relaxation processes in glasses were also discussed, including physical aging, sub-Tg relaxations, and quantum tunneling two-level systems. Along the way, the audience was led to understand what is wrong with these statements: 1) All glasses with a given composition have the same properties. 2) Nothing can move in a glass. 3) There is nothing interesting about glasses.
Presented by Dr. John Perepezko as part of the 2019 MRSEC Summer Seminar Series. MRSEC hosted this inaugural series of pedagogical seminars for the benefit of students and postdocs interested in a deeper dive into selected topics. Presentations are selected based on topics requested by students.
This presentation covers the basic reaction pathways controlling the crystallization of amorphous materials. The topics include a survey of nucleation kinetics, phase section thermodynamics, growth kinetics and the representation of the overall transformation kinetics. Some of the ways that the popular analysis methods are used and abused are highlighted and the importance of incorporating a detailed microstructure evaluation in any kinetics analysis is pointed out.
Mark D. Ediger (University of Wisconsin-Madison) presents at the Fred Kavli Special Symposium: From Unit Cell to Biological Cell at the APS March Meeting 2019 in Boston, MA. View abstract below.
-------------------------------------------------
The Design And Growth Of Ultra-Stable Glasses
-------------------------------------------------
Glasses are generally regarded as highly disordered and the idea of "controlling" molecular packing in glasses is reasonably met with skepticism. However, as glasses are non-equilibrium materials, a vast array of amorphous structures are possible in principle. Physical vapor deposition (PVD) allows a surprising amount of control over molecular packing in glasses and can be used to test the limits of amorphous packing in two ways. PVD can prepare glasses that approach the limits of the most dense and lowest energy amorphous packings that are possible. The activation barriers for rearrangements in these materials are very high, giving rise to high thermal and chemical stability. In addition, PVD allows control over anisotropic packing in glasses. For rod-shaped molecules, for example, glasses can be prepared in which the molecules have a substantial tendency to stand-up or lie-down relative to the substrate. As these materials have applications in organic electronics, an important question is: How much anisotropic order can be added to a glass without destroying key technological advantages such as macroscopic homogeneity? The high density and anisotropic packing of PVD glasses can be explained by a mechanism that is "anti-epitaxial" as structure is templated by the top surface rather than by the underlying substrate.
THE IMPORTANCE OF MARTIAN ATMOSPHERE SAMPLE RETURN.Sérgio Sacani
The return of a sample of near-surface atmosphere from Mars would facilitate answers to several first-order science questions surrounding the formation and evolution of the planet. One of the important aspects of terrestrial planet formation in general is the role that primary atmospheres played in influencing the chemistry and structure of the planets and their antecedents. Studies of the martian atmosphere can be used to investigate the role of a primary atmosphere in its history. Atmosphere samples would also inform our understanding of the near-surface chemistry of the planet, and ultimately the prospects for life. High-precision isotopic analyses of constituent gases are needed to address these questions, requiring that the analyses are made on returned samples rather than in situ.
Richard's entangled aventures in wonderlandRichard 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.
This pdf is about the Schizophrenia.
For more details visit on YouTube; @SELF-EXPLANATORY;
https://www.youtube.com/channel/UCAiarMZDNhe1A3Rnpr_WkzA/videos
Thanks...!
Earliest Galaxies in the JADES Origins Field: Luminosity Function and Cosmic ...Sérgio Sacani
We characterize the earliest galaxy population in the JADES Origins Field (JOF), the deepest
imaging field observed with JWST. We make use of the ancillary Hubble optical images (5 filters
spanning 0.4−0.9µm) and novel JWST images with 14 filters spanning 0.8−5µm, including 7 mediumband filters, and reaching total exposure times of up to 46 hours per filter. We combine all our data
at > 2.3µm to construct an ultradeep image, reaching as deep as ≈ 31.4 AB mag in the stack and
30.3-31.0 AB mag (5σ, r = 0.1” circular aperture) in individual filters. We measure photometric
redshifts and use robust selection criteria to identify a sample of eight galaxy candidates at redshifts
z = 11.5 − 15. These objects show compact half-light radii of R1/2 ∼ 50 − 200pc, stellar masses of
M⋆ ∼ 107−108M⊙, and star-formation rates of SFR ∼ 0.1−1 M⊙ yr−1
. Our search finds no candidates
at 15 < z < 20, placing upper limits at these redshifts. We develop a forward modeling approach to
infer the properties of the evolving luminosity function without binning in redshift or luminosity that
marginalizes over the photometric redshift uncertainty of our candidate galaxies and incorporates the
impact of non-detections. We find a z = 12 luminosity function in good agreement with prior results,
and that the luminosity function normalization and UV luminosity density decline by a factor of ∼ 2.5
from z = 12 to z = 14. We discuss the possible implications of our results in the context of theoretical
models for evolution of the dark matter halo mass function.
The increased availability of biomedical data, particularly in the public domain, offers the opportunity to better understand human health and to develop effective therapeutics for a wide range of unmet medical needs. However, data scientists remain stymied by the fact that data remain hard to find and to productively reuse because data and their metadata i) are wholly inaccessible, ii) are in non-standard or incompatible representations, iii) do not conform to community standards, and iv) have unclear or highly restricted terms and conditions that preclude legitimate reuse. These limitations require a rethink on data can be made machine and AI-ready - the key motivation behind the FAIR Guiding Principles. Concurrently, while recent efforts have explored the use of deep learning to fuse disparate data into predictive models for a wide range of biomedical applications, these models often fail even when the correct answer is already known, and fail to explain individual predictions in terms that data scientists can appreciate. These limitations suggest that new methods to produce practical artificial intelligence are still needed.
In this talk, I will discuss our work in (1) building an integrative knowledge infrastructure to prepare FAIR and "AI-ready" data and services along with (2) neurosymbolic AI methods to improve the quality of predictions and to generate plausible explanations. Attention is given to standards, platforms, and methods to wrangle knowledge into simple, but effective semantic and latent representations, and to make these available into standards-compliant and discoverable interfaces that can be used in model building, validation, and explanation. Our work, and those of others in the field, creates a baseline for building trustworthy and easy to deploy AI models in biomedicine.
Bio
Dr. Michel Dumontier is the Distinguished Professor of Data Science at Maastricht University, founder and executive director of the Institute of Data Science, and co-founder of the FAIR (Findable, Accessible, Interoperable and Reusable) data principles. His research explores socio-technological approaches for responsible discovery science, which includes collaborative multi-modal knowledge graphs, privacy-preserving distributed data mining, and AI methods for drug discovery and personalized medicine. His work is supported through the Dutch National Research Agenda, the Netherlands Organisation for Scientific Research, Horizon Europe, the European Open Science Cloud, the US National Institutes of Health, and a Marie-Curie Innovative Training Network. He is the editor-in-chief for the journal Data Science and is internationally recognized for his contributions in bioinformatics, biomedical informatics, and semantic technologies including ontologies and linked data.
Observation of Io’s Resurfacing via Plume Deposition Using Ground-based Adapt...Sérgio Sacani
Since volcanic activity was first discovered on Io from Voyager images in 1979, changes
on Io’s surface have been monitored from both spacecraft and ground-based telescopes.
Here, we present the highest spatial resolution images of Io ever obtained from a groundbased telescope. These images, acquired by the SHARK-VIS instrument on the Large
Binocular Telescope, show evidence of a major resurfacing event on Io’s trailing hemisphere. When compared to the most recent spacecraft images, the SHARK-VIS images
show that a plume deposit from a powerful eruption at Pillan Patera has covered part
of the long-lived Pele plume deposit. Although this type of resurfacing event may be common on Io, few have been detected due to the rarity of spacecraft visits and the previously low spatial resolution available from Earth-based telescopes. The SHARK-VIS instrument ushers in a new era of high resolution imaging of Io’s surface using adaptive
optics at visible wavelengths.
Professional air quality monitoring systems provide immediate, on-site data for analysis, compliance, and decision-making.
Monitor common gases, weather parameters, particulates.
Solid Phase Epitaxy of PrAlO3 on SrTiO3: A New Growth Approach for Complex Oxide Thin Films and Interfaces
1. Solid Phase Epitaxy of PrAlO3 on SrTiO3:
A New Growth Approach for Complex
Oxide Thin Films and Interfaces
Peng Zuo,1 Yajin Chen,1 Wathsala L. I. Waduge,2 Navoda Jayakodiarachchi,2 Deepankar
Sri Gyan,1 Donald Savage,1 Thomas F. Kuech,3 Charles H. Winter,2 Susan E. Babcock1
and Paul G. Evans1
1. Department of Materials Science and Engineering, University of Wisconsin-Madison
2. Department of Chemistry, Wayne State University
3. Department of Chemical and Biological Engineering, University of Wisconsin-Madison
1
2. To Create 3D PrAlO3/SrTiO3 Interfaces
2
• PrAlO3/SrTiO3:
• 2-Dimensional Electron Gas (2DEG)
• Pulsed Laser Deposition: limited to
planar geometries
A. Annadi et al. PRB, 86(2012), 085450.
New Growth Method Needed for More Complex 3D Geometries
• Atomic Layer Deposition (ALD):
• Allows 3D Geometries: good conformality
• Current Limitations: precursors not self-limited
3. Structure Similarity of PrAlO3 & SrTiO3
3
PrAlO3:
Rhombohedral, a= 5.307 Å, 𝞪=60.33∘
Pseudocubic (FCC), a/2 ~ 3.753 Å
Al
O
Pr
SrTiO3:
Cubic, a= 3.905 Å Sr
Ti
O
Same Octahedra Packing
4. Key Issues
4
• New ALD Process for PrAlO3
• Crystallization Process:
• Epitaxial 𝞬-Al2O3 Layer at the PrAlO3/SrTiO3 Interface As-deposited
• Highly (001)-Oriented PrAlO3 Films after Thermal Annealing
5. Experimental Process
5
• Amorphous PrAlO3 Grown by Atomic Layer Deposition (ALD)
In collaboration with Prof. Charles Winter Group from Wayne State University
• New Precursors: Pr(C5H4iPr)3, AlMe3, Water
• Deposition @ 300∘C, Films Thickness ~206 nm
• Thermal Annealing in A Range of Temperatures between 500 ∘C and
1000 ∘C, and Durations between 20 min and 11 h
6. Average Amorphous PrAlO3 Films As-Deposited
6
W. L. I. Waduge et al., submitted 2019.
Grazing-Incidence X-ray Diffraction
8. 8
Epitaxial 𝞬-Al2O3 at Interface As-Deposited
STEM-HAADF
Interfacial
Layer
SrTiO3
~1.95 Å
~1.94 Å
Sr
Ti, O 1 nm
[001]
[100]
𝞬-Al2O3: cubic, a=7.900 Å
1.975 Å
Al
O
9. 9
X-ray 𝛉-2𝛉 Scan Along SrTiO3 Qz Direction
• The Sample Annealed at 800∘C, 3h
W. L. I. Waduge et al., submitted 2019.
FCC 002
FCC 004
X-ray Phi Scan
Epitaxial PrAlO3 Films Grown on the 𝞬-Al2O3 Layer
10. Epitaxial PrAlO3 Films Grown on the 𝞬-Al2O3 Layer
10
1 nm
STEM-HAADF• 800∘C, 1h
PrAlO3
𝞬-Al2O3
SrTiO3
[100]
[001]
[100]
[001]
11. Model for Epitaxial PrAlO3 Films on 𝞬-Al2O3
11
Al
O
𝞬-Al2O3 (001) faceFCC-PrAlO3 (001) face
~ 5% Mismatch
12. Conclusions & Perspectives
12
We gratefully acknowledge funding from the
National Science Foundation, DMR-1720415
• Supervisors: Prof. Susan E. Babcock, Prof. Paul G. Evans, Prof. Thomas F. Kuech
• Collaborators: UW-Madison: Yajin Chen, Deepankar Sri Gyan, Dr. Donald Savage; Wayne
State University: Prof. Charles H. Winter, Dr. Wathsala L. I. Waduge, Navoda
Jayakodiarachchi
Acknowledgement
• New ALD Growth Method Developed for PrAlO3
• Epitaxial 𝞬-Al2O3 Layer Grown on (001) SrTiO3 As-deposited
• To Explore the Role of the 𝞬-Al2O3 Layer in PrAlO3 Solid Phase Epitaxy
• Developing Alternative Precursors for Pr