223 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Thermo Fisher Scientific (Israel)IL3 papers
- ARC Centre of Excellence for Transformative Meta-Optical SystemsAU2 papers
- National Institute of Standards and TechnologyUS2 papers
- Oak Ridge National LaboratoryUS2 papers
- University of British ColumbiaCA2 papers
- University of California San DiegoUS2 papers
- University of Technology SydneyAU2 papers
- University of Tennessee at KnoxvilleUS2 papers
- AbbVie (United States)US1 paper
- AlistoreFR1 paper
- Amazon (United States)US1 paper
- Ames Research CenterUS1 paper
17 papers
Explainable Machine Learning in Healthcare: Methods, Interpretation, and Applications for Clinical Research
Krishna Padmanabhan, Minxin Lu, Dai Feng +4
We present a structured review of commonly used Explainable machine learning (XML) methodologies, including global and local interpretability tools such as SHapley Additive exPlana…
The Supersymmetric Origin of Chaos and its Hidden Topological Order
Igor V. Ovchinnikov, Massimiliano Di Ventra
Dynamical chaos is a term that encompasses a wide range of nonlinear phenomena such as turbulence, neuronal avalanches, weather patterns, and many others. However, despite much wor…
Chaos, Ito-Stratonovich dilemma, and topological supersymmetry
Igor V. Ovchinnikov
It was recently established that the formalism of the generalized transfer operator (GTO) of dynamical systems (DS) theory, applied to stochastic differential equations (SDEs) of a…
Perspiration vapor lightens near skin air but hinders human evaporative cooling in arid heat
Shri H. Viswanathan, Ankit Joshi, Isabella DeClair +7
Sweat evaporation is the body's primary cooling mechanism, yet the physical factors governing it are not fully understood. We identify a dueling buoyancy effect in the context of t…
Layer controlled orbital selective Mott transition in monolayer nickelate
Byungmin Sohn, Minjae Kim, Sangjae Lee +14
Dimensionality and electronic correlations are crucial elements of many quantum material properties. An example is the change of the electronic structure accompanied by the loss of…
Characterization of WSe films using reflection Kikuchi diffraction in the scanning electron microscope and multivariate statistical analyses
Tianbi Zhang, Jakub Holzer, Tomáš Vystavěl +4
The study of thin films and 2D materials, including transition metal dichalcogenides such as WSe offers opportunities to leverage their properties in advanced sensors, quantum…
Ubiquitous order known as chaos
Igor V. Ovchinnikov
A close relation has recently emerged between two of the most fundamental concepts in physics and mathematics: chaos and supersymmetry. In striking contrast to the semantics of the…
Many-body and QED effects in electron-atom inelastic scattering in EELS
Ioannis Iatrakis, Valerii Brudanin
The elemental composition and electronic structure of materials analyzed by electron energy loss spectroscopy (EELS) are probed by the inner-shell ionization of atoms. This is a lo…
A roadmap for edge computing enabled automated multidimensional transmission electron microscopy
Debangshu Mukherjee, Kevin M. Roccapriore, Anees Al-Najjar +8
The advent of modern, high-speed electron detectors has made the collection of multidimensional hyperspectral transmission electron microscopy datasets, such as 4D-STEM, a routine.…
Nanoscale 3D tomography by in-flight fluorescence spectroscopy of atoms sputtered by a focused ion beam
Garrett Budnik, John Scott, Chengge Jiao +5
Nanoscale fabrication and characterisation techniques critically underpin a vast range of fields, including materials science, nanoelectronics and nanobiotechnology. Focused ion be…
Room-Temperature Valence Transition in a Strain-Tuned Perovskite Oxide
Vipul Chaturvedi, Supriya Ghosh, Dominique Gautreau +17
Cobalt oxides have long been understood to display intriguing phenomena known as spin-state crossovers, where the cobalt ion spin changes vs. temperature, pressure, etc. A very dif…
Bridging Nano and Micro-scale X-ray Tomography for Battery Research by Leveraging Artificial Intelligence
Jonathan Scharf, Mehdi Chouchane, Donal P. Finegan +11
X-ray Computed Tomography (X-ray CT) is a well-known non-destructive imaging technique where contrast originates from the materials' absorption coefficients. Novel battery characte…
Real-time imaging of atomic potentials in 2D materials with 30 keV electrons
Sytze de Graaf, Majid Ahmadi, Ivan Lazić +2
Scanning transmission electron microscopy (STEM) is the most widespread adopted tool for atomic scale characterization of two-dimensional (2D) materials. Many 2D materials remain s…
Versatile Direct Writing of Dopants in a Solid State Host Through Recoil Implantation
Johannes E. Fröch, Alan Bahm, Mehran Kianinia +8
Modifying material properties at the nanoscale is crucially important for devices in nanoelectronics, nanophotonics and quantum information. Optically active defects in wide band g…
Genetic robustness of let-7 miRNA sequence-structure pairs
Qijun He, Fenix W. Huang, Christopher Barrett +1
Genetic robustness, the preservation of evolved phenotypes against genotypic mutations, is one of the central concepts in evolution. In recent years a large body of work has focuse…
Structure in Galaxy Distribution. III. Fourier Transforming the Universe
Jeffrey D. Scargle, Michael Way, Paul Gazis
We demonstrate the effectiveness of a relatively straightforward analysis of the complex 3D Fourier transform of galaxy coordinates derived from redshift surveys. Numerical demonst…
Assessing Technical Performance in Differential Gene Expression Experiments with External Spike-in RNA Control Ratio Mixtures
Sarah A. Munro, Steve P. Lund, P. Scott Pine +30
There is a critical need for standard approaches to assess, report, and compare the technical performance of genome-scale differential gene expression experiments. We assess techni…