223 citations
- Thermo Fisher Scientific (Israel)IL3 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 Tennessee at KnoxvilleUS2 papers
- AbbVie (United States)US1 paper
- AlistoreFR1 paper
- Amazon (United States)US1 paper
- ARC Centre of Excellence for Transformative Meta-Optical SystemsAU1 paper
- Argonne National LaboratoryUS1 paper
- Arizona State UniversityUS1 paper
15 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…