Bulletin of the American Physical Society

APS March Meeting 2021

Volume 66, Number 1

Monday–Friday, March 15–19, 2021; Virtual; Time Zone: Central Daylight Time, USA

Session Index

Session L61: Data Science Platforms: Algorithms and Visualization

Sponsoring Units: GDS DCOMP
Chair: Kyle Hall, Temple University; William Ratcliff, National Institute of Standards and Technology

Wednesday, March 17, 2021 8:00AM - 8:36AM Live		L61.00001: Towards Secure and Interpretable AI: Scalable Methods, Interactive Visualizations, and Practical Tools Invited Speaker: Polo Chau
Wednesday, March 17, 2021 8:36AM - 8:48AM Live		L61.00002: Visualizing multiparameter probabilistic models in Minkowski space Han Kheng, Itay Griniasty, Katherine N Quinn, Jaron Kent-Dobias, Colin B Clement, Qingyang Xu, Jingyang Zheng, Andrea Roeser, James Patarasp Sethna, Itai Cohen, Jesse H. Goldberg
Wednesday, March 17, 2021 8:48AM - 9:00AM Live		L61.00003: High dimensional model representation with machine-learned component functions: a powerful tool to learn multivariate functions from sparse data Mohamed Ali Boussaidi, Owen Ren, Dmitry Voytsekhovsky, Sergei Manzhos
Wednesday, March 17, 2021 9:00AM - 9:12AM Live		L61.00004: Enhancing searches for resonances with robust classifiers using moment decomposition Ouail Kitouni, Benjamin Nachman, Constantin Weisser, Mike Williams
Wednesday, March 17, 2021 9:12AM - 9:48AM Live		L61.00005: Matplotlib and Scientific Visualization Invited Speaker: Thomas Caswell
Wednesday, March 17, 2021 9:48AM - 10:00AM Live		L61.00006: Mode-Assisted Joint Training of Deep Boltzmann Machines Haik Manukian, Massimiliano Di Ventra
Wednesday, March 17, 2021 10:00AM - 10:12AM Live		L61.00007: The Fully-Automated Nanoscale To Atomistic Structures from Theory and eXperiment (FANTASTX) code Venkata Surya Chaitanya Kolluru, Eric Schwenker, Maria Chan
Wednesday, March 17, 2021 10:12AM - 10:24AM Live		L61.00008: Python Software for Multimodal Optimization of X-ray Reflectivity Data using First Principles Theory Nicholas Cheung, Maria Chan, Dillon D Fong, Kendra Letchworth-Weaver
Wednesday, March 17, 2021 10:24AM - 10:36AM Live		L61.00009: ParaMonte - A cross-platform parallel scalable high-performance Monte Carlo optimization, sampling, and integration library in C, C++, Fortran, MATLAB, Python, and R Shashank Kumbhare, Fatemeh Bagheri, Joshua Osborn, Amir Shahmoradi

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Bulletin of the American Physical Society

APS March Meeting 2021

Volume 66, Number 1

Monday–Friday, March 15–19, 2021; Virtual; Time Zone: Central Daylight Time, USA

Session Index

Session L61: Data Science Platforms: Algorithms and Visualization

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