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 C60: AI Materials Design and Discovery II

Focus Session Live

Show Abstracts

Sponsoring Units: GDS DCOMP
Chair: William Ratcliff, NIST; Cheng-Chien Chen, University of Alabama at Birmingham

Monday, March 15, 2021 3:00PM - 3:12PM Live		C60.00001: Machine Learning and Evolutionary Prediction of Superhard B-C-N Compounds Cheng-Chien Chen, Wei-Chih Chen, Yogesh Kumar Vohra
Monday, March 15, 2021 3:12PM - 3:24PM Live		C60.00002: Using machine learning to optimize optical response of all-dielectric core-shell nanoparticle David J. Hoxie, Purushotham Bangalore, Kannatassen Appavoo
Monday, March 15, 2021 3:24PM - 3:36PM Live		C60.00003: A Novel Artificial Intelligence Platform Applied to the Generative Design of Polymer Dielectrics Rishi Gurnani, Deepak Kamal, Huan Tran, Rampi Ramprasad
Monday, March 15, 2021 3:36PM - 3:48PM Live		C60.00004: Machine learning the molecular dipole moment with atomic partial charges and atomic dipoles Max Veit, David` Wilkins, Yang Yang, Robert Distasio, Michele Ceriotti
Monday, March 15, 2021 3:48PM - 4:00PM Live		C60.00005: Machine learning as a solution to the electronic structure problem Beatriz Gonzalez, Rampi Ramprasad
Monday, March 15, 2021 4:00PM - 4:12PM Live		C60.00006: Machine-learning-assisted prediction of the power conversion efficiencies of non-fullerene organic solar cells Yuta Yoshimoto, Chihiro Kamijima, Shu Takagi, Ikuya Kinefuchi
Monday, March 15, 2021 4:12PM - 4:24PM Live		C60.00007: Predicting the Absorption Spectra of Azobenzene Dyes Valentin Stanev, Ryota Maehashi, YOSHIMI OHTA, Ichiro Takeuchi
Monday, March 15, 2021 4:24PM - 4:36PM Live		C60.00008: A Machine Learned Model for Solid Form Volume Estimation Based on Packing-Accessible Surface and Molecular Topological Fragments Imanuel Bier, Noa Marom
Monday, March 15, 2021 4:36PM - 5:12PM Live		C60.00009: Predicting outcomes of catalytic reactions using machine learning Invited Speaker: Trevor Rhone
Monday, March 15, 2021 5:12PM - 5:24PM Live		C60.00010: Optical engineering of carbon-based nanowires using machine learning Ethan Shapera, Christoph Heil, Philipp Braeuninger-Weimer
Monday, March 15, 2021 5:24PM - 5:36PM Not Participating		C60.00011: Machine Learning the Long-Time Dynamics of Spin Ice Kyle Sherman, Snigdhansu Chatterjee, Rejaul Karim, Kevin Mcilhany, Olivier Pauluis, Dallas Trinkle, Michael Lawler
Monday, March 15, 2021 5:36PM - 5:48PM Not Participating		C60.00012: Machine-Learning Thermal Properties Dale Gaines II, Yi Xia, Christopher Wolverton

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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 C60: AI Materials Design and Discovery II

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