Tuesday, March 16, 2021
8:00AM - 8:36AM
Live
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E60.00001: Capturing and Leveraging Computational and Experimental Data in Materials Physics
Invited Speaker:
Maria Chan
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Tuesday, March 16, 2021
8:36AM - 8:48AM
Live
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E60.00002: Physics-Informed Data-Driven Approach for Optimizing Electrocaloric Cooling
Jie Gong, Rohan Mehta, Alan McGaughey
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Tuesday, March 16, 2021
8:48AM - 9:00AM
Live
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E60.00003: First-Principles Prediction of Substrate Induced Changes in Layered Nanomaterials via Physics-Based Machine Learning
Sanghamitra Neogi, Artem Pimachev
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Tuesday, March 16, 2021
9:00AM - 9:12AM
Live
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E60.00004: Featureless adaptive optimization accelerates functional electronic materials design
Yiqun Wang, James M Rondinelli
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Tuesday, March 16, 2021
9:12AM - 9:24AM
Live
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E60.00005: Benchmarking Coordination Number Prediction Algorithms on Inorganic Crystal Structures
Hillary Pan, Alex Ganose, Matthew Horton, Muratahan Aykol, Kristin Persson, Nils E.R. Zimmermann, Anubhav Jain
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Tuesday, March 16, 2021
9:24AM - 9:36AM
Live
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E60.00006: Prediction of atomization energies using entropic data representation and machine learning
Michael De La Rosa, Jorge Munoz
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Tuesday, March 16, 2021
9:36AM - 9:48AM
Live
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E60.00007: Highly Accurate Machine Learning Point Group Classifier for Crystals
Abdulmohsen Alsaui, Saad Alqahtani, Faisal Mumtaz, Ibrahim Alsayoud, Mohammed Al Ghadeer, Ali Muqaibel, Sergey Rashkeev, Ahmer Baloch, Fahhad Alharbi
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Tuesday, March 16, 2021
9:48AM - 10:00AM
Live
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E60.00008: CRYSPNet: Machine Learning Tool for Crystal Structure Predictions
haotong liang, Valentin Stanev, Aaron Kusne, Ichiro Takeuchi
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Tuesday, March 16, 2021
10:00AM - 10:12AM
Live
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E60.00009: Machine learning materials properties for small datasets
Pierre-Paul De Breuck, Geoffroy Hautier, Gian-Marco Rignanese
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Tuesday, March 16, 2021
10:12AM - 10:24AM
Live
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E60.00010: Identifying "materials genes" by symbolic regression: The hierarchical SISSO approach
Lucas Foppa, Thomas Alexander Reichmanis Purcell, Sergey V. Levchenko, Matthias Scheffler, Luca M. Ghiringhelli
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Tuesday, March 16, 2021
10:24AM - 10:36AM
Live
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E60.00011: A massive dataset of synthesis-friendly hypothetical polymers
Arunkumar Rajan, Chiho Kim, Christopher Kuenneth, Deepak Kamal, Rishi Gurnani, Rohit Batra, Rampi Ramprasad
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Tuesday, March 16, 2021
10:36AM - 10:48AM
Live
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E60.00012: Bayesian Optimization Approach for Discovery of High-Capacity Small-Molecule Adsorption in Metal-Organic Frameworks
Eric Taw, Jeffrey Neaton
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Tuesday, March 16, 2021
10:48AM - 11:00AM
Live
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E60.00013: Data-driven studies of the magnetic anisotropy of two-dimensional magnetic materials
Yiqi Xie, Trevor Rhone, Georgios Tritsaris, Oscar Grånäs, Efthimios Kaxiras
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