Monday, March 13, 2017
2:30PM - 2:42PM
|
|
C1.00001: Construction of interatomic potentials for multicomponent systems with stratified neural networks
Samad Hajinazar, Aleksey Kolmogorov
Preview Abstract |
Monday, March 13, 2017
2:42PM - 2:54PM
|
|
C1.00002: High-dimensional artificial neural network potentials for boron and its application to searching for new structures
Woohyun Han, In-Ho Lee, Keejoo Chang
Preview Abstract |
Monday, March 13, 2017
2:54PM - 3:06PM
|
|
C1.00003: Sampling Models for Machine Learned Atomistic Potentials - The Case of Water
Amber Maharaj, Isaac Tamblyn
Preview Abstract |
Monday, March 13, 2017
3:06PM - 3:42PM
|
|
C1.00004: Many-Body Tensor Representation for Machine Learning of Materials
Invited Speaker:
Matthias Rupp
Preview Abstract |
Monday, March 13, 2017
3:42PM - 3:54PM
|
|
C1.00005: Simulating Strongly Anharmonic and Mechanically Unstable Crystals at Finite Temperature
John C. Thomas, Anton Van der Ven
Preview Abstract |
Monday, March 13, 2017
3:54PM - 4:06PM
|
|
C1.00006: Discovery of Novel Oxides Using Machine Learning and First-Principles Calculations
Antoine Emery, Logan Ward, Chris Wolverton
Preview Abstract |
Monday, March 13, 2017
4:06PM - 4:18PM
|
|
C1.00007: Large-scale high-throughput computer-aided discovery of advanced materials using cloud computing
Timur Bazhirov, Mohammad Mohammadi, Kevin Ding, Sergey Barabash
Preview Abstract |
Monday, March 13, 2017
4:18PM - 4:30PM
|
|
C1.00008: Finding patterns, correlations, and descriptors in materials-science data using subgroup discovery
Mario Boley, Bryan R. Goldsmith, Jilles Vreeken, Luca M. Ghiringhelli, Matthias Scheffler
Preview Abstract |
Monday, March 13, 2017
4:30PM - 4:42PM
|
|
C1.00009: Pareto fronts for multiobjective optimization design on materials data
Abhijith Gopakumar, Prasanna Balachandran, James E. Gubernatis, Turab Lookman
Preview Abstract |
Monday, March 13, 2017
4:42PM - 4:54PM
|
|
C1.00010: Lead-free Halide Perovskites via Functionality-directed Materials Screening
Lijun Zhang, Dongwen Yang, Jian Lv, Xingang Zhao, Ji-Hui Yang, Liping Yu, Su-Huai Wei, Alex Zunger
Preview Abstract |
Monday, March 13, 2017
4:54PM - 5:06PM
|
|
C1.00011: Designing Semiconductor Heterostructures Using Digitally Accessible Electronic-Structure Data
Ethan Shapera, Andre Schleife
Preview Abstract |
Monday, March 13, 2017
5:06PM - 5:18PM
|
|
C1.00012: A Data-Driven Approach for Characterization of Ternary Al(fcc)-Al$_{2}$Cu(tet)-Ag$_{2}$Al(hcp) Eutectic Alloys
Irmak Sargin, Scott Beckman
Preview Abstract |
Monday, March 13, 2017
5:18PM - 5:30PM
|
|
C1.00013: Ab initio Studies of Filling-enforced Nodal Semimetals
Ru Chen, Hoi Chun Po, Jeffrey B. Neaton, Ashvin Vishwanath
Preview Abstract |
