Improving deep learning model performance under parametric constraints for materials informatics applications

por Gupta, Vishu, Peltekian, Alec, Liao, Wei-keng, Choudhary, Alok, Agrawal, Ankit
Publicado 2023

Moving closer to experimental level materials property prediction using AI

por Jha, Dipendra, Gupta, Vishu, Liao, Wei-keng, Choudhary, Alok, Agrawal, Ankit
Publicado 2022

ElemNet: Deep Learning the Chemistry of Materials From Only Elemental Composition

por Jha, Dipendra, Ward, Logan, Paul, Arindam, Liao, Wei-keng, Choudhary, Alok, Wolverton, Chris, Agrawal, Ankit
Publicado 2018

Enhancing materials property prediction by leveraging computational and experimental data using deep transfer learning

por Jha, Dipendra, Choudhary, Kamal, Tavazza, Francesca, Liao, Wei-keng, Choudhary, Alok, Campbell, Carelyn, Agrawal, Ankit
Publicado 2019

Author Correction: Enhancing materials property prediction by leveraging computational and experimental data using deep transfer learning

por Jha, Dipendra, Choudhary, Kamal, Tavazza, Francesca, Liao, Wei-keng, Choudhary, Alok, Campbell, Carelyn, Agrawal, Ankit
Publicado 2020

Cross-property deep transfer learning framework for enhanced predictive analytics on small materials data

por Gupta, Vishu, Choudhary, Kamal, Tavazza, Francesca, Campbell, Carelyn, Liao, Wei-keng, Choudhary, Alok, Agrawal, Ankit
Publicado 2021

Generative Adversarial Networks and Mixture Density Networks-Based Inverse Modeling for Microstructural Materials Design

por Mao, Yuwei, Yang, Zijiang, Jha, Dipendra, Paul, Arindam, Liao, Wei-keng, Choudhary, Alok, Agrawal, Ankit
Publicado 2022

Accelerating pairwise statistical significance estimation for local alignment by harvesting GPU's power

por Zhang, Yuhong, Misra, Sanchit, Agrawal, Ankit, Patwary, Md Mostofa Ali, Liao, Wei-keng, Qin, Zhiguang, Choudhary, Alok
Publicado 2012

Learning to Predict Crystal Plasticity at the Nanoscale: Deep Residual Networks and Size Effects in Uniaxial Compression Discrete Dislocation Simulations

por Yang, Zijiang, Papanikolaou, Stefanos, Reid, Andrew C. E., Liao, Wei-keng, Choudhary, Alok N., Campbell, Carelyn, Agrawal, Ankit
Publicado 2020

MPpredictor: An Artificial Intelligence-Driven Web Tool for Composition-Based Material Property Prediction

por Gupta, Vishu, Choudhary, Kamal, Mao, Yuwei, Wang, Kewei, Tavazza, Francesca, Campbell, Carelyn, Liao, Wei-keng, Choudhary, Alok, Agrawal, Ankit
Publicado 2023

Enabling deeper learning on big data for materials informatics applications

por Jha, Dipendra, Gupta, Vishu, Ward, Logan, Yang, Zijiang, Wolverton, Christopher, Foster, Ian, Liao, Wei-keng, Choudhary, Alok, Agrawal, Ankit
Publicado 2021