Asynchronous I/O Strategy for Large-Scale Deep Learning Applications. - Sunwoo Lee 001; Qiao Kang; Kewei Wang 002; Jan Balewski; Alex Sim; Ankit Agrawal 001; Alok N. Choudhary; Peter Nugent; Kesheng Wu; Wei-keng Liao (HiPC, 2021)

Using Multi-Resolution Data to Accelerate Neural Network Training in Scientific Applications. - Kewei Wang 002; Sunwoo Lee 001; Jan Balewski; Alex Sim; Peter Nugent; Ankit Agrawal 001; Alok N. Choudhary; Kesheng Wu; Wei-Keng Liao (CCGRID, 2022)

To Shuffle or Not To Shuffle: Mini-Batch Shuffling Strategies for Multi-class Imbalanced Classification. - Yuwei Mao; Vishu Gupta; Kewei Wang 002; Wei-keng Liao; Alok N. Choudhary; Ankit Agrawal 001 (CSCI, 2022)

A Case Study on Parallel HDF5 Dataset Concatenation for High Energy Physics Data Analysis. - Sunwoo Lee 001; Kaiyuan Hou; Kewei Wang 002; Saba Sehrish; Marc F. Paterno; James Kowalkowski; Quincey Koziol; Robert B. Ross; Ankit Agrawal 001; Alok N. Choudhary; Wei-keng Liao (CoRR, 2022)

A case study on parallel HDF5 dataset concatenation for high energy physics data analysis. - Sunwoo Lee 001; Kaiyuan Hou; Kewei Wang 002; Saba Sehrish; Marc F. Paterno; James B. Kowalkowski; Quincey Koziol; Robert B. Ross; Ankit Agrawal 001; Alok N. Choudhary; Wei-keng Liao (Parallel Comput., 2022)

MPpredictor: An Artificial Intelligence-Driven Web Tool for Composition-Based Material Property Prediction. - Vishu Gupta; Kamal Choudhary; Yuwei Mao; Kewei Wang 002; Francesca Tavazza; Carelyn Campbell; Wei-keng Liao; Alok N. Choudhary; Ankit Agrawal 001 (J. Chem. Inf. Model., 2023)

Enhancing Deep Neural Network Classification Performance Through Novel Weight Initialization: t-SNE Supported Walsh Matrix Approach. - Muhammed Nur Talha Kilic; Vishu Gupta; Yuwei Mao; Kewei Wang 002; Alec Peltekian; Alok N. Choudhary; Wei-keng Liao; Ankit Agrawal 001 (ICMLA, 2024)

Deep Learning Based Inverse Modeling for Materials Design: From Microstructure and Property to Processing. - Kewei Wang 002; Yuwei Mao; Mahmudul Hasan 016; Md Maruf Billah; Muhammed Nur Talha Kilic; Vishu Gupta; Wei-Keng Liao; Alok N. Choudhary; Pinar Acar; Ankit Agrawal 001 (ICMLA, 2024)