A case study of healthcare platform using big data analytics and machine learning MDS Islam, D Liu, K Wang, P Zhou, L Yu, D Wu Proceedings of the 2019 3rd High Performance Computing and Cluster …, 2019 | 14 | 2019 |
Mppredictor: An artificial intelligence-driven web tool for composition-based material property prediction V Gupta, K Choudhary, Y Mao, K Wang, F Tavazza, C Campbell, W Liao, ... Journal of Chemical Information and Modeling 63 (7), 1865-1871, 2023 | 11 | 2023 |
A case study on parallel HDF5 dataset concatenation for high energy physics data analysis S Lee, K Hou, K Wang, S Sehrish, M Paterno, J Kowalkowski, Q Koziol, ... Parallel Computing 110, 102877, 2022 | 8 | 2022 |
Asynchronous I/O Strategy for Large-Scale Deep Learning Applications S Lee, Q Kang, K Wang, J Balewski, A Sim, A Agrawal, A Choudhary, ... 2021 IEEE 28th International Conference on High Performance Computing, Data …, 2021 | 4 | 2021 |
To Shuffle or Not To Shuffle: Mini-Batch Shuffling Strategies for Multi-class Imbalanced Classification Y Mao, V Gupta, K Wang, W Liao, A Choudhary, A Agrawal 2022 International Conference on Computational Science and Computational …, 2022 | 2 | 2022 |
Using Multi-Resolution Data to Accelerate Neural Network Training in Scientific Applications K Wang, S Lee, J Balewski, A Sim, P Nugent, A Agrawal, A Choudhary, ... 2022 22nd IEEE International Symposium on Cluster, Cloud and Internet …, 2022 | 2 | 2022 |
Materials Property Predictor for Crystalline Materials Using Cross-Property Deep Transfer Learning Framework V Gupta, K Choudhary, Y Mao, K Wang, F Tavazza, C Campbell, W Liao, ... | | |