Faculty Directory

Wei-keng Liao

Research Professor

Contact

Website

Wei-keng Liao's website

Centers

Center for Ultra-scale Computing and Information Security

Departments

Electrical and Computer Engineering

Research Interests

Parallel and distributed file I/O and storage system design, data management for large-scale scientific applications, and data mining algorithm design and their parallelization.

Selected Publications

• Aurisano, A.; Hewes, V.; Cerati, G.; Kowalkowski, J.; Lee, C. S.; Liao, W.; Grzenda, D.; Gumpula, K.; Zhang, X., Graph neural network for neutrino physics event reconstruction, Physical Review D (2024).
• Bez, Jean Luca; Tang, Houjun; Breitenfeld, Scot; Zheng, Huihuo; Liao, Wei Keng; Hou, Kaiyuan; Huang, Zanhua; Byna, Suren, h5bench, Concurrency Computation Practice and Experience (2024).
• Day, Alexandra L.; Wahl, Carolin B.; Gupta, Vishu; Dos Reis, Roberto; Liao, Wei Keng; Mirkin, Chad A.; Dravid, Vinayak P.; Choudhary, Alok; Agrawal, Ankit, Machine Learning-Enabled Image Classification for Automated Electron Microscopy, Microscopy and Microanalysis (2024).
• Gumpula, K.; Koloskov, N.; Grzenda, D.; Hewes, V.; Aurisano, A.; Cerati, G.; Day, A.; Kowalkowski, J.; Lee, C.; Wang, K.; Liao, W.; Spiropulu, M.; Agrawal, A.; Vlimant, J.; Gray, L.; Klijnsma, T.; Calafiura, P.; Conlon, S.; Farrell, S.; Ju, X.; Murnane, D., Graph Neural Network for Object Reconstruction in Liquid Argon Time Projection Chambers, Journal of Physics: Conference Series (2023).
• Mao, Yuwei; Hasan, Mahmudul; Paul, Arindam; Gupta, Vishu; Choudhary, Kamal; Tavazza, Francesca; Liao, Wei keng; Choudhary, Alok; Acar, Pinar; Agrawal, Ankit, An AI-driven microstructure optimization framework for elastic properties of titanium beyond cubic crystal systems, npj Computational Materials (2023).
• Gupta, Vishu; Peltekian, Alec; Liao, Wei keng; Choudhary, Alok; Agrawal, Ankit, Improving deep learning model performance under parametric constraints for materials informatics applications, Scientific reports (2023).
• Gupta, Vishu; Liao, Wei keng; Choudhary, Alok; Agrawal, Ankit, Evolution of artificial intelligence for application in contemporary materials science, MRS Communications (2023).
• Wahl, Carolin B.; Day, Alexandra; Gupta, Vishu; Dos Reis, Roberto R.; Liao, Wei Keng; Mirkin, Chad A.; Choudhary, Alok; Dravid, Vinayak P.; Agrawal, Ankit, Machine Learning Enabled Image Classification for Automated Data Acquisition in the Electron Microscope, Microscopy and microanalysis : the official journal of Microscopy Society of America, Microbeam Analysis Society, Microscopical Society of Canada (2023).