MLHPC/AI4S@SC

Publications

2020

Shanti Bhushan, Greg W. Burgreen, Joshua L. Bowman, Ian D. Dettwiller, Wesley Brewer
Predictions of Steady and Unsteady Flows using Machine-learned Surrogate Models. MLHPC/AI4S@SC (2020)
Seyedeh Mahdieh Ghazimirsaeed, Quentin Anthony, Aamir Shafi, Hari Subramoni, Dhabaleswar K. D. K. Panda
Accelerating GPU-based Machine Learning in Python using MPI Library: A Case Study with MVAPICH2-GDR. MLHPC/AI4S@SC (2020)
Guojing Cong, Tianyi Liu
Accelerate Distributed Stochastic Descent for Nonconvex Optimization with Momentum. MLHPC/AI4S@SC (2020)
Stefano Markidis, Ivy Bo Peng, Artur Podobas, Itthinat Jongsuebchoke, Gabriel Bengtsson, Pawel Andrzej Herman
Automatic Particle Trajectory Classification in Plasma Simulations. MLHPC/AI4S@SC (2020)
Yuxin Yang, Ben Gremillion, Xitong Zhang, Youzuo Lin, Brendt Wohlberg, Qiang Guan
How Good Is Your Scientific Data Generative Model? MLHPC/AI4S@SC (2020)
Xiumin Shang, Lin Ye, Jing Zhang, Jingping Yang, Jianping Xu, Qin Lyu, Ruisheng Diao
Reinforcement Learning-Based Solution to Power Grid Planning and Operation Under Uncertainties. MLHPC/AI4S@SC (2020)
Ziling Wu, Tekin Bicer, Zhengchun Liu, Vincent De Andrade, Yunhui Zhu, Ian T. Foster
Deep Learning-based Low-dose Tomography Reconstruction with Hybrid-dose Measurements. MLHPC/AI4S@SC (2020)
Jovita Lukasik, Margret Keuper, Maneesh Singh, Julian Yarkony
A Benders Decomposition Approach to Correlation Clustering. MLHPC/AI4S@SC (2020)
Soumyadip Ghosh, Vijay Gupta
EventGraD: Event-Triggered Communication in Parallel Stochastic Gradient Descent. MLHPC/AI4S@SC (2020)
Sergio Botelho, Ameya Joshi, Biswajit Khara, Vinay Rao, Soumik Sarkar, Chinmay Hegde, Santi Adavani, Baskar Ganapathysubramanian
Deep Generative Models that Solve PDEs: Distributed Computing for Training Large Data-Free Models. MLHPC/AI4S@SC (2020)
Justin M. Wozniak, Hyun Seung Yoo, Jamaludin Mohd-Yusof, Bogdan Nicolae, Nicholson T. Collier, Jonathan Ozik, Thomas S. Brettin, Rick Stevens
High-bypass Learning: Automated Detection of Tumor Cells That Significantly Impact Drug Response. MLHPC/AI4S@SC (2020)