Clyde, Austin; Liu, Xuefeng; Brettin, Thomas; Yoo, Hyunseung; Partin, Alexander; Babuji, Yadu; Blaiszik, Ben; Mohd-Yusof, Jamaludin; Merzky, Andre; Turilli, Matteo; Jha, Shantenu; Ramanathan, Arvind; Stevens, Rick AIaccelerated proteinligand docking for SARSCoV2 is 100fold faster with no significant change in detection Scientific Reports (2023)
Sivaraman, Ganesh; Csanyi, Gabor ; Vazquez-Mayagoitia, Alvaro; Foster, Ian; WIlke, Stephen; Weber, Richard; Benmore, Chris A combined machine learning and high-energy x-ray diffraction approach to understanding liquid and amorphous metal oxides Journal of the Physical Society of Japan (2022)
Hidayetoglu, Mert; Bicer, Tekin; Garcia de Gonzalo, Simon; Ren, Bin; Gursoy, Doga; Kettimuthu, Rajkumar; Foster, Ian; W. Hwu, Wen-mei MemXCT: Design, Optimization, Scaling, and Reproducibility IEEE Transactions on Parallel and Distributed Systems (2022)
Ravi, Nikil; Chaturvedi, Pranshu; Huerta, E. A.; Liu, Zhengchun; Chard, Ryan; Scourtas, Aristana; Schmidt, K.; Chard, Kyle; Blaiszik, Ben; Foster, Ian FAIR principles for AI models with a practical application for accelerated high energy diffraction microscopy Scientific Data (2022)
Trifan, Anda; Gorgun, Defne; Salim, Michael; Li, Zongyi; Brace, Alexander; Zvyagin, Maxim; Ma, Heng; Clyde, Austin; Clark, David; Hardy, David J; Burnley, Tom; Huang, Lei; McCalpin, John; Emani, Murali; Yoo, Hyunseung; Junqi, Yin; Tsaris, Aristedis; Foster, Ian; Stevens, Rick; Vishwanath, Venkatram; Ramanathan, Arvind Intelligent resolution: Integrating Cryo-EM with AI-driven multi-resolution simulations to observe the severe acute respiratory syndrome coronavirus-2 replication-transcription machinery in action International Journal of High Performance Computing Applications (2022)
Maulik, Romit; Rao, Vishwas; Wang, Jiali; Mengaldo, Gianmarco; Constantinescu, Emil; Lusch, Bethany; Balaprakash, Prasanna; Foster, Ian; Kotamarthi, Rao Efficient high-dimensional variational data assimilation with machine-learned reduced-order models Geoscientific Model Development (2022)
Yu, Xiaodong; Nikitin, Viktor; Ching, Daniel; Aslan, Selin; Gursoy, Doga; Bicer, Tekin Scalable and accurate multi-GPU-based image reconstruction of large-scale ptychography data Scientific Reports (2022)
Shen, Hongyu; Huerta, E. A.; O'Shea, Eamonn; Kumar, Prayush; Zhao, Zhizhen Statistically-informed deep learning for gravitational wave parameter estimation Machine Learning: Science and Technology (2022)
Liu, Xuefeng; Xia, Fangfang; Stevens, Rick; Chen, Yuxin Contextual Active Online Model Selection with Expert Advice (2022)
Xia, Fangfang; Allen, Johathan; Balaprakash, Prasanna; Brettin, Thomas; Garcia-Cardona, Cristina; Clyde, Austin; Cohn, Judith; Doroshow, James; Duan, Xiaotian; Dubinkina, Veronika; Evrard, Yvonne; Fan, Ya Ju; Gans, Jason; He, Stewart; Lu, Pinyi; Maslov, Sergei; Partin, Alexander; Shukla, Maulik; Stahlberg, Eric; Wozniak, Justin; Yoo, Hyunseung; Zaki, George; Zhu, Yitan; Stevens, Rick A Cross-Study Analysis of Drug Response Prediction in Cancer Cell Lines Briefings in Bioinformatics (2022)