Paulson, Noah; Kubal, Joseph; Ward, Logan; Saxena, Saurabh; Lu, Wenquan; Babinec, Susan Feature Engineering for Machine Learning Enabled Early Prediction of Battery Lifetime Journal of Power Sources (2022)
Afflerbach, Benjamin; Francis, Carter; Schultz, Lane; Spethson, Janine ; Meschke, Vanessa; Strand, Elliot; Ward, Logan; Perepezko, John; Thoma, Dan; Voyles, Paul; Szlufarska, Izabela; Morgan, Dane Machine Learning Prediction of Critical Cooling Rate for Metallic Glasses From Expanded Datasets and Elemental Features Chemistry of Materials (2022)
Madduri, Ravi; Verma, Anurag; Tsao, Noah; Thomann, Lauren; Ho, Yuk-Lam; Carr, Rotonya; Crawford, Dana; Efird, Jimmy; Huffman, Jennifer; Hung, Adiana ; Ivey, Kerrry A Phenome-Wide Association Study of genes associated with COVID-19 severity reveals shared genetics with complex diseases in the Million Veteran Program PLOS Genetics (2022)
Kimbrel, Nathan; Ashley-Koch, Allison; Qin, Xue; Lindquist, Jennifer; Garrett, Melanie; Dennis, Michelle; Hair, Lauren; Huffman, Jennifer; Jacobson, Daniel; Madduri, Ravi A Genome-Wide Association Study of Suicide Attempts in the Million Veterans Program Identifies Evidence of Pan-Ethnic and Ancestry-Specific Risk Loci Molecular Psychiatry (2022)
Escudeiro, Pedro; Henry, Christopher; Dias, Ricardo Functional characterization of prokaryotic dark matter: the road so far and what lies ahead Current Research in Structural Biology (2022)
Sankaran, Ganesh; Chung, Joaquin; Kettimuthu, Rajkumar App2Net: Moving App Functions to Network & a Case Study on Low-latency Feedback (2022)
Stach, Eric; DeCost, Brian; Kusne, A. Gilad; Hattrick-Simpers, Jason; Brown, Keith A.; Reyes, Kristofer G.; Schrier, Joshua; Billinge, Simon; Buonassisi, Tonio; Foster, Ian Autonomous experimentation systems for materials development: A community perspective Matter (2021)
Bhati, Agastya; Wan, Shunzhou; Alfe, Dario; Clyde, Austin; Bode, Mathis; Tan, Li; Titov, Mikhail; Merzky, Andre; Turilli, Matteo; Jha, Shantenu; Ma, Heng; Trifan, Anda; Ramanathan, Arvind; Brettin, Tom; Partin, Alexander; Xia, Fangfang; Stevens, Rick Pandemic Drugs at Pandemic Speed: Infrastructure for Accelerating COVID-19 Drug Discovery with Hybrid Machine Learning- and Physics-based Simulations on High Performance Computers Interface Focus (2021)
Huerta, E. A.; Khan, Asad; Huang, Xiaobo; Tian, Minyang; Levental, Maksim; Chard, Ryan; Wei, Wei; Heflin, Maeve; Katz, Daniel; Kindratenko, Volodymyr; Mu, Dawei; Blaiszik, Ben; Foster, Ian Accelerated, Scalable and Reproducible AI-driven Gravitational Wave Detection Nature Astronomy (2021)
Wei, Wei; Huerta, E. A.; Yun, Mengshen; Loutrel, Nicholas; Shaikh, Md Arif; Kumar, Prayush; Haas, Roland; Kindratenko, Volodymyr Deep Learning with Quantized Neural Networks for Gravitational Wave Forecasting of Eccentric Compact Binary Coalescence Astrophysical Journal (2021)