current scientific publications

• Kang, Qiao; Lee, Sunwoo; Hou, Kai-yuan; Ross, Robert; Agrawal, Ankit; Choudhary, Alok; Liao, Wei-Keng Improving MPI Collective I/O for High Volume Non-Contiguous Requests With Intra-Node Aggregation IEEE Transactions on Parallel and Distributed Systems (2020)
• Mahadevan, Vijay; Grindeanu, Iulian; Jacob, Robert; Sarich, Jason Improving climate model coupling through a complete meshrepresentation: a case study with E3SM (v1) and MOAB (v5.x) Geoscientific Model Development (2020)
• Di, Zichao; Maggioni, Viviana; Mei, Yiwen; Vazquez, Marilyn; Houser, Paul; Emelianenko, Maria Centoidal Voronoi Tessellation Based Methods for Optimal Rain Gauge Location Prediction Journal of Hydrology (2020)
• Renganathan, S. Koopman-Based Approach to Nonintrusive Reduced Order Modeling: Application to Aerodynamic Shape Optimization and Uncertainty Propagation AIAA Journal (2020)
• Antz, Hartwig; Boman, Erik; Falgout, Rob; Ghysels, Pieter; Heroux, Michael; Li, Xiaoye; McInnes, Lois; Mills, Richard; Rajamanickam, Sivasankaran; Rupp, Karl; Smith, Barry; Yamazaki, Ichitaro; Yang, Ulrike Meier Preparing Sparse Solvers for Exascale Computing Philosophical Transactions of the Royal Society A: Mathematical, Physical & Engineering Sciences (2020)
• Leyffer, Sven; Menickelly, Matt; Munson, Todd; Vanaret, Charlie William; Wild, Stefan A Survey of Nonlinear Robust Optimization INFOR : Information Systems and Operational Research (2020)
• Huang, Jiangeng; Gramacy, Robert; Binois, Mickael; Librashi, Mirko On-site surrogates for large-scale calibration Applied Stochastic Models in Business and Industry (2020)
• Cheriere, Nathanael; Dorier, Matthieu; Antoniu, Gabriel How Fast Can One Resize a Distributed File System? Journal of Parallel and Distributed Computing (2020)
• Antil, Harbir; Di, Zichao; Khatri, Ratna Bilevel Optimization, Deep Learning and Fractional Laplacian Regularization with Applications in Tomography Inverse Problems (2020)
• Berahas, Albert S.; Bollapragada, Raghu; Nocedal, Jorge An Investigation of Newton-Sketch and Subsampled Newton Methods Optimization methods & software (2020)