CosmoFlow: Using deep learning to learn the universe at scale A Mathuriya, D Bard, P Mendygral, L Meadows, J Arnemann, L Shao, ... SC18: International Conference for High Performance Computing, Networking …, 2018 | 128 | 2018 |
DisCo: Physics-based unsupervised discovery of coherent structures in spatiotemporal systems A Rupe, N Kumar, V Epifanov, K Kashinath, O Pavlyk, F Schlimbach, ... 2019 IEEE/ACM Workshop on Machine Learning in High Performance Computing …, 2019 | 17 | 2019 |
Prabhat, and V. Lee,“Cosmoflow: Using deep learning to learn the universe at scale,” A Mathuriya, D Bard, P Mendygral, L Meadows, J Arnemann, L Shao, ... Proceedings of the International Conference for High Performance Computing …, 0 | 17* | |
Scalable behavioral emulation of extreme-scale systems using structural simulation toolkit A Ramaswamy, N Kumar, A Neelakantan, H Lam, G Stitt Proceedings of the 47th International Conference on Parallel Processing, 1-11, 2018 | 15 | 2018 |
Multi-fidelity surrogate modeling for application/architecture co-design Y Zhang, A Neelakantan, N Kumar, C Park, RT Haftka, NH Kim, H Lam High Performance Computing Systems. Performance Modeling, Benchmarking, and …, 2018 | 8 | 2018 |
Behavioral emulation for scalable design-space exploration of algorithms and architectures N Kumar, C Pascoe, C Hajas, H Lam, G Stitt, A George High Performance Computing: ISC High Performance 2016 International …, 2016 | 8 | 2016 |
CMT-bone: a mini-app for compressible multiphase turbulence simulation software N Kumar, M Sringarpure, T Banerjee, J Hackl, S Balachandar, H Lam, ... 2015 IEEE International Conference on Cluster Computing, 785-792, 2015 | 7 | 2015 |
Towards unsupervised segmentation of extreme weather events A Rupe, K Kashinath, N Kumar, V Lee, JP Crutchfield arXiv preprint arXiv:1909.07520, 2019 | 4 | 2019 |
Towards foundation models for materials science: The open matsci ml toolkit KLK Lee, C Gonzales, M Spellings, M Galkin, S Miret, N Kumar Proceedings of the SC'23 Workshops of The International Conference on High …, 2023 | 2 | 2023 |
Multi-scale, Multi-objective, Behavioral Modeling & Emulation of Extreme-scale Systems GS Nalini Kumar, Carlo Pascoe, Dylan Rudolph, Herman Lam, Alan George Workshop on Modeling & Simulation of Systems & Applications (ModSim), 2014 | 2* | 2014 |
Physics-Informed Representation Learning for Emergent Organization in Complex Dynamical Systems A Rupe, K Kashinath, N Kumar, JP Crutchfield arXiv preprint arXiv:2304.12586, 2023 | 1 | 2023 |
Towards Data-Driven Discovery of Extreme Weather Events A Rupe, K Kashinath, N Kumar, V Lee, M Prabhat, JP Crutchfield AGU Fall Meeting Abstracts 2019, U14C-13, 2019 | 1 | 2019 |
Enabling Performant Thermal Conductivity Modeling with DeePMD and LAMMPS on CPUs N Piroozan, N Kumar Proceedings of the SC'23 Workshops of The International Conference on High …, 2023 | | 2023 |
Enabling Multi-level Network Modeling in Structural Simulation Toolkit for Next-Generation HPC Network Design Space Exploration SP Chenna, N Kumar, L Borges, M Steyer, P Thierry, M Garzaran International Conference on High Performance Computing, 366-377, 2023 | | 2023 |
Artificial Intelligence for Scientific Discovery at High-Performance Computing Scales KLK Lee, N Kumar Computer 56 (4), 116-122, 2023 | | 2023 |
Unsupervised Extreme Weather Segmentation A Rupe, K Kashinath, N Kumar, JP Crutchfield AGU Fall Meeting Abstracts 2022, A36B-08, 2022 | | 2022 |
Using FPGAs to Accelerate HPC and Data Analytics on Intel-Based Systems T Steinke, E Suarez, T Boku, N Kumar, DE Martin High Performance Computing: ISC High Performance 2019 International …, 2019 | | 2019 |
Project DisCo: Physics-based discovery of coherent structures in spatiotemporal systems A Rupe, K Kashinath, N Kumar, JP Crutchfield, M Prabhat AGU Fall Meeting Abstracts 2018, IN24A-03, 2018 | | 2018 |
FPGA-Pipelined Discrete-Event Simulations for Accelerated Behavioral Emulation of Extreme-Scale Systems GS Carlo Pascoe, Nalini Kumar, Herman Lam Workshop on Modeling & Simulation of Systems & Applications (ModSim), 2016 | | 2016 |
Scalable Network Simulations. N Kumar Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2015 | | 2015 |