Aditya Kashi

22 papers A 3B 1Journal 12Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Mixed-precision numerics in scientific applications: survey and perspectives.
J. Supercomput.
Aditya Kashi, Hao Lu, Wesley Brewer, David Rogers, Michael A. Matheson, Mallikarjun Shankar, Feiyi Wang
2025 — conf
Bridging the Gap: User-Centric Energy Monitoring for Policy-Driven Application Optimization in HPC Data Centers.
SC Workshops
Woong Shin, Karl W. Schulz, Arthur Francisco Lorenzon, Matthias Maiterth, Bruno Villasenor Alvarez, Jordà Polo, Aditya Kashi, Hao Lu, Nicholson Koukpaizan, Antigoni Georgiadou, Matthew R. Norman, Wael R. Elwasif, Michael A. Matheson, Feiyi Wang, Nicholas Frontiere, Sarp Oral, Thomas Beck, Bronson Messer
2025 A conf
Insights from Optimizing HPL Performance on Exascale Systems: A Comparative Analysis of Panel Factorization.
SC
Hao Lu, Michael A. Matheson, Noel Chalmers, Aditya Kashi, Nicholas Malaya, Feiyi Wang
2025 — conf
Intelligent Sampling of Extreme-Scale Turbulence Datasets for Accurate and Efficient Spatiotemporal Model Training.
SC Workshops
Wesley Brewer, Murali Meena Gopalakrishnan, Matthias Maiterth, Aditya Kashi, Jong Youl Choi, Pei Zhang, Stephen Nichols, Riccardo Balin, Miles Couchman, Stephen de Bruyn Kops, P. K. Yeung, Daniel Dotson, Rohini Uma-Vaideswaran, Sarp Oral, Feiyi Wang
2025 J jnl
Intelligent Sampling of Extreme-Scale Turbulence Datasets for Accurate and Efficient Spatiotemporal Model Training.
CoRR
Wesley Brewer, Muralikrishnan Gopalakrishnan Meena, Matthias Maiterth, Aditya Kashi, Jong Youl Choi, Pei Zhang, Stephen Nichols, Riccardo Balin, Miles Couchman, Stephen M. de Bruyn Kops, P. K. Yeung, Daniel Dotson, Rohini Uma-Vaideswaran, Sarp Oral, Feiyi Wang
2025 A conf
Scaling the memory wall using mixed-precision - HPG-MxP on an exascale machine.
SC
Aditya Kashi, Nicholson Koukpaizan, Hao Lu, Michael A. Matheson, Sarp Oral, Feiyi Wang
2025 J jnl
Scaling the memory wall using mixed-precision - HPG-MxP on an exascale machine.
CoRR
Aditya Kashi, Nicholson Koukpaizan, Hao Lu, Michael A. Matheson, Sarp Oral, Feiyi Wang
2024 — conf
Accelerating Fusion Plasma Collision Operator Solves with Portable Batched Iterative Solvers on GPUs.
ISC Workshops
Paul Lin, Pratik Nayak, Aditya Kashi, Dhruva Kulkarni, Aaron Scheinberg, Hartwig Anzt
2024 J jnl
Learning the boundary-to-domain mapping using Lifting Product Fourier Neural Operators for partial differential equations.
CoRR
Aditya Kashi, Arka Daw, Muralikrishnan Gopalakrishnan Meena, Hao Lu
2024 J jnl
Machine-Learned Closure of URANS for Stably Stratified Turbulence: Connecting Physical Timescales & Data Hyperparameters of Deep Time-Series Models.
CoRR
Muralikrishnan Gopalakrishnan Meena, Demetri Liousas, Andrew D. Simin, Aditya Kashi, Wesley Brewer, James J. Riley, Stephen M. de Bruyn Kops
2024 J jnl
Machine-learned closure of URANS for stably stratified turbulence: connecting physical timescales & data hyperparameters of deep time-series models.
Mach. Learn. Sci. Technol.
Muralikrishnan Gopalakrishnan Meena, Demetri Liousas, Andrew D. Simin, Aditya Kashi, Wesley H. Brewer, James J. Riley, Stephen M. de Bruyn Kops
2024 J jnl
Mixed-precision numerics in scientific applications: survey and perspectives.
CoRR
Aditya Kashi, Hao Lu, Wesley Brewer, David Rogers, Michael A. Matheson, Mallikarjun Shankar, Feiyi Wang
2024 J jnl
Scalable Artificial Intelligence for Science: Perspectives, Methods and Exemplars.
CoRR
Wesley Brewer, Aditya Kashi, Sajal Dash, Aristeidis Tsaris, Junqi Yin, Mallikarjun Shankar, Feiyi Wang
2023 — conf
Entropy-driven Optimal Sub-sampling of Fluid Dynamics for Developing Machine-learned Surrogates.
SC Workshops
Wesley Brewer, Daniel Martínez, Muralikrishnan Gopalakrishnan Meena, Aditya Kashi, Katarzyna Borowiec, Siyan Liu, Christopher Pilmaier, Greg W. Burgreen, Shanti Bhushan
2023 J jnl
Integrating batched sparse iterative solvers for the collision operator in fusion plasma simulations on GPUs.
J. Parallel Distributed Comput.
Aditya Kashi, Pratik Nayak, Dhruva Kulkarni, Aaron Scheinberg, Paul Lin, Hartwig Anzt
2023 — conf
Tencoder: tensor-product encoder-decoder architecture for predicting solutions of PDEs with variable boundary data.
SC Workshops
Aditya Kashi
2023 J jnl
TwoFold: Highly accurate structure and affinity prediction for protein-ligand complexes from sequences.
Int. J. High Perform. Comput. Appl.
Darren J. Hsu, Hao Lu, Aditya Kashi, Michael A. Matheson, John Gounley, Feiyi Wang, Wayne Joubert, Jens Glaser
2022 A conf
Batched sparse iterative solvers on GPU for the collision operator for fusion plasma simulations.
IPDPS
Aditya Kashi, Pratik Nayak, Dhruva Kulkarni, Aaron Scheinberg, Paul Lin, Hartwig Anzt
2022 B conf
Preconditioners for Batched Iterative Linear Solvers on GPUs.
SMC
Isha Aggarwal, Pratik Nayak, Aditya Kashi, Hartwig Anzt
2021 J jnl
An Asynchronous Incomplete Block LU Preconditioner for Computational Fluid Dynamics on Unstructured Grids.
SIAM J. Sci. Comput.
Aditya Kashi, Siva Nadarajah
2021 — conf
Batched Sparse Iterative Solvers for Computational Chemistry Simulations on GPUs.
ScalA@SC
Isha Aggarwal, Aditya Kashi, Pratik Nayak, Cody J. Balos, Carol S. Woodward, Hartwig Anzt
2019 J jnl
An asynchronous incomplete block LU preconditioner for computational fluid dynamics on unstructured grids.
CoRR
Aditya Kashi, Siva Nadarajah