Akshay Subramaniam
Stanford University
H-index: 9
North America-United States
Top articles of Akshay Subramaniam
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
ClimSim: A large multi-scale dataset for hybrid physics-ML climate emulation | Advances in Neural Information Processing Systems | Sungduk Yu Walter Hannah Liran Peng Jerry Lin Mohamed Aziz Bhouri | 2024/2/13 |
Mixed-precision parallel linear solver for high-order compact finite difference schemes | Bulletin of the American Physical Society | Hang Song Akshay Subramaniam Britton Olson Sanjiva Lele | 2023/11/19 |
ClimSim: An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators | arXiv preprint arXiv:2306.08754 | Sungduk Yu Walter M Hannah Liran Peng Mohamed Aziz Bhouri Ritwik Gupta | 2023/6/14 |
Towards adaptive high-order simulations of multiphase compressible turbulent flows at exa-scale | APS March Meeting Abstracts | Sanjiva Lele Hang Song Kristen Matsuno Aditya Ghate Akshay Subramaniam | 2023 |
DL-Corrector-Remapper: A grid-free bias-correction deep learning methodology for data-driven high-resolution global weather forecasting | arXiv preprint arXiv:2210.12293 | Tao Ge Jaideep Pathak Akshay Subramaniam Karthik Kashinath | 2022/10/21 |
Robust high-resolution simulations of compressible turbulent flows without filtering | Hang Song Aditya S Ghate Kristen Matsuno Jacob West Akshay Subramaniam | 2022 | |
Compact Finite Difference based Framework for Large Scale Simulations of Compressible Turbulent Flows | Bulletin of the American Physical Society | Hang Song Aditya Ghate Akshay Subramaniam Kristen Matsuno Jacob West | 2022/11/21 |
Scalable parallel linear solver for compact banded systems on heterogeneous architectures | Journal of Computational Physics | Hang Song Kristen V Matsuno Jacob R West Akshay Subramaniam Aditya S Ghate | 2022/11/1 |
NVIDIA SimNet™: An AI-accelerated multi-physics simulation framework | Oliver Hennigh Susheela Narasimhan Mohammad Amin Nabian Akshay Subramaniam Kaustubh Tangsali | 2021/6/9 | |
SimNet: A Neural Framework for Physics Simulations | APS Annual Gaseous Electronics Meeting Abstracts | Oliver Hennigh Mohammad Nabian Akshay Subramaniam Kaustubh Tangsali Zhiwei Fang | 2021 |
ContainerStress: Autonomous Cloud-Node Scoping Framework for Big-Data ML Use Cases | Guang Chao Wang Kenny Gross Akshay Subramaniam | 2019/12/5 | |
An end-to-end ai-driven simulation framework | Workshop: Machine Learning and the Physical Sciences, the 34th Conference on Neural Information Processing Systems | Oliver Hennigh Susheela Narasimhan Mohammad Amin Nabian Akshay Subramaniam Kaustubh Tangsali | 2020 |
SimNet: A neural network solver for multi-Physics applications | APS Division of Fluid Dynamics Meeting Abstracts | Oliver Hennigh Kaustubh Tangsali Akshay Subramaniam Susheela Narasimhan Mohammad Nabian | 2020 |
Turbulence Enrichment using Physics-informed Generative Adversarial Networks | arXiv preprint arXiv:2003.01907 | Akshay Subramaniam Man Long Wong Raunak D Borker Sravya Nimmagadda Sanjiva K Lele | 2020/3/4 |
Co-Authors
