A unified high-order Eulerian method for continuum simulations of fluid flow and of elastic-plastic deformations in solids. - Niranjan S. Ghaisas; Akshay Subramaniam; Sanjiva K. Lele (J. Comput. Phys., 2018)

A high-order weighted compact high resolution scheme with boundary closures for compressible turbulent flows with shocks. - Akshay Subramaniam; Man Long Wong; Sanjiva K. Lele (J. Comput. Phys., 2019)

Turbulence Enrichment using Physics-informed Generative Adversarial Networks. - Akshay Subramaniam; Man Long Wong; Raunak D. Borker; Sravya Nimmagadda; Sanjiva K. Lele (CoRR, 2020)

ContainerStress: Autonomous Cloud-Node Scoping Framework for Big-Data ML Use Cases. - Guang Chao Wang; Kenny Gross; Akshay Subramaniam (CoRR, 2020)

NVIDIA SimNet^{TM}: an AI-accelerated multi-physics simulation framework. - Oliver Hennigh; Susheela Narasimhan; Mohammad Amin Nabian; Akshay Subramaniam; Kaustubh Tangsali; Max Rietmann; José del Águila Ferrandis; Wonmin Byeon; Zhiwei Fang; Sanjay Choudhry (CoRR, 2020)

NVIDIA SimNet™: An AI-Accelerated Multi-Physics Simulation Framework. - Oliver Hennigh; Susheela Narasimhan; Mohammad Amin Nabian; Akshay Subramaniam; Kaustubh Tangsali; Zhiwei Fang; Max Rietmann; Wonmin Byeon; Sanjay Choudhry (ICCS (5), 2021)

DL-Corrector-Remapper: A grid-free bias-correction deep learning methodology for data-driven high-resolution global weather forecasting. - Tao Ge 002; Jaideep Pathak; Akshay Subramaniam; Karthik Kashinath (CoRR, 2022)

Scalable parallel linear solver for compact banded systems on heterogeneous architectures. - Hang Song; Kristen V. Matsuno; Jacob R. West; Akshay Subramaniam; Aditya S. Ghate; Sanjiva K. Lele (J. Comput. Phys., 2022)

ClimSim: A large multi-scale dataset for hybrid physics-ML climate emulation. - Sungduk Yu; Walter M. Hannah; Liran Peng; Jerry Lin; Mohamed Aziz Bhouri; Ritwik Gupta; Björn Lütjens; Justus C. Will; Gunnar Behrens; Julius Busecke; Nora Loose; Charles Stern; et al. (NeurIPS, 2023)

ClimSim: An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators. - Sungduk Yu; Walter M. Hannah; Liran Peng; Mohamed Aziz Bhouri; Ritwik Gupta; Jerry Lin; Björn Lütjens; Justus C. Will; Tom Beucler; Bryce E. Harrop; Benjamin R. Hillman; Andrea M. Jenney; et al. (CoRR, 2023)

A robust compact finite difference framework for simulations of compressible turbulent flows. - Hang Song; Aditya S. Ghate; Kristen V. Matsuno; Jacob R. West; Akshay Subramaniam; Sanjiva K. Lele (J. Comput. Phys., 2024)