Nalini Kumar

18 papers A 2B 1C 1Journal 5Unranked 9
YearRankTypeTitle / Venue / Authors
2025 A conf
Multiscale Light-Matter Dynamics in Quantum Materials: From Electrons to Topological Superlattices.
SC
Taufeq Mohammed Razakh, Thomas Linker, Ye Luo, Nariman Piroozan, Simon John Pennycook, Nalini Kumar, Albert Musaelian, Anders Johansson, Boris Kozinsky, Rajiv K. Kalia, Priya Vashishta, Fuyuki Shimojo, Shinnosuke Hattori, Ken-ichi Nomura, Aiichiro Nakano
2024 — conf
Impact of Varying BLAS Precision on DCMESH.
SC Workshops
Nariman Piroozan, S. John Pennycook, Taufeq Mohammed Razakh, Peter Caday, Nalini Kumar, Aiichiro Nakano
2024 — conf
Modeling and Simulation of Collective Algorithms on HPC Network Topologies using Structural Simulation Toolkit.
SC Workshops
Sai P. Chenna, Michael Steyer, Nalini Kumar, Maria Garzaran, Philippe Thierry
2023 J jnl
Artificial Intelligence for Scientific Discovery at High-Performance Computing Scales.
Computer
Kin Long Kelvin Lee, Nalini Kumar
2023 — conf
Enabling Multi-level Network Modeling in Structural Simulation Toolkit for Next-Generation HPC Network Design Space Exploration.
ISC Workshops
Sai P. Chenna, Nalini Kumar, Leonardo Borges, Michael Steyer, Philippe Thierry, Maria Garzaran
2023 — conf
Enabling Performant Thermal Conductivity Modeling with DeePMD and LAMMPS on CPUs.
SC Workshops
Nariman Piroozan, Nalini Kumar
2023 J jnl
Physics-Informed Representation Learning for Emergent Organization in Complex Dynamical Systems.
CoRR
Adam Rupe, Karthik Kashinath, Nalini Kumar, James P. Crutchfield
2023 — conf
Towards Foundation Models for Materials Science: The Open MatSci ML Toolkit.
SC Workshops
Kin Long Kelvin Lee, Carmelo Gonzales, Matthew Spellings, Mikhail Galkin, Santiago Miret, Nalini Kumar
2019 — conf
DisCo: Physics-Based Unsupervised Discovery of Coherent Structures in Spatiotemporal Systems.
MLHPC@SC
Adam Rupe, Prabhat, James P. Crutchfield, Nalini Kumar, Vladislav Epifanov, Karthik Kashinath, Oleksandr Pavlyk, Frank Schlimbach, Mostofa Patwary, Sergey Maidanov, Victor W. Lee
2019 J jnl
DisCo: Physics-Based Unsupervised Discovery of Coherent Structures in Spatiotemporal Systems.
CoRR
Adam Rupe, Nalini Kumar, Vladislav Epifanov, Karthik Kashinath, Oleksandr Pavlyk, Frank Schlimbach, Mostofa Patwary, Sergey Maidanov, Victor W. Lee, Prabhat, James P. Crutchfield
2019 J jnl
Towards Unsupervised Segmentation of Extreme Weather Events.
CoRR
Adam Rupe, Karthik Kashinath, Nalini Kumar, Victor W. Lee, Prabhat, James P. Crutchfield
2019 — conf
Using FPGAs to Accelerate HPC and Data Analytics on Intel-Based Systems.
ISC Workshops
Thomas Steinke, Estela Suarez, Taisuke Boku, Nalini Kumar, David E. Martin
2018 J jnl
CosmoFlow: Using Deep Learning to Learn the Universe at Scale.
CoRR
Amrita Mathuriya, Deborah Bard, Peter Mendygral, Lawrence Meadows, James Arnemann, Lei Shao, Siyu He, Tuomas Karna, Diana Moise, Simon J. Pennycook, Kristyn J. Maschhoff, Jason Sewall, Nalini Kumar, Shirley Ho, Michael F. Ringenburg, Prabhat, Victor W. Lee
2018 A conf
CosmoFlow: using deep learning to learn the universe at scale.
SC
Amrita Mathuriya, Deborah Bard, Peter Mendygral, Lawrence Meadows, James Arnemann, Lei Shao, Siyu He, Tuomas Kärnä, Diana Moise, Simon J. Pennycook, Kristyn J. Maschhoff, Jason Sewall, Nalini Kumar, Shirley Ho, Michael F. Ringenburg, Prabhat, Victor W. Lee
2018 B conf
Scalable Behavioral Emulation of Extreme-Scale Systems Using Structural Simulation Toolkit.
ICPP
Ajay Ramaswamy, Nalini Kumar, Aravind Neelakantan, Herman Lam, Greg Stitt
2017 — conf
Multi-fidelity Surrogate Modeling for Application/Architecture Co-design.
PMBS@SC
Yiming Zhang, Aravind Neelakantan, Nalini Kumar, Chanyoung Park, Raphael T. Haftka, Nam H. Kim, Herman Lam
2016 — conf
Behavioral Emulation for Scalable Design-Space Exploration of Algorithms and Architectures.
ISC Workshops
Nalini Kumar, Carlo Pascoe, Christopher Hajas, Herman Lam, Greg Stitt, Alan D. George
2015 C conf
CMT-bone: A Mini-App for Compressible Multiphase Turbulence Simulation Software.
CLUSTER
Nalini Kumar, Mrugesh Sringarpure, Tania Banerjee, Jason Hackl, S. Balachandar, Herman Lam, Alan D. George, Sanjay Ranka