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papers

Publications (15)

physics.comp-ph2019

Lattice Boltzmann model for weakly compressible flows

Praveen Kumar Kolluru, Mohammad Atif, Manjusha Namburi +1

AI-Powered Assistant for Long-Term Access to RHIC Knowledge

Mohammad Atif, Vincent Garonne, Eric Lancon +3

physics.flu-dyn2022

Reduced kinetic model of polyatomic gases

Praveen Kumar Kolluru, Mohammad Atif, Santosh Ansumali

CelloAI: Leveraging Large Language Models for HPC Software Development in High Energy Physics

Mohammad Atif, Kriti Chopra, Ozgur Kilic +6

A Microbenchmark Framework for Performance Evaluation of OpenMP Target Offloading

Mohammad Atif, Tianle Wang, Zhihua Dong +2

physics.flu-dyn2024

Fourier neural operators for spatiotemporal dynamics in two-dimensional turbulence

Mohammad Atif, Pulkit Dubey, Pratik P. Aghor +9

Evaluating Application Characteristics for GPU Portability Layer Selection

Mohammad Atif, Meghna Bhattacharya, Mark Dewing +12

Building an AI-native Research Ecosystem for Experimental Particle Physics: A Community Vision

Thea Klaeboe Aarrestad, Alaa Abdelhamid, Haider Abidi +457

Packaging HEP Heterogeneous Mini-apps for Portable Benchmarking and Facility Evaluation on Modern HPCs

Mohammad Atif, Pengfei Ding, Ka Hei Martin Kwok +1

physics.flu-dyn2023

Effect of outer cylinder rotation on the radially heated Taylor-Couette flow

Pratik Aghor, Mohammad Atif

CelloAI Benchmarks: Toward Repeatable Evaluation of AI Assistants

Mohammad Atif, Kriti Chopra, Fang-Ying Tsai +8

cond-mat.stat-mech2022

Essentially entropic lattice Boltzmann model: Theory and simulations

Mohammad Atif, Praveen Kumar Kolluru, Santosh Ansumali

Evaluating Portable Parallelization Strategies for Heterogeneous Architectures in High Energy Physics

Mohammad Atif, Meghna Battacharya, Paolo Calafiura +17

physics.flu-dyn2023

Towards Accelerating Particle-Resolved Direct Numerical Simulation with Neural Operators

Mohammad Atif, Vanessa LÃ³pez-Marrero, Tao Zhang +8

Portable Programming Model Exploration for LArTPC Simulation in a Heterogeneous Computing Environment: OpenMP vs. SYCL

Meifeng Lin, Zhihua Dong, Tianle Wang +6