Publications (44)
Solving Simulation Systematics in and with AI/ML
Brett Viren, Jin Huang, Yi Huang +5
Unpaired Image Translation to Mitigate Domain Shift in Liquid Argon Time Projection Chamber Detector Responses
Yi Huang, Dmitrii Torbunov, Brett Viren +4
Report of the Snowmass 2021 Topical Group on Lattice Gauge Theory
Zohreh Davoudi, Ethan T. Neil, Christian W. Bauer +35
Finite-size scaling in nucleon axial charge from 2+1-flavor DWF lattice QCD
Meifeng Lin, Shigemi Ohta
Evaluating Portable Parallelization Strategies for Heterogeneous Architectures in High Energy Physics
Mohammad Atif, Meghna Battacharya, Paolo Calafiura +17
Towards Accelerating Particle-Resolved Direct Numerical Simulation with Neural Operators
Mohammad Atif, Vanessa López-Marrero, Tao Zhang +8
Composite bosonic baryon dark matter on the lattice: SU(4) baryon spectrum and the effective Higgs interaction
Thomas Appelquist, Evan Berkowitz, Richard C. Brower +16
Chiral extrapolations in 2+1 flavor domain wall fermion simulations
Meifeng Lin
Lattice QCD and the Computational Frontier
Peter Boyle, Dennis Bollweg, Richard Brower +15
Portable Programming Model Exploration for LArTPC Simulation in a Heterogeneous Computing Environment: OpenMP vs. SYCL
Meifeng Lin, Zhihua Dong, Tianle Wang +6
Nucleon structure from 2+1-flavor dynamical DWF ensembles
Michael Abramczyk, Meifeng Lin, Andrew Lytle +1
Status of nucleon structure calculations with 2+1 flavors of domain wall fermions
Meifeng Lin
Nucleon mass and isovector couplings in 2+1-flavor dynamical domain-wall lattice QCD near physical mass
Michael Abramczyk, Thomas Blum, Taku Izubuchi +5
Porting HEP Parameterized Calorimeter Simulation Code to GPUs
Zhihua Dong, Heather Gray, Charles Leggett +3
Evaluation of Portable Acceleration Solutions for LArTPC Simulation Using Wire-Cell Toolkit
Haiwang Yu, Zhihua Dong, Kyle Knoepfel +3
Portability: A Necessary Approach for Future Scientific Software
Meghna Bhattacharya, Paolo Calafiura, Taylor Childers +16
Nucleon structure from 2+1-flavor dynamical DWF lattice QCD at nearly physical pion mass
Meifeng Lin, Shigemi Ohta
Lattice Simulations and Infrared Conformality
Thomas Appelquist, George T. Fleming, Meifeng Lin +2
Lattice QCD and Particle Physics
Andreas S. Kronfeld, Tanmoy Bhattacharya, Thomas Blum +79
OpenMP Advisor
Alok Mishra, Abid M. Malik, Meifeng Lin +1
Approaching Conformality with Ten Flavors
Thomas Appelquist, Richard C. Brower, Michael I. Buchoff +13
Localization and chiral symmetry in 2+1 flavor domain wall QCD
David J. Antonio, Kenneth C. Bowler, Peter A. Boyle +15
Probing the chiral limit of M_pi and f_pi in 2+1 flavor QCD with domain wall fermions from QCDOC
Meifeng Lin
Rough Gauge Fields, Smearing and Domain Wall Fermions
Meifeng Lin
Fourier neural operators for spatiotemporal dynamics in two-dimensional turbulence
Mohammad Atif, Pulkit Dubey, Pratik P. Aghor +9
High-Performance Multi-Mode Ptychography Reconstruction on Distributed GPUs
Zhihua Dong, Yao-Lung L. Fang, Xiaojing Huang +6
Augmented Signal Processing in Liquid Argon Time Projection Chambers with a Deep Neural Network
Haiwang Yu, Mary Bishai, Wenqiang Gu +9
Methods and Results for Quantum Optimal Pulse Control on Superconducting Qubit Systems
Elisha Siddiqui Matekole, Yao-Lung L. Fang, Meifeng Lin
Parity Doubling and the S Parameter Below the Conformal Window
Thomas Appelquist, Ron Babich, Richard C. Brower +11
UVCGAN: UNet Vision Transformer cycle-consistent GAN for unpaired image-to-image translation
Dmitrii Torbunov, Yi Huang, Haiwang Yu +5
CelloAI Benchmarks: Toward Repeatable Evaluation of AI Assistants
Mohammad Atif, Kriti Chopra, Fang-Ying Tsai +8
UVCGAN v2: An Improved Cycle-Consistent GAN for Unpaired Image-to-Image Translation
Dmitrii Torbunov, Yi Huang, Huan-Hsin Tseng +6
Effectiveness of denoising diffusion probabilistic models for fast and high-fidelity whole-event simulation in high-energy heavy-ion experiments
Yeonju Go, Dmitrii Torbunov, Timothy Rinn +6
Quantum-centric Supercomputing for Materials Science: A Perspective on Challenges and Future Directions
Yuri Alexeev, Maximilian Amsler, Paul Baity +124
Evaluation of Portable Programming Models to Accelerate LArTPC Detector Simulations
Zhihua Dong, Kyle Knoepfel, Meifeng Lin +2
Optimizing the domain wall fermion Dirac operator using the R-Stream source-to-source compiler
Meifeng Lin, Eric Papenhausen, M. Harper Langston +4
Performance Portability Strategies for Grid C++ Expression Templates
Peter A. Boyle, M. A. Clark, Carleton DeTar +3
WW Scattering Parameters via Pseudoscalar Phase Shifts
Thomas Appelquist, Ron Babich, Richard C. Brower +15
Robust and Generalizable Background Subtraction on Images of Calorimeter Jets using Unsupervised Generative Learning
Yeonju Go, Dmitrii Torbunov, Yi Huang +8
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
DUNE Software and High Performance Computing
Bonnie Fleming, Kyle Knoepfel, Meifeng Lin +6
Evaluating Application Characteristics for GPU Portability Layer Selection
Mohammad Atif, Meghna Bhattacharya, Mark Dewing +12
Nucleon Form Factors with 2+1 Flavors of Domain Wall Fermions and All-Mode-Averaging
Meifeng Lin