Beyond End-to-End: Understanding the Limits of LLMs in Scientific Problem Solving Publications SC Workshops '25: Proceedings of the SC '25 Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis
New 4D Lattice QCD Equation of State: Extended Density Coverage from a Generalized T' Expansion Publications Physical Review D
Molecule–Environment Embedding with Quantum Monte Carlo: Electrons Interacting with Drude Oscillators Publications Journal of Chemical Theory and Computation
mLR: Scalable Laminography Reconstruction Based on Memoization Publications SC '25: Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis
MLP-Offload: Multi-Level, Multi-Path Offloading for LLM Pre-training to Break the GPU Memory Wall Publications SC '25: Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis
Minimizing Power Waste in Heterogenous Computing via Adaptive Uncore Scaling Publications SC '25: Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis
Machine Learning for Correlations of Electromagnetic Properties in Ab Initio Calculations Publications Physical Review C
LUCIE: A Lightweight Uncoupled Climate Emulator with Long-Term Stability and Physical Consistency Publications Journal of Advances in Modeling Earth Systems (JAMES)
Lightweight CNN-Based Artifact Reduction for Scientific Error-Bounded Lossy Compression Publications SC Workshops '25: Proceedings of the SC '25 Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis
Learning to See: Applying Inverse Recurrent Inference Machines to See Through Refractive Scattering Publications The Astrophysical Journal
