3 papers
physics.comp-ph2025
Physics-Aware POD-Based Learning for Ab initio QEM-Galerkin Simulations of Periodic Nanostructures
Martin Veresko, Yu Liu, Daqing Hou +1
Quantum nanostructures offer crucial applications in electronics, photonics, materials, drugs, etc. For accurate design and analysis of nanostructures and materials, simulations of…
cs.CE2024
PyPOD-GP: Using PyTorch for Accelerated Chip-Level Thermal Simulation of the GPU
Neil He, Ming-Cheng Cheng, Yu Liu
The rising demand for high-performance computing (HPC) has made full-chip dynamic thermal simulation in many-core GPUs critical for optimizing performance and extending device life…
eess.SY2024
Improving TAS Adaptability with a Variable Temperature Threshold
Anthony Dowling, Ming-Cheng Cheng, Yu Liu
Thermal-Aware Scheduling (TAS) provides methods to manage the thermal dissipation of a computing chip during task execution. These methods aim to avoid issues such as accelerated a…