120 citations · 223 across the 24 of their papers we have counts for
3 papers · 1 filter
Enhancing Energy Efficiency in Scientific Workflows through CFD based PIVAEs
Ali Zahir, Ashiq Anjum, Mark Wilkinson +1
The growing complexity and scale of scientific workflows in high performance computing (HPC) environments have led to significant challenges in managing energy consumption without…
NL2GDS: LLM-aided interface for Open Source Chip Design
Max Eland, Jeyan Thiyagalingam, Dinesh Pamunuwa +1
The growing complexity of hardware design and the widening gap between high-level specifications and register-transfer level (RTL) implementation hinder rapid prototyping and syste…
Data-driven modeling of shock physics by physics-informed MeshGraphNets
S. Zhang, M. Mallon, M. Luo +4
High-resolution fluid simulations for plasma physics and astrophysics rely on Particle in cell (PIC) and hydrodynamic solvers (e.g., FLASH) to resolve shock dominated, multiscale p…