2 papers
cs.DC2026
Nix to the Rescue for a Reproducible HPC-AI Software Stack
Wenke Du, Jean-Marc Gratien, Raphael Gayno +1
Reproducibility in HPC remains difficult under the constraints of production supercomputers: no root access, limited internet, and software stacks that increasingly span C/C++, For…
cs.LG2023
High Throughput Training of Deep Surrogates from Large Ensemble Runs
Lucas Meyer, Marc Schouler, Robert Alexander Caulk +2
Recent years have seen a surge in deep learning approaches to accelerate numerical solvers, which provide faithful but computationally intensive simulations of the physical world.…