machine learning 2equivariance 1fluid dynamics 1large eddy simulation 1neural networks 1nonlocal neural networks 1rotational equivariance 1subgrid-scale modeling 1turbulence 1turbulent flow 1
From the 2 of 4 linked papers with an AI index.
Showing cs.LGShow all
2 papers · 1 filter
cs.LG2024
A Cosmic-Scale Benchmark for Symmetry-Preserving Data Processing
Julia Balla, Siddharth Mishra-Sharma, Carolina Cuesta-Lazaro +2
Efficiently processing structured point cloud data while preserving multiscale information is a key challenge across domains, from graphics to atomistic modeling. Using a curated d…
cs.LG2024
CodonMPNN for Organism Specific and Codon Optimal Inverse Folding
Hannes Stark, Umesh Padia, Julia Balla +2
Generating protein sequences conditioned on protein structures is an impactful technique for protein engineering. When synthesizing engineered proteins, they are commonly translate…