3 papers
cs.PL2026
GPU Offload in Rust: Portable, Safe, and Fast
Manuel S. Drehwald, Marcelo Domínguez, Kevin Sala +2
High-performance GPU programming has traditionally forced a compromise between execution efficiency and memory safety. While Rust guarantees compile-time memory safety for host CPU…
physics.chem-ph2024
MOLPIPx: an end-to-end differentiable package for permutationally invariant polynomials in Python and Rust
Manuel S. Drehwald, Asma Jamali, Rodrigo A. Vargas-Hernández
In this work, we present MOLPIPx, a versatile library designed to seamlessly integrate Permutationally Invariant Polynomials (PIPs) with modern machine learning frameworks, enablin…
cs.CV2024
Learning Zero-Shot Material States Segmentation, by Implanting Natural Image Patterns in Synthetic Data
Sagi Eppel, Jolina Li, Manuel Drehwald +1
Visual recognition of materials and their states is essential for understanding the physical world, from identifying wet regions on surfaces or stains on fabrics to detecting infec…