3 papers
physics.comp-ph2025
Machine learning models for Si nanoparticle growth in nonthermal plasma
Matt Raymond, Paolo Elvati, Jacob C. Saldinger +3
Nanoparticles (NPs) formed in nonthermal plasmas (NTPs) can have unique properties and applications. However, modeling their growth in these environments presents significant chall…
cs.LG2024
Joint Optimization of Piecewise Linear Ensembles
Matt Raymond, Angela Violi, Clayton Scott
Tree ensembles achieve state-of-the-art performance on numerous prediction tasks. We propose oint ptimization of iecewise inear $\te…
cs.LG2024
Universal Feature Selection for Simultaneous Interpretability of Multitask Datasets
Matt Raymond, Jacob Charles Saldinger, Paolo Elvati +2
Extracting meaningful features from complex, high-dimensional datasets across scientific domains remains challenging. Current methods often struggle with scalability, limiting thei…