Rosseinsky, Matthew

4 publications

NeurIPS 2025 MACS: Multi-Agent Reinforcement Learning for Optimization of Crystal Structures Elena Zamaraeva, Christopher Collins, George R Darling, Matthew Stephen Dyer, Bei Peng, Rahul Savani, Dmytro Antypov, Vladimir Gusev, Judith Clymo, Paul G. Spirakis, Matthew Rosseinsky

NeurIPSW 2023 High Throughput Decomposition of Spectra Dumitru Mirauta, Vladimir Gusev, Michael W Gaultois, Matthew Rosseinsky

NeurIPSW 2023 Investigating Extrapolation and Low-Data Challenges via Contrastive Learning of Chemical Compositions Federico Ottomano, Giovanni De Felice, Rahul Savani, Vladimir Gusev, Matthew Rosseinsky

NeurIPSW 2022 Spatio-Temporal Weathering Predictions in the Sparse Data Regime with Gaussian Processes Giovanni De Felice, Vladimir Gusev, John Y Goulermas, Michael Gaultois, Matthew Rosseinsky, Catherine Vincent Gauvin