PainPoints: A Framework for Language-based Detection of Chronic Pain and Expert-Collaborative Text-SummarizationShreyas FadnavisAmit Dhurandharet al.2022ML4H 2022
Automated Artificial-intelligence Inverse Design of Polymer Membranes for CO2 Capture and SeparationRonaldo GiroHsianghan Hsuet al.2022MRS Fall Meeting 2022
A Data-driven Discovery Pipeline for Flue Gas Separation Homopolymer MembranesHsianghan HsuMatteo Manicaet al.2022MRS Fall Meeting 2022
Accelerating Material Design with the Generative Toolkit for Scientific Discovery (GT4SD)Matteo ManicaJoris Cadowet al.2022MRS Fall Meeting 2022
A Data-driven Discovery Pipeline for Flue Gas Separation Homopolymer MembranesHsianghan HsuMatteo Manicaet al.2022MRS Fall Meeting 2022
Generating physically-consistent high-resolution climate data with hard-constrained neural networksPaula HarderQidong Yanget al.2022NeurIPS 2022
Direct Sampling for extreme weather generationJorge Luis Guevara DiazBianca Zadroznyet al.2022NeurIPS 2022
Physics-Constrained Deep Learning for Climate DownscalingPaula HarderQidong Yanget al.2022NeurIPS 2022