Accelerating Material Design with the Generative Toolkit for Scientific Discovery (GT4SD)Matteo ManicaJoris Cadowet al.2022ACS Fall 2022
Combining physics-based modeling and graph neural networks for drug discoveryJoseph Morrone2022ACS Fall 2022
Studying the physics of carbon dioxide storage at microscopic scale with simulations and experimentsMatheus Esteves FerreiraJaione Tirapu Azpirozet al.2022ACS Fall 2022
Bridging the gap between rule-based expert systems and machine learning in computer-aided retrosynthetic designDaniel ProbstAnastasia Sveshnikovaet al.2022ACS Fall 2022
Combining high-quality, humanly curated data with language models: the dawn of on-demand machine learning models for digital chemistryAlain VaucherFiona Shortt de Hernandezet al.2022ACS Fall 2022
Deep learning assisted Suzuki cross coupling catalyst designOliver SchilterFederico Zipoliet al.2022ACS Fall 2022
Carbon dioxide sourced functional cyclic carbonates used to prepare macromolecular therapeutics to treat infectious disease and cancerJames Hedrick2022ACS Fall 2022
Neuro-symbolic reinforcement learning for polymer discoverySarath SwaminathanDmitry Zubarev2022ACS Fall 2022
Universal reagents for CO2 capture, storage, and upcycling into value-added polymerDino WuNathaniel Parket al.2022ACS Fall 2022
Oxidizing gas enhancement of lithium-iodine batteries: Towards practical iodine cathodes and viable lithium metal protection strategiesMaxwell GiammonaLinda Sundberget al.2022ACS Fall 2022