Deep learning assisted Suzuki cross coupling catalyst designOliver SchilterFederico Zipoliet al.2022ACS Fall 2022
Regression transformer: Concurrent property prediction and conditional molecular generationJannis BornMatteo Manica2022ACS Fall 2022
Accelerating Material Design with the Generative Toolkit for Scientific Discovery (GT4SD)Matteo ManicaJoris Cadowet al.2022ACS Fall 2022
CASTELO — a combined machine learning and molecular modeling for drug discovery and protein-protein interaction optimizationLeili Zhang2022ACS Fall 2022
Attempting Activity Modulation by Graph-based Small-Molecule Generative Modeling: Analysis on Training and Seed Bias and Implication of AI-driven Drug DiscoverySeung Gu Kang2022ACS Fall 2022
MPEGO: A toolkit for multi-level performance evaluation of generative models for material discovery domainsGirmaw Abebe TadesseJannis Bornet al.2022KDD 2022
GENERATIVE ADVERSARIAL NETWORK FOR PROBABILISTIC FORECAST OF RANDOM DYNAMICAL SYSTEMSKyongmin YeoZan Liet al.2022SIAM Journal on Scientific Computing
Towards Understanding Convergence of Simultaneous Gradient Descent-Ascent in Minimax OptimizationHaochuan LiFarzan Farniaet al.2022ICML 2022
Accelerated Design and Deployment of Low-Carbon Concrete for Data CentersXiou GeRichard T. Goodwinet al.2022COMPASS 2022