Learning to Optimize Molecules with a Chemical Language ModelJerret RossSamuel Hoffmanet al.2024NeurIPS 2024
Accelerating drug target inhibitor discovery with a deep generative foundation modelVijil ChenthamarakshanSamuel C. Hoffmanet al.2023Science Advances
Accelerating material design with the generative toolkit for scientific discoveryMatteo ManicaJannis Bornet al.2023npj Computational Materials
Accelerating Material Design with the Generative Toolkit for Scientific Discovery (GT4SD)Matteo ManicaJoris Cadowet al.2022MRS Fall Meeting 2022
Accelerating Material Design with the Generative Toolkit for Scientific Discovery (GT4SD)Matteo ManicaJoris Cadowet al.2022ACS Fall 2022
An Empirical Study of Modular Bias Mitigators and EnsemblesMichael FefferMartin Hirzelet al.2022ICML 2022
Augmenting Molecular Deep Generative Models with Topological Data Analysis RepresentationsYair SchiffVijil Chenthamarakshanet al.2022ICASSP 2022
Optimizing molecules using efficient queries from property evaluationsSamuel C. HoffmanVijil Chenthamarakshanet al.2021Nature Machine Intelligence
Sample-efficient Generation of Novel Photo-acid Generator Molecules using a Deep Generative ModelSamuel HoffmanVijil Vijilet al.2021NeurIPS 2021