Chemical Space Analysis and Property Prediction for Carbon Capture Amine moleculesJames McdonaghStamatia Zavitsanouet al.2024Digital Discovery
A Framework for Toxic PFAS Replacement based on GFlowNet and Chemical Foundation ModelEduardo Almeida SoaresFlaviu Cipciganet al.2023NeurIPS 2023
Beyond Chemical Language: A Multimodal Approach to Enhance Molecular Property PredictionEduardo Almeida SoaresEmilio Ashton Vital Brazilet al.2023NeurIPS 2023
Formulation Graphs for Mapping Structure-Composition of Battery Electrolytes to Device PerformanceVidushi SharmaMaxwell Giammonaet al.2023J. Chem. Inf. Model.
Synthesis Platforms for Generating High-Quality Polymer Datasets Utilizing Continuous and Discontinuous Reaction SetupsTim ErdmannNathaniel Parket al.2023ACS Fall 2023
Lab automation, data modeling, and AI agents for accelerated catalyst discoveryNathaniel ParkMatteo Manicaet al.2023ACS Fall 2023
An AI-assisted Workbench for Material DiscoveryEmilio Ashton Vital BrazilRenato Fontoura de Gusmao Cerqueiraet al.2023ACS Fall 2023
Accelerated Electrolyte Discovery using Data Driven ApproachVidushi SharmaMaxwell Giammonaet al.2023ACS Fall 2023
Integrating Chemical Language and Physicochemical Features for Enhanced Molecular Property Prediction with Multimodal Language ModelsEduardo Almeida SoaresEmilio Ashton Vital Brazilet al.2023KDD 2023