Accepted Work
All accepted work π denotes spotlight Work
π Explainable Deep Multi-View Methodology for HEDP Foam Quality Assessment
Using machine-learning and large-language-model extracted data to predict copolymerizations
π MatText: Do Language Models Need More than Text & Scale for Materials Modeling?
π MMSci: A Multimodal Multi-Discipline Dataset for PhD-Level Scientific Comprehension
Efficient Evolutionary Search over Chemical Space with Large Language Models
Scaling Computational Performance of Spherical Harmonics Kernels with Triton
π Low-Dimensional Projections for Visualizing Energy Landscapes of Atomic Systems
A Reinforcement Learning Pipeline for Band Gap-directed Crystal Generation
Extraction of Compositions from Texts of Material Science Articles
π Knowledge Graph Extraction from Total Synthesis Documents