2 papers
cond-mat.mtrl-sci2026
Born-Qualified: An Autonomous Framework for Deploying Advanced Energy and Electronic Materials
Steven R. Spurgeon, Milad Abolhasani, Frederick Baddour +28
Autonomous science is transforming how we discover materials and chemical systems for advanced energy technologies. However, many initially promising systems never reach deployment…
cs.LG2024
Active Causal Learning for Decoding Chemical Complexities with Targeted Interventions
Zachary R. Fox, Ayana Ghosh
Predicting and enhancing inherent properties based on molecular structures is paramount to design tasks in medicine, materials science, and environmental management. Most of the cu…