Burke, Martin D.

4 publications

ICLR 2026 mCLM: A Modular Chemical Language Model That Generates Functional and Makeable Molecules Carl Edwards, Chi Han, Gawon Lee, Thao Nguyen, Sara Szymkuć, Chetan Kumar Prasad, Bowen Jin, Jiawei Han, Ying Diao, Ge Liu, Hao Peng, Bartosz Andrzej Grzybowski, Martin D. Burke, Heng Ji

ICLR 2024 Robust Model-Based Optimization for Challenging Fitness Landscapes Saba Ghaffari, Ehsan Saleh, Alex Schwing, Yu-Xiong Wang, Martin D. Burke, Saurabh Sinha

NeurIPSW 2022 Autonomous Materials Discovery for Organic Photovoltaics Changhyun Hwang, Seungjoo Yi, David Friday, Nicholas Henry Angello, Tiara Charis Torres-Flores, Nick Jackson, Martin D. Burke, Charles Schroeder, Ying Diao

ICLR 2022 Chemical-Reaction-Aware Molecule Representation Learning Hongwei Wang, Weijiang Li, Xiaomeng Jin, Kyunghyun Cho, Heng Ji, Jiawei Han, Martin D. Burke