Ann Marie Carlton

University of California-Irvine

Joined

July 2019

Names

Ann Marie Carlton (Preferred)

Emails

****@uci.edu (Confirmed)

Personal Links

Career & Education History

University of California-Irvine

Present

Full Professor

University of California, Irvine (uci.edu)

2016 – 2023

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Mechanistic Reaction Data for Interpretable Deep Learning in Chemistry
Ryan J Miller, Alexander E. Dashuta, Pierre Baldi, David Van Vranken, Ann Marie Carlton
- NeurIPS2025-AI4Science Poster
- Readers: Everyone
AI for Interpretable Chemistry: Predicting Radical Mechanistic Pathways via Contrastive Learning
Mohammadamin Tavakoli, Pierre Baldi, Ann Marie Carlton, Yinting Chiu, Alexander Shmakov, David Van Vranken
- NeurIPS 2023 poster
- Readers: Everyone

Co-Authors