Peter Eckmann

PhD student, Computer Science, Stanford University

Joined

September 2022

Names

Peter Eckmann (Preferred)

Emails

****@ucsd.edu (Confirmed)

,

****@stanford.edu (Confirmed)

Personal Links

Career & Education History

PhD student

Computer Science, Stanford University (stanford.edu)

2025 – Present

Undergrad student

Computer Science, University of California, San Diego (ucsd.edu)

2021 – 2025

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

MOLLEO+: Towards Optimized Use of LLMs for Drug Discovery
Andrew Y. Zhou, Peter Eckmann, Sumanth Varambally, Michael K Gilson, Rose Yu
- Submitted to ICLR 2026
- Readers: Everyone
MF-LAL: Drug Compound Generation Using Multi-Fidelity Latent Space Active Learning
Peter Eckmann, Dongxia Wu, Germano Heinzelmann, Michael K Gilson, Rose Yu
- ICML 2025 poster
- Readers: Everyone
Ligand-Based Compound Activity Prediction via Few-Shot Learning
Peter Eckmann, Jake Anderson, Rose Yu, Michael K Gilson
- Journal of Chemical Information and Modeling
- Readers: Everyone
MF-LAL: Drug Compound Generation Using Multi-Fidelity Latent Space Active Learning
Peter Eckmann, Dongxia Wu, Germano Heinzelmann, Michael K Gilson, Rose Yu
- AIDrugX Poster
- Readers: Everyone
MF-LAL: Drug Compound Generation Using Multi-Fidelity Latent Space Active Learning
Peter Eckmann, Dongxia Wu, Germano Heinzelmann, Michael K Gilson, Rose Yu
- Submitted to ICLR 2025
- Readers: Everyone
LIMO: Latent Inceptionism for Targeted Molecule Generation
Peter Eckmann, Kunyang Sun, Bo Zhao, Mudong Feng, Michael K Gilson, Rose Yu
- 12 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Target-Free Ligand Scoring via One-Shot Learning
Peter Eckmann, Jake Anderson, Michael K Gilson, Rose Yu
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone

Co-Authors