Sven Jager

Researcher, RnD Data and Computational Science, Sanofi

Joined

September 2023

Names

Sven Jager (Preferred)

Emails

****@sanofi.com (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

Researcher

RnD Data and Computational Science, Sanofi (sanofi.com)

2018 – Present

Advisors, Relations & Conflicts

Coauthor

Venkata Purna Subramanyam Rallabandi

Present

Coauthor

Yaowen Chen

2025 – Present

Coauthor

Qi Tang

2025 – Present

Coauthor

Shanshan Zhu

2025 – Present

Coauthor

Lorenzo Kogler Anele

2022 – Present

PhD Advisor

Kay Hamacher

2013 – 2018

Expertise

RNA

Large Language Models

2022 – Present

Dynamic Graphs

Graph Neural Networks

E3NN

2018 – Present

Publications

Regimen-Aware Forecasting for Mechanistic Virtual Patients with Time-Series Foundation Models
Charlie George Barker, Ahmad Wisnu Mulyadi, Sanjana Balaji Kuttae, Ansh Kumar, Lilija Wehling, Thomas Rückle, Sommer Anjum, Anastasios Siokis, Hans-Christoph Schneider, Sven Jager, Thomas Klabunde, Tommaso Andreani, Gurdeep Singh
- ICLR 2026 TSALM Workshop Poster
- Readers: Everyone
Foundation Models as Physical Priors: Decoupling Geometric Reasoning from Small-Molecule Solubility Prediction
Jonathan Broadbent, Michael Bailey, Mingxuan Li, Abhishek Paul, Louis de Lescure, Paul Chauvin, Lorenzo Kogler Anele, Yasser Jangjou, Sven Jager
- ICLR 2026 Workshop FM4Science Poster
- Readers: Everyone
Solvaformer: Minimizing Geometric Redundancy for Scalable Solubility Prediction
Jonathan Broadbent, Michael Bailey, Mingxuan Li, Abhishek Paul, Louis de Lescure, Paul Chauvin, Lorenzo Kogler Anele, Yasser Jangjou, Sven Jager
- ICLR 2026 Workshop GRaM Poster
- Readers: Everyone
mRNA-GPT: End-to-end Generative Design and Optimization of Full-length mRNA
Sizhen Li, Paul Chauvin, Ofek Gross, Michael Bailey, Sven Jager
- GEM 2026
- Readers: Everyone
Solvaformer: Unified Geometric Learning for Solubility-Aware Automated Synthesis
Jonathan Broadbent, Michael Bailey, Mingxuan Li, Abhishek Paul, Louis de Lescure, Paul Chauvin, Lorenzo Kogler Anele, Yasser Jangjou, Sven Jager
- AI4Mat-ICLR-2026 Poster
- Readers: Everyone
StreAM-Tg: algorithms for analyzing coarse grained RNA dynamics based on Markov models of connectivity-graphs.
Sven Jager, Benjamin Schiller, Philipp Babel, Malte Blumenroth, Thorsten Strufe, Kay Hamacher
- Algorithms Mol. Biol. 2017
- Readers: Everyone
Evaluating Time-Series Foundation Models as Zero-Shot Surrogates for Mechanistic Virtual Patients
Ahmad Wisnu Mulyadi, Charlie George Barker, Sanjana Balaji Kuttae, Lilija Wehling, Thomas Rückle, Nicolas BOUCHER, Firas Abdessalem, Sven Jager, Anastasios Siokis, Sommer Anjum, Mohammed H. Mosa, Thomas Klabunde, Tommaso Andreani, Gurdeep Singh
- SIMBIOCHEM 2025
- Readers: Everyone
BioMedReasoner: Towards Multi-Hop Reasoning using Path-based Relational Learning on Biomedical Knowledge Graphs
Ahmad Wisnu Mulyadi, Lilija Wehling, Ansh Kumar, Nicolas Boucher, Firas Abdessalem, Sven Jager, Mohammed H. Mosa, Thomas Klabunde, Tommaso Andreani, Gurdeep Singh
- NeurIPS2025-AI4Science Poster
- Readers: Everyone
Distilling and exploiting quantitative insights from Large Language Models for enhanced Bayesian optimization of chemical reactions
Roshan Patel, Saeed Moayedpour, Louis De Lescure, Lorenzo Kogler-Anele, Alan Cherney, Sven Jager, Yasser Jangjou
- CoRR 2025
- Readers: Everyone
Active Learning for Protein Structure Prediction
Zexin Xue, Michael Bailey, Abhinav Gupta, Ruijiang Li, Alejandro Corrochano-Navarro, Sizhen Li, Lorenzo Kogler-Anele, Qui Yu, Ziv Bar-Joseph, Sven Jager
- RECOMB 2025
- Readers: Everyone

View all 19 publications

Co-Authors

View all 90 co-authors