Sinan Keten

Full Professor, Mechanical Engineering, Northwestern University

Joined

July 2019

Names

Sinan Keten

Emails

****@northwestern.edu (Confirmed)

Personal Links

Homepage

Career & Education History

Full Professor

Mechanical Engineering , Northwestern University (u.northwestern.edu)

2019 – Present

Advisors, Relations & Conflicts

Coauthor

Payal Mohapatra

2024 – Present

Coauthor

Qi Zhu

2024 – Present

PhD Advisee

Akash Pandey

2021 – Present

Coauthor

Wei Chen

2010 – Present

Expertise

No areas of expertise listed

Publications

Systematic coarse-graining of epoxy resins with machine learning-informed energy renormalization
Andrea Giuntoli, Anton van Beek, Nitin K. Hansoge, Wei Chen, Sinan Keten
- OpenReview Archive Direct Upload
- Readers: Everyone
Semi-Parametric Functional Calibration Using Uncertainty Quantification Based Decision Support
Anton van Beek, Andrea Giuntoli, Nitin K. Hansoge, Sinan Keten, Wei Chen
- OpenReview Archive Direct Upload
- Readers: Everyone
Topology-Aware Neural Graph Operator (TANGO) for Material Constitutive Laws
Arman Moussavi, Sinan Keten
- AI4Mat-ICLR-2026 Poster
- Readers: Everyone
Interpretability Driven Evolutionary Approach for the Design of Biological Sequences
Akash Pandey, Wei Chen, Sinan Keten
- MLGenX 2026 Poster
- Readers: Everyone
TIMESLIVER : SYMBOLIC-LINEAR DECOMPOSITION FOR EXPLAINABLE TIME SERIES CLASSIFICATION
Akash Pandey, Payal Mohapatra, Wei Chen, Qi Zhu, Sinan Keten
- ICLR 2026 Poster
- Readers: Everyone
COLOR: A COMPOSITIONAL LINEAR OPERATION BASED REPRESENTATION OF PROTEIN SEQUENCES FOR IDENTIFICATION OF MONOMER CONTRIBUTIONS TO PROPERTIES
Akash Pandey, Wei Chen, Sinan Keten
- MLGenX 2025
- Readers: Everyone
Forces are not Enough: Benchmark and Critical Evaluation for Machine Learning Force Fields with Molecular Simulations
Xiang Fu, Zhenghao Wu, Wujie Wang, Tian Xie, Sinan Keten, Rafael Gomez-Bombarelli, Tommi Jaakkola
- Accepted by TMLR
- Readers: Everyone
Forces are not Enough: Benchmark and Critical Evaluation for Machine Learning Force Fields with Molecular Simulations
Xiang Fu, Zhenghao Wu, Wujie Wang, Tian Xie, Sinan Keten, Rafael Gomez-Bombarelli, Tommi S. Jaakkola
- Published: 21 Oct 2022, Last Modified: 08 Feb 2026
- AI4Science Poster
- Readers: Everyone
Forces are not Enough: Benchmark and Critical Evaluation for Machine Learning Force Fields with Molecular Simulations
Xiang Fu, Zhenghao Wu, Wujie Wang, Tian Xie, Sinan Keten, Rafael Gomez-Bombarelli, Tommi S. Jaakkola
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- Submitted to ICLR 2023
- Readers: Everyone

Sinan Keten

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors