Karthik Duraisamy

Full Professor, Aerospace Engineering, University of Michigan

Joined

July 2019

Names

Karthik Duraisamy (Preferred)

Karthikeyan Duraisamy

Emails

****@umich.edu (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Full Professor

Aerospace Engineering, University of Michigan (umich.edu)

2023 – Present

Advisors, Relations & Conflicts

PhD Advisor

James Baeder

2000 – 2005

Expertise

AI for science

2012 – 2025

computational science

2000 – 2025

Computational Fluid Dynamics

1998 – 2025

Publications

Probabilistic residual transport between multi-fidelity manifolds
Sahil Bhola, Karthik Duraisamy
- AI&PDE Poster
- Readers: Everyone
CoCoGen: Physically Consistent and Conditioned Score-Based Generative Models for Forward and Inverse Problems
Christian Jacobsen, Yilin Zhuang, Karthik Duraisamy
- SIAM J. Sci. Comput. 2025
- Readers: Everyone
Extracting Koopman Operators for Prediction and Control of Nonlinear Dynamics Using Two-Stage Learning and Oblique Projections
Daisuke Uchida, Karthik Duraisamy
- SIAM J. Appl. Dyn. Syst. 2025
- Readers: Everyone
Enhancing Dynamical System Modeling through Interpretable Machine Learning Augmentations: A Case Study in Cathodic Electrophoretic Deposition
Christian Jacobsen, Jiayuan Dong, Mehdi Khalloufi, Xun Huan, Karthik Duraisamy, Maryam Akram, Wanjiao Liu
- CoRR 2024
- Readers: Everyone
Information theoretic clustering for coarse-grained modeling of non-equilibrium gas dynamics
Christian Jacobsen, Ivan Zanardi, Sahil Bhola, Karthik Duraisamy, Marco Panesi
- J. Comput. Phys. 2024
- Readers: Everyone
Spatially-Aware Diffusion Models with Cross-Attention for Global Field Reconstruction with Sparse Observations
Yilin Zhuang, Sibo Cheng, Karthik Duraisamy
- CoRR 2024
- Readers: Everyone
Finite Sample Analysis and Bounds of Generalization Error of Gradient Descent in In-Context Linear Regression
Karthik Duraisamy
- CoRR 2024
- Readers: Everyone
Variational Bayesian Optimal Experimental Design with Normalizing Flows
Jiayuan Dong, Christian Jacobsen, Mehdi Khalloufi, Maryam Akram, Wanjiao Liu, Karthik Duraisamy, Xun Huan
- CoRR 2024
- Readers: Everyone
Predictive reduced order modeling of chaotic multi-scale problems using adaptively sampled projections
Cheng Huang, Karthik Duraisamy
- J. Comput. Phys. 2023
- Readers: Everyone
Disentangling Generative Factors of Physical Fields Using Variational Autoencoders
Christian Jacobsen, Karthikeyan Duraisamy
- 17 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone

View all 45 publications

Co-Authors

View all 57 co-authors