Christian Jacobsen

According to our database, Christian Jacobsen authored at least 5 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

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

2024

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

Variational Bayesian Optimal Experimental Design with Normalizing Flows.

Jiayuan Dong, Christian Jacobsen, Mehdi Khalloufi, Maryam Akram, Wanjiao Liu, Karthik Duraisamy, Xun Huan

CoRR, 2024

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

2021

Disentangling Generative Factors of Physical Fields Using Variational Autoencoders.

Christian Jacobsen, Karthik Duraisamy

CoRR, 2021