Mohsen Sadr

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 12

Top Topics

Maximum Entropy

Transformation Based Learning

Density Estimation

Top Venues

J. Comput. Phys.

Trans. Mach. Learn. Res.

Publications

Tony Tohme, Mohammad Javad Khojasteh, Mohsen Sadr, Florian Meyer, Kamal Youcef-Toumi
ISR: Invertible Symbolic Regression. CoRR (2024)
Tony Tohme, Mohsen Sadr, Kamal Youcef-Toumi, Nicolas G. Hadjiconstantinou
MESSY Estimation: Maximum-Entropy based Stochastic and Symbolic densitY Estimation. Trans. Mach. Learn. Res. 2024 (2024)
Mohsen Sadr, Nicolas G. Hadjiconstantinou, M. Hossein Gorji
Wasserstein-penalized Entropy closure: A use case for stochastic particle methods. J. Comput. Phys. 511 (2024)
Mohsen Sadr, Tony Tohme, Kamal Youcef-Toumi
Data-Driven Discovery of PDEs via the Adjoint Method. CoRR (2024)
Mohsen Sadr, Manuel Torrilhon, M. Hossein Gorji
Gaussian Process Regression for Maximum Entropy Distribution. CoRR (2023)
Tony Tohme, Mohsen Sadr, Kamal Youcef-Toumi, Nicolas G. Hadjiconstantinou
MESSY Estimation: Maximum-Entropy based Stochastic and Symbolic densitY Estimation. CoRR (2023)
Mohsen Sadr, Nicolas G. Hadjiconstantinou
Variance reduced particle solution of the Fokker-Planck equation with application to rarefied gas and plasma dynamics. J. Comput. Phys. 492 (2023)
Mohsen Sadr, Nicolas G. Hadjiconstantinou
A variance-reduced direct Monte Carlo simulation method for solving the Boltzmann equation over a wide range of rarefaction. J. Comput. Phys. 472 (2023)
Fabian Mies, Mohsen Sadr, Manuel Torrilhon
An efficient jump-diffusion approximation of the Boltzmann equation. J. Comput. Phys. 490 (2023)
Mohsen Sadr, Qian Wang, M. Hossein Gorji
Coupling kinetic and continuum using data-driven maximum entropy distribution. J. Comput. Phys. 444 (2021)
Mohsen Sadr, Manuel Torrilhon, M. Hossein Gorji
Gaussian Process Regression for Maximum Entropy Distribution. J. Comput. Phys. 418 (2020)
Mohsen Sadr, M. Hossein Gorji
Treatment of long-range interactions arising in the Enskog-Vlasov description of dense fluids. J. Comput. Phys. 378 (2019)