Nicolas G. Hadjiconstantinou

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 6

Top Topics

Mixture Modeling

Density Estimators

Top Venues

J. Comput. Phys.

Trans. Mach. Learn. Res.

Publications

Evan K. Massaro, Michael A. Gallis, Nicolas G. Hadjiconstantinou
Efficient particle control in systems with large density gradients. J. Comput. Phys. 508 (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)
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)
Thomas M. M. Homolle, Nicolas G. Hadjiconstantinou
A low-variance deviational simulation Monte Carlo for the Boltzmann equation. J. Comput. Phys. 226 (2) (2007)