Publications

54 results at Journal of Computational Physics

Algorithms for perturbative analysis and simulation of quantum dynamics
- - Daniel Puzzuoli
  - Sophia Fuhui Lin
  - et al.
- 2023
- Journal of Computational Physics
Bridging Mean-Field Games and Normalizing Flows with Trajectory Regularization
- - Han Huang
  - Jiajia Yu
  - et al.
- 2023
- Journal of Computational Physics
Nonlocal kernel network (NKN): A stable and resolution-independent deep neural network
- - Huaiqian You
  - Yue Yu
  - et al.
- 2022
- Journal of Computational Physics
Artificial intelligence for accelerating time integrations in multiscale modeling
- - Changnian Han
  - Peng Zhang
  - et al.
- 2021
- Journal of Computational Physics
Using deep learning to extend the range of air pollution monitoring and forecasting
- - Philipp Hähnel
  - Jakub Marecek
  - et al.
- 2020
- Journal of Computational Physics
Data-driven reconstruction of nonlinear dynamics from sparse observation
- - Kyongmin Yeo
- 2019
- Journal of Computational Physics
Localised sequential state estimation for advection dominated flows with non-Gaussian uncertainty description
- - Emanuele Ragnoli
  - Mykhaylo Zayats
  - et al.
- 2019
- Journal of Computational Physics
Deep learning algorithm for data-driven simulation of noisy dynamical system
- - Kyongmin Yeo
  - Igor Melnyk
- 2019
- Journal of Computational Physics
Electronic coarse graining enhances the predictive power of molecular simulation allowing challenges in water physics to be addressed
- - Flaviu Cipcigan
  - V. P. Sokhan
  - et al.
- 2016
- Journal of Computational Physics
An evaluation of noise reduction algorithms for particle-based fluid simulations in multi-scale applications
- - Małgorzata J. Zimoń
  - R. Prosser
  - et al.
- 2016
- Journal of Computational Physics