Concepedia

Maziar Raissi

MR

Statistics

Publications

42

Citations

29.7K

H-Index

29

Active since

2012

Affiliations

Brown University(Current)

University of Colorado Boulder

Massachusetts Institute of Technology

George Mason University

Purdue University West Lafayette

Maziar Raissi is an author at Brown University specializing in deep learning, neural networks, and physics.

ORCID

Publications per year

2012–2025

42

Publications

42

Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations

Maziar Raissi, Paris Perdikaris, George Em Karniadakis · Journal of Computational Physics · 2018 · 16.9K citations · Full text

, , +16

Scientific Machine Learning Through Physics–Informed Neural Networks: Where we are and What’s Next

Salvatore Cuomo, Vincenzo Schiano Di Cola, Fabio Giampaolo et al. · Journal of Scientific Computing · 2022 · 2.3K citations · Full text

, , +16

Hidden fluid mechanics: Learning velocity and pressure fields from flow visualizations

Maziar Raissi, Alireza Yazdani, George Em Karniadakis · Science · 2020 · 2K citations · Full text

, , +16

Hidden physics models: Machine learning of nonlinear partial differential equations

Maziar Raissi, George Em Karniadakis · Journal of Computational Physics · 2017 · 1.4K citations · Full text

, , +14

A physics-informed deep learning framework for inversion and surrogate modeling in solid mechanics

Ehsan Haghighat, Maziar Raissi, Adrian Moure et al. · Computer Methods in Applied Mechanics and Engineering · 2021 · 1.2K citations

, , +16

1–5 of 42