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Maziar Raissi | Researchclopedia

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Maziar Raissi

University of California, Riverside ORCID

91

Works

26,928

Citations

29

h-index

42

i10-index

Research Topics

Model Reduction and Neural Networks Gaussian Processes and Bayesian Inference Neural Networks and Applications

Affiliations

University of California, Riverside2024–2025

The University of Sydney2024–2024

International Monetary Fund2012–2014

George Mason University2012–2017

University of Colorado Boulder2019–2025

Top Works

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

Maziar Raissi,Paris Perdikaris,et al.

201815,114 citations

Fluid Dynamics and Turbulent Flows

Computational Physics and Python Applications

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

Salvatore Cuomo,Vincenzo Schiano Di Cola,et al.

20222,032 citations

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

Maziar Raissi,Alireza Yazdani,et al.

20201,848 citations

Hidden physics models: Machine learning of nonlinear partial differential equations

Maziar Raissi,George Em Karniadakis

20171,318 citations

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

Ehsan Haghighat,Maziar Raissi,et al.

20211,053 citations

Physics Informed Deep Learning (Part I): Data-driven Solutions of Nonlinear Partial Differential Equations

Maziar Raissi,Paris Perdikaris,et al.

2017967 citations

Machine learning of linear differential equations using Gaussian processes

Maziar Raissi,Paris Perdikaris,et al.

2017577 citations

Deep Hidden Physics Models: Deep Learning of Nonlinear Partial Differential Equations

2018438 citations

Nonlinear information fusion algorithms for data-efficient multi-fidelity modelling

Paris Perdikaris,Maziar Raissi,et al.

2017417 citations