Colorado PROFILES, The Colorado Clinical and Translational Sciences Institute (CCTSI)
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Maziar Raissi

TitleAsst Prof Adjoint (Academic)
InstitutionUniversity of Colorado Boulder
DepartmentApplied Mathematics

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    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.
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    1. Makki M, Holzapfel G, Raissi M, Lee CH. Hyperelastic Cardiovascular NN-FE: A Framework for Integrating Nonlinear Finite Element Solvers with Neural Networks for the Hyperelastic Modeling of Cardiac Valve Tissue. Res Sq. 2026 Sep 14. PMID: 42780239.
      View in: PubMed
    2. Thakur S, Roper M, Zhou Y, Isaev DY, Bafghi RA, Nallamothu BK, Figueroa CA, Paruchuri S, Burger S, Collet C, Raissi M. PUNCH: Physics-informed uncertainty-aware network for coronary hemodynamics. Med Image Anal. 2026 Sep 03; 115:104273. PMID: 42715716.
      View in: PubMed
    3. Deng L, Raissi M, Xiao M. Meta-Learning-Based Surrogate Models for Efficient Hyperparameter Optimization. IEEE Trans Pattern Anal Mach Intell. 2026 Mar; 48(3):3931-3938. PMID: 41196795.
      View in: PubMed
    4. Deng L, Raissi M, Xiao M. Deep Neural Network Parameter Selection via Dataset Similarity Under Meta-Learning Framework. IEEE Trans Pattern Anal Mach Intell. 2026 Feb; 48(2):1860-1872. PMID: 41056167.
      View in: PubMed
    5. Bella AD, Raissi M, Santoro D, Roccaro P. Physics-informed neural networks in water and wastewater systems: a critical review. Water Res. 2026 Apr 01; 293:125449. PMID: 41638108.
      View in: PubMed
    6. Anaraki FP, Hariri-Ardebili MA, Becker S, Raissi M. Call for Special Issue Papers: Big Scientific Data and Machine Learning in Science and Engineering. Big Data. 2021 12; 9(6):409-410. PMID: 34788126.
      View in: PubMed
    7. Anaraki FP, Hariri-Ardebili MA, Becker S, Raissi M. Call for Special Issue Papers: Big Scientific Data and Machine Learning in Science and Engineering. Big Data. 2021 Oct; 9(5):404-405. PMID: 34665004.
      View in: PubMed
    8. Anaraki FP, Hariri-Ardebili MA, Becker S, Raissi M. Call for Special Issue Papers: Big Scientific Data and Machine Learning in Science and Engineering. Big Data. 2021 Aug; 9(4):326-327. PMID: 34403283.
      View in: PubMed
    9. Yazdani A, Lu L, Raissi M, Karniadakis GE. Systems biology informed deep learning for inferring parameters and hidden dynamics. PLoS Comput Biol. 2020 11; 16(11):e1007575. PMID: 33206658.
      View in: PubMed
    10. Raissi M, Yazdani A, Karniadakis GE. Hidden fluid mechanics: Learning velocity and pressure fields from flow visualizations. Science. 2020 02 28; 367(6481):1026-1030. PMID: 32001523.
      View in: PubMed
    11. Perdikaris P, Raissi M, Damianou A, Lawrence ND, Karniadakis GE. Nonlinear information fusion algorithms for data-efficient multi-fidelity modelling. Proc Math Phys Eng Sci. 2017 Feb; 473(2198):20160751. PMID: 28293137.
      View in: PubMed
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