AP
Ahmad Peyvan
physics.flu-dyncs.LGcs.AIphysics.comp-phcond-mat.mtrl-scics.NAmath.NAmath.OC
On Valency
published · living versionsW_2js36be7·v1 · currentpublished
Inherent Failure Modes of Physics-Informed Neural Networks for Buoyancy-Driven Flow: Role of Non-Dimensionalization in Network Training
with Krishan Chand, Haoxiang Luo
1 version
Preprints & journals
10 papers in the corpus · 2020–2025Learning Rarefied Gas Dynamics with Physics-Enforced Neural Networks2509.06231v1 · Ehsan Roohi, Ahmad Shoja-Sani, Bijan Goshayeshi et al.2025 · 0 citationsarXiv
Crack Path Prediction with Operator Learning using Discrete Particle System data Generation2506.01976v2 · Elham Kiyani, Venkatesh Ananchaperumal, Ahmad Peyvan et al.2025 · 6 citationsarXiv
Fusion-DeepONet: A Data-Efficient Neural Operator for Geometry-Dependent Hypersonic and Supersonic Flows2501.01934v2 · Ahmad Peyvan, Varun Kumar, George Em Karniadakis2025 · 25 citationsarXiv
Hypersonic Boundary Layer Transition and Heat Loading2407.02311v1 · Ahmad Peyvan, Luis Bravo, Anindya Ghoshal et al.2024 · 0 citationsarXiv
Transformers as Neural Operators for Solutions of Differential Equations with Finite Regularity2405.19166v1 · Benjamin Shih, Ahmad Peyvan, Zhongqiang Zhang et al.2024 · 37 citationsarXiv
RiemannONets: Interpretable Neural Operators for Riemann Problems2401.08886v2 · Ahmad Peyvan, Vivek Oommen, Ameya D. Jagtap et al.2024 · 40 citationsarXiv
Deep neural operators can serve as accurate surrogates for shape optimization: A case study for airfoils2302.00807v1 · Khemraj Shukla, Vivek Oommen, Ahmad Peyvan et al.2023 · 2 citationsarXiv
High-Order Methods for Hypersonic Flows with Strong Shocks and Real Chemistry2211.12635v1 · Ahmad Peyvan, Khemraj Shukla, Jesse Chan et al.2022 · 26 citationsarXiv
Computer simulation of the SARS-CoV-2 contamination risk in a large dental clinic.33897241 · Komperda, Jonathan, Peyvan, Ahmad, Li, Dongru et al.2024 · 85 citationsPhysics of fluids (Woodbury, N.Y. : 1994). 2021;33(3):033328
Application of Modal Filtering in Discontinuous Spectral Element Method for Simulation of Compressible Channel Flow at Different Reynolds Numbers2007.06610v1 · Ahmad Peyvan, Zia Ghiasi, Dongru Li et al.2020 · 1 citationarXiv
Career total: 26 works. 10 are in this corpus.
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