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J

Jan S. Hesthaven

helmholtz association

68H-index
438Paper Count
2.0WCitation Count
Published Papers 87
Publication Date
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Nonlinear model reduction for transport-dominated problems
errActa Numerica
IF11.3
err2026-06-19
err0
errOAAI
errJan S. Hesthaven; Benjamin Peherstorfer; Benjamin Unger
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Deep orthogonal decomposition: a continuously adaptive neural network approach to model order reduction of parametrized partial differential equations
errAdvances in Computational Mathematics
IF2.1
err2026-04-17
err0
PREAI
errFranco, Nicola Rares; Manzoni, Andrea; Zunino, Paolo; Hesthaven, Jan S.
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A coordinate transformation-based physics-informed neural networks for hyperbolic conservation laws
errJournal of Computational Physics
IF3.8
err2025-06-10
err0
PREAI
errYuanhong Chen; Zhen Gao; Jan S. Hesthaven; Yifan Lin; Xiang Sun
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GFN: A graph feedforward network for resolution-invariant reduced operator learning in multifidelity applications
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-12-01
err0
PREAI
errMorrison, Oisin M.; Pichi, Federico; Hesthaven, Jan S.
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Perfectly matched layers for the Boltzmann equation: Stability and sensitivity analysis
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2024-07-01
err1
errOAAI
errSutti, Marco; Hesthaven, Jan S.
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errSave
Positional embeddings for solving PDEs with evolutional deep neural networks
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2024-07-01
err2
errOAAI
errKast, Mariella; Hesthaven, Jan S.
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A graph convolutional autoencoder approach to model order reduction for parametrized PDEs
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2024-03-01
err20
errOAAI
errPichi, Federico; Moya, Beatriz; Hesthaven, Jan S.
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Model reduction of coupled systems based on non-intrusive approximations of the boundary response maps
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-02-01
err0
errOAAI
errDiscacciati, Niccolo; Hesthaven, Jan S.
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Non-intrusive data-driven reduced-order modeling for time-dependent parametrized problems
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2024-01-01
err8
errOAAI
errDuan, Junming; Hesthaven, Jan S.
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Massively parallel nodal discontinous Galerkin finite element method simulator for room acoustics
errINTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS
IF2.5
err2023-11-16
err4
errOAAI
errMelander, Anders; Strom, Emil; Pind, Finnur; Engsig-Karup, Allan P.; Jeong, Cheol-Ho; Warburton, Tim; Chalmers, Noel; Hesthaven, Jan S.
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Multi-fidelity surrogate modeling using long short-term memory networks
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2023-02-01
err36
errOAAI
errConti, Paolo; Guo, Mengwu; Manzoni, Andrea; Hesthaven, Jan S.
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Model order reduction for compressible flows solved using the discontinuous Galerkin methods
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2022-11-01
err2
PREAI
errYu, Jian; Hesthaven, Jan S.
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Reduced basis methods for time-dependent problems
errACTA NUMERICA
IF11.3
err2022-06-09
err36
errOAAI
errHesthaven, Jan S.; Pagliantini, Cecilia; Rozza, Gianluigi
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errSave
Multi-fidelity regression using artificial neural networks: Efficient approximation of parameter-dependent output quantities
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2022-02-01
err56
errOAAI
errGuo, Mengwu; Manzoni, Andrea; Amendt, Maurice; Conti, Paolo; Hesthaven, Jan S.
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A HIERARCHICAL PRECONDITIONER FOR WAVE PROBLEMS IN QUASILINEAR COMPLEXITY
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2022-01-27
err2
errOAAI
errBonev, Boris; Hesthaven, Jan S.
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Physics-informed machine learning for reduced-order modeling of nonlinear problems
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2021-12-01
err142
errOAAI
errChen, Wenqian; Wang, Qian; Hesthaven, Jan S.; Zhang, Chuhua
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Controlling oscillations in spectral methods by local artificial viscosity governed by neural networks
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2021-04-01
err22
errOAAI
errSchwander, Lukas; Ray, Deep; Hesthaven, Jan S.
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A phenomenological extended-reaction boundary model for time-domain wave-based acoustic simulations under sparse reflection conditions using a wave splitting method
errAPPLIED ACOUSTICS
IF3.6
err2021-01-01
err12
errOAAI
errPind, Finnur; Jeong, Cheol-Ho; Hesthaven, Jan S.; Engsig-Karup, Allan P.; Stromann-Andersen, Jakob
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Systematic sensor placement for structural anomaly detection in the absence of damaged states
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2020-11-01
err27
errOAAI
errBigoni, Caterina; Zhang, Zhenying; Hesthaven, Jan S.
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Rare event simulation for large-scale structures with local nonlinearities
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2020-07-01
err0
PREAI
errZhang, Zhenying; Hesthaven, Jan S.
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Research Directions

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Co-authors
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Y
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H-index: 60 · Papers: 392
Q
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