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Benjamin Peherstorfer
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Benjamin Peherstorfer13 visible / 13 total nodes / 29 links

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Related contextCo-authorshipAuthorshipAuthorshipWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalBenjamin PeherstorferABenjamin PeherstorferResearcherMatteo RaviolaAMatteo RaviolaResearcherModel reduction for transport-dominated problems via online adaptive bases and adaptive samplingWModel reduction for tra...preprint / 2020Stability of discrete empirical interpolation and gappy proper orthogonal decomposition with randomized and deterministic sampling pointsWStability of discrete e...preprint / 2020Machine LearningTMachine Learning49008 worksmath.NATmath.NA6807 worksA Dirac-Frenkel-Onsager principle: Instantaneous residual minimization with gauge momentum for nonlinear parametrizations of PDE solutionsWA Dirac-Frenkel-Onsager...preprint / 2026Manifold Approximations via Transported Subspaces: Model reduction for transport-dominated problemsWManifold Approximations...preprint / 2020Probabilistic error estimation for non-intrusive reduced models learned from data of systems governed by linear parabolic partial differential equationsWProbabilistic error est...preprint / 2020Meta variance reduction for Monte Carlo estimation of energetic particle confinement during stellarator optimizationWMeta variance reduction...preprint / 2023Accelerating the estimation of energetic particle confinement statistics in stellarators using multifidelity Monte CarloWAccelerating the estima...preprint / 2021Lift & Learn: Physics-informed machine learning for large-scale nonlinear dynamical systemsWLift & Learn: Physics-i...preprint / 2020Depth separation for reduced deep networks in nonlinear model reduction: Distilling shock waves in nonlinear hyperbolic problemsWDepth separation for re...preprint / 2020
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Benjamin Peherstorfer

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PersonMatteo RaviolaCo-authorship / ResearcherPaperModel reduction for transport-dominated problems via online adaptive bases and adaptive samplingAuthorship / preprint / 2020PaperStability of discrete empirical interpolation and gappy proper orthogonal decomposition with randomized and deterministic sampling pointsAuthorship / preprint / 2020TopicMachine LearningWorks on / 49008 worksTopicmath.NAWorks on / 6807 worksPaperA Dirac-Frenkel-Onsager principle: Instantaneous residual minimization with gauge momentum for nonlinear parametrizations of PDE solutionsAuthorship / preprint / 2026PaperManifold Approximations via Transported Subspaces: Model reduction for transport-dominated problemsAuthorship / preprint / 2020PaperProbabilistic error estimation for non-intrusive reduced models learned from data of systems governed by linear parabolic partial differential equationsAuthorship / preprint / 2020

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