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Nils Thuerey
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Nils Thuerey17 visible / 17 total nodes / 35 links

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Works onCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onAuthorshipAuthorshipWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalNils ThuereyANils ThuereyResearcherTadpole: Autoencoders as Foundation Models for 3D PDEs with Online LearningWTadpole: Autoencoders a...preprint / 2026Benjamin HolzschuhABenjamin HolzschuhResearcherQiang LiuAQiang LiuResearcherFelix KoehlerAFelix KoehlerResearcherMachine LearningTMachine Learning49008 worksData-driven Regularization via Racecar Training for Generalizing Neural NetworksWData-driven Regularizat...preprint / 2020Neural Emulator Superiority: When Machine Learning for PDEs Surpasses its Training DataWNeural Emulator Superio...preprint / 2026Half-Inverse Gradients for Physical Deep LearningWHalf-Inverse Gradients ...preprint / 2022Simulating Liquids with Graph NetworksWSimulating Liquids with...preprint / 2022Control of Two-way Coupled Fluid Systems with Differentiable SolversWControl of Two-way Coup...preprint / 2022Volumetric Isosurface Rendering with Deep Learning-Based Super-ResolutionWVolumetric Isosurface R...preprint / 2019Neural Scene Graphs for Dynamic ScenesWNeural Scene Graphs for...preprint / 2021Learning Similarity Metrics for Numerical SimulationsWLearning Similarity Met...preprint / 2020Learning to Control PDEs with Differentiable PhysicsWLearning to Control PDE...preprint / 2020Modeling of the nonlinear flame response of a Bunsen-type flame via multi-layer perceptronWModeling of the nonline...preprint / 2022TemporalUV: Capturing Loose Clothing with Temporally Coherent UV CoordinatesWTemporalUV: Capturing L...preprint / 2022
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Nils Thuerey

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PaperTadpole: Autoencoders as Foundation Models for 3D PDEs with Online LearningAuthorship / preprint / 2026PersonBenjamin HolzschuhCo-authorship / ResearcherPersonQiang LiuCo-authorship / ResearcherPersonFelix KoehlerCo-authorship / ResearcherTopicMachine LearningWorks on / 49008 worksPaperData-driven Regularization via Racecar Training for Generalizing Neural NetworksAuthorship / preprint / 2020PaperNeural Emulator Superiority: When Machine Learning for PDEs Surpasses its Training DataAuthorship / preprint / 2026PaperHalf-Inverse Gradients for Physical Deep LearningAuthorship / preprint / 2022

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