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Tobias Pfaff
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Tobias Pfaff15 visible / 15 total nodes / 55 links

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Related contextCo-authorshipCo-authorshipCo-authorshipWorks onCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onWorks onWorks onWorks onWorks onAuthorshipWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalAuthorshipAuthorshipAuthorshipAuthorshipTobias PfaffATobias PfaffResearcherMask-Morph Graph U-Net: A Generalisable Mesh-Based Surrogate for Crashworthiness Field Prediction under Large Geometric VariationWMask-Morph Graph U-Net:...preprint / 2026Haoran LiAHaoran LiResearcherTobias LehrerATobias LehrerResearcherYingxue ZhaoAYingxue ZhaoResearcherPhilipp StockerAPhilipp StockerResearcherHaosu ZhouAHaosu ZhouResearcherNan LiANan LiResearcherMachine LearningTMachine Learning49008 worksComputer VisionTComputer Vision30606 worksConstraint-based graph network simulatorWConstraint-based graph ...preprint / 2022Predicting Physics in Mesh-reduced Space with Temporal AttentionWPredicting Physics in M...preprint / 2022Learning to Simulate Complex Physics with Graph NetworksWLearning to Simulate Co...preprint / 2020Combining Q-Learning and Search with Amortized Value EstimatesWCombining Q-Learning an...preprint / 2020Physical Design using Differentiable Learned SimulatorsWPhysical Design using D...preprint / 2022
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Tobias Pfaff

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PaperMask-Morph Graph U-Net: A Generalisable Mesh-Based Surrogate for Crashworthiness Field Prediction under Large Geometric VariationAuthorship / preprint / 2026PersonHaoran LiCo-authorship / ResearcherPersonTobias LehrerCo-authorship / ResearcherPersonYingxue ZhaoCo-authorship / ResearcherPersonPhilipp StockerCo-authorship / ResearcherPersonHaosu ZhouCo-authorship / ResearcherPersonNan LiCo-authorship / ResearcherTopicMachine LearningWorks on / 49008 works

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