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Lars Mikelsons

Balanced Neural ODEs: nonlinear model order reduction and Koopman operator approximations

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Oct 15, 2024
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GeoBiked: A Dataset with Geometric Features and Automated Labeling Techniques to Enable Deep Generative Models in Engineering Design

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Sep 25, 2024
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Exploring Capability-Based Control Distributions of Human-Robot Teams Through Capability Deltas: Formalization and Implications

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Aug 09, 2024
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Exploring the Potentials and Challenges of Deep Generative Models in Product Design Conception

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Jul 15, 2024
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InsertDiffusion: Identity Preserving Visualization of Objects through a Training-Free Diffusion Architecture

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Jul 15, 2024
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Learnable & Interpretable Model Combination in Dynamic Systems Modeling

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Jun 12, 2024
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Towards Consistent and Explainable Motion Prediction using Heterogeneous Graph Attention

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May 16, 2024
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Eigen-informed NeuralODEs: Dealing with stability and convergence issues of NeuralODEs

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Feb 07, 2023
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NeuralFMU: Presenting a workflow for integrating hybrid NeuralODEs into real world applications

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Sep 08, 2022
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Imitation Learning by State-Only Distribution Matching

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Feb 09, 2022
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