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Oliver Niggemann

Laplace-Net: Learning Dynamical Systems with External Forcing

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Mar 17, 2025
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AAAI Workshop on AI Planning for Cyber-Physical Systems -- CAIPI24

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Oct 08, 2024
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Artificial Intelligence in Industry 4.0: A Review of Integration Challenges for Industrial Systems

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May 28, 2024
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Design Principles for Falsifiable, Replicable and Reproducible Empirical ML Research

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May 28, 2024
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On the Convergence of Locally Adaptive and Scalable Diffusion-Based Sampling Methods for Deep Bayesian Neural Network Posteriors

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Mar 14, 2024
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Position Paper on Materials Design -- A Modern Approach

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Dec 18, 2023
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Diagnosis driven Anomaly Detection for CPS

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Nov 27, 2023
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Discret2Di -- Deep Learning based Discretization for Model-based Diagnosis

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Nov 06, 2023
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A Generative Neural Network Approach for 3D Multi-Criteria Design Generation and Optimization of an Engine Mount for an Unmanned Air Vehicle

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Nov 06, 2023
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Graph Structural Residuals: A Learning Approach to Diagnosis

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Sep 01, 2023
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