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Hutzelmann, Thomas Fabian
A Holistic Methodology for Quality Assessment of Intrusion Detection Systems
2024
Dissertation
179 p.

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Tang, Peng
Deep Learning-based Multi-Modal Fusion Method for Skin Lesion Classification
2024
Dissertation
132 p.

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Yudin, Yehor
Uncertainty Quantification and Machine Learning Surrogate Models for Multi-Scale High-Performance-Computing Plasma Physics Turbulent Transport Simulations
2024
Dissertation
138 p.

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Holl, Philipp Marcel
Solving Forward and Inverse Problems with Differentiable Physics and Deep Learning
2024
Dissertation
158 p.

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Rahn, Simon Andreas
Modeling and simulation of SARS-CoV-2 transmission in dynamic crowds
2024
Dissertation
182 p.

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Mayr, Christina Maria
Crowd management based on direct communication technology
2024
Dissertation
223 p.

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Kohl, Georg
Similarity Metrics for Numerical Simulations using Deep Learning
2024
Dissertation
119 p.

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Hinterwimmer, Florian Georg Maximilian
Machine Learning for Analysis and Diagnosis of Musculoskeletal Tumours
2024
Dissertation
149 p.

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López Gutiérrez, Irene
Machine Learning Methods for the Simulation and Characterization of Many-Body Quantum Systems
2024
Dissertation
129 p.

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Reiz, Severin Maximilian
On the Algorithmic Impact of Scientific Computing on Machine Learning
2024
Dissertation
157 p.