Dynamics of non-classical light generation from semiconductor quantum dots
2025
Dissertation
132 p.
AutoPas: Automated Dynamic Algorithm Selection for HPC Particle Simulations
2025
Dissertation
175 p.
Limits of Approximation of Quantum Markov Semigroups in Infinite-Dimensional Systems
2025
Dissertation
308 p.
Exploring Factor Graphs From Structural Perspective for Robot Motion Planning
2025
Dissertation
112 p.
Deep Learning Approaches for Dependency Analysis in Large Ensemble Datasets
2025
Dissertation
117 p.
Advancing Privacy-Enhancing Technologies for Policy-Driven Data Sovereignty and Provenance
2025
Dissertation
170 p.
Securing Networked Systems by Identifying and Monitoring Multi-Layer Dependencies
2025
Dissertation
179 p.
Network Design and Resource Management for LiFi-WiFi Heterogeneous Networks
2024
Dissertation
167 p.
High-Quality and Scalable Visualization of Model Parameter Sensitivities and 3D Spatial Correlations
2025
Dissertation
135 p.
Deep generative modeling of transcriptional dynamics and data-view agnostic inference of cellular state changes with single-cell omics data
2025
Dissertation
82 p.
Advances of Side-Channel Analysis in the Areas of Post-Quantum Cryptography and Deep Learning-Based Attacks
2024
Dissertation
171 p.
The Configurability of the Linux Kernel and the Implications on Security
2024
Dissertation
109 p.
A Holistic Methodology for Quality Assessment of Intrusion Detection Systems
2024
Dissertation
179 p.
Median-of-Means for Sparse Models: Fast Sparsifying Transforms and Recovery from Heavy-Tailed Measurements
2025
Dissertation
116 p.
Multimodal Catheter Tracking Concepts and Methodologies for Endovascular Procedures
2025
Dissertation
185 p.
Holistic Approaches to Performance Optimization in Decentralized Systems: A Study of Hyperledger Fabric
2024
Dissertation
163 p.
Coherent Interaction of Pulsed Light with a Single Quantum Two-Level System
2025
Dissertation
119 p.
Identifiability and Statistical Inference in Latent Variable Modeling
2024
Dissertation
196 p.
Safe and Non-Conservative Handling of Multi-Modal and Unmodeled Uncertainty in Autonomous Driving with Stochastic Model Predictive Control
2024
Dissertation
195 p.
On the Epistemic Functions of Neural Network Models in Cognitive Science
2024
Dissertation
201 p.
Low-collisionality extension of fluid models for plasma edge simulations
2024
Dissertation
120 p.
Detecting and Evaluating QUIC Deployments as Part of the Internet Ecosystem
2025
Dissertation
170 p.
3D Human Behavior Generation through Action and Interaction Synthesis
2024
Dissertation
225 p.
Acoustofluidic platform technology for cell trapping in a spherical microchamber
2025
Dissertation
148 p.
Deep Learning-based Multi-Modal Fusion Method for Skin Lesion Classification
2024
Dissertation
132 p.
Multimodal Deep Learning for Holistic Clinical Decision and Reasoning Support
2024
Dissertation
179 p.
Uncertainty Quantification and Machine Learning Surrogate Models for Multi-Scale High-Performance-Computing Plasma Physics Turbulent Transport Simulations
2024
Dissertation
138 p.
Refraction based elevational angular compounding for ultrasound speckle reduction
2024
Dissertation
103 p.
Paradigms for the Low-Frequency Stable Solution of Electromagnetic Scattering, Radiation, and Equivalent Source Reconstruction Problems
2024
Dissertation
210 p.
Computable or Not Computable: Algorithmic Aspects of Channel Capacity
2024
Dissertation
119 p.
Solving Forward and Inverse Problems with Differentiable Physics and Deep Learning
2024
Dissertation
158 p.