Dr. Lars W***

Graph Neural Networks for Relational Reasoning High-Performance GPU Distributed Model Training Quantum Machine Learning Algorithms Algorithmic Fairness Bias Detection and Ethics in AI Continual and Lifelong Machine Learning Adversarial Robustness and Model Verification Neuromorphic Computing and Event-Based Vision Neural Architecture Search and Edge Quantization Symbolic AI and Neuro-Symbolic Integration Time-Series Forecasting with Attention Networks Visual Question Answering and Multimodal LLMs Federated Learning and Differential Privacy Human-in-the-Loop Machine Learning Systems Automated Code Generation and Program Synthesis Deep Generative Models for Molecular Drug Design Advanced High-Strength Automotive Steels (AHSS) Hydrogen Direct Reduction of Iron Ore (HYBRIT) Refractory Materials for Hydrogen Metallurgy Cold Rolling and Annealing Texture Evolution