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an advantage: Deep learning or machine learning Structural bioinformatics Protein structure prediction and modelling Molecular simulations Membrane proteins or membrane biophysics Scientific software development
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field. Documented experience with soundscape-related research methods, such as soundscape prediction, soundscape design or soundscape evaluation; psychoacoustic or perceptual modelling; auralization
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-efficient and uncertainty-aware modeling, enhanced sampling, and statistical thermodynamics. Research will address property prediction and optimization as well as applications to chemical reactions
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theory (DFT). The project aims to predict new materials and geometries for neuromorphic computing using realistic and physically well founded models, where physical phenomena that mimic the information
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mHealth systems integrating smartphones and wireless sensors with signal processing algorithms and artificial intelligence (AI) models for unobtrusive sleep apnea detection, multi-night monitoring
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and RADAR data to support evacuation guidance and first-responder navigation. Build real-time predictive models for fire intensity and spread forecasting and integrate LLM-based scene description and
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modeling, lifetime prediction, and assessment of material integrity. Thermo-mechanical characterization, focusing on fracture behavior, performance under extreme conditions (temperature and speed), and
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modeling, lifetime prediction, and assessment of material integrity. Thermo-mechanical characterization, focusing on fracture behavior, performance under extreme conditions (temperature and speed), and
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-efficient and uncertainty-aware modeling, enhanced sampling, and statistical thermodynamics. Research will address property prediction and optimization as well as applications to chemical reactions
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Language Models Time-Series Data Prediction and Modeling Intelligent Decision-Making and Optimization Algorithms Strong programming skills (proficient in Python, PyTorch/TensorFlow, etc.). Strong