IDEAS PhD Researcher (f/m/x) Call 2027: 5 Interdisciplinary Projects in Data Science for Environmental & Life Sciences
Tasks
- Build explainable artificial intelligence methods
- Create digital health markers from biosensing data
- Create probabilistic graph based AI methods
- Design generative protein models
- Develop causal representation learning models
- Develop chemical reaction graph representations
- Develop deep learning forecasts
- Predict pollinator microbiome transformation
- Support radiochemistry and PET imaging
- Train machine learning models for biological time series
Perks/Benefits
- Career development and networking
- Hackathons
- Retreats
- Seminars
- Structured supervision
- Tailored curriculum
- Thesis Advisory Committee
Skills/Tech-stack
Causal Representation Learning | Data Management | Deep learning | Explainable AI | Generative Modeling | Graph Machine Learning | Graph Representation | Graph Representation Learning | Machine Learning | Positron Emission Tomography | Probabilistic Modeling | Protein Engineering | Radiochemistry | Representation Learning | Series analysis | Time Series | Time Series Analysis | Uncertainty Quantification
Education
Roles
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