PhD position H/F : Pipeline leak detection using electromagnetic scanning powered by distributed AI (LEAK-SCAN)
EUR 33K-35K (estimate) Mid-level Full Time
Tasks
- Build hybrid dataset from simulated and experimental data
- Define research methodology
- Develop AI methods for leak detection in radar images
- Evaluate field strategies for experiments
- Implement PINNs FWI for water leak detection
- Model electromagnetic wave propagation in unsaturated soil
- Optimize AI models and distributed computing
- Present results and defend thesis
- Review state of the art
- Write dissertation manuscript
Perks/Benefits
- N/A
Skills/Tech-stack
Convex Optimization | Detection theory | Distributed Computing | Electromagnetic Theory | Electromagnetic wave | Electromagnetic wave propagation | Estimation Theory | Federated Learning | Full Wave Inversion | Ground-penetrating radar | High Performance | High-Performance Computing | Matrix theory | Maxwell equations | Networking | Neural Networks | Non-Convex Optimization | Optimization | Performance Computing | Physics Informed Neural Networks | Probability | PyTorch | Signal Processing | TensorFlow | Wave propagation
Education
Roles
PhD researcher | Research Scientist | Researcher | Scientist
Related jobs
-
Complex Network Analysis | Complex network | Data Privacy | Deep learning | Federated LearningAccess to IoT test platform | Access to research demonstratorMid-level Full TimeLingolsheim, Grand Est, France2d ago
-
Data & AI Engineer - Cybersecurity Innovation EUR 56K-84KAPIs | Adversarial Machine Learning | Amazon Web Services | Azure | Behavior analyticsCertifications | Conferences | TrainingEntry-level Full TimeMarseille, FR1mo ago
-
Anomaly Detection | CPS | Centrality Measures | Complex Network Analysis | Complex networkMid-level Full TimeLingolsheim, Grand Est, France1mo ago