PostDoc - Uncertainty-Aware Optimization in Inverse Problems for Next-Generation 3D Scanning
Tasks
- Analyze uncertainty propagation through iterative solvers
- Characterize measurement uncertainty in medical 3D scanning data
- Collaborate with researchers and engineers to integrate methods into production systems
- Design uncertainty-aware optimization frameworks
- Develop uncertainty-aware linear least squares methods
- Implement uncertainty-aware components in reconstruction pipelines
- Publish scientific results and technical reports
- Run simulation studies for validation
- Translate models into efficient scalable implementations
Perks/Benefits
Skills/Tech-stack
Inverse problems | Iterative solvers | Krylov Subspace Methods | Least-squares) | Linear Algebra | Linear Least Squares | Machine Learning | Numerical Linear Algebra | Optimization | Probabilistic methods | Simulation | Statistical modeling | Subspace methods | Uncertainty Quantification
Education
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