Research Lines
- Variational data assimilation models (3D-Var, 4D-Var)
- Satellite data assimilation
- Numerical modeling of atmospheric and oceanographic phenomena
Application Areas
- Weather forecasting
- Wave modeling
- Air quality
Research Lines
- PDE-constrained inverse problems
- Optimization algorithms for image processing models
- Bilevel optimization of parameters and observation strategies in inverse problems
- Partial variational inequalities
Application Areas
- Inverse problems in geology and volcanology
- Parameter estimation in epidemiological models
- Numerical modeling of viscoplastic fluids
Research Lines
- Public transportation systems optimization
- Vehicle routing problems
- Facility location optimization
Application Areas
- Optimization of municipal transportation systems
- Distribution fleet management
- Optimal location of roadside mechanical and emergency medical assistance facilities
- Optimal routes for waste collection
- Optimal placement of infrastructure in electrical power, telecommunications, and water distribution networks
Research Lines
- High-performance computing for partial differential equation models
- Bayesian inference for large-scale inverse problems
- Machine learning for uncertainty quantification
Application Areas
- Weather forecasting
- Complex fluid dynamics
- Fluid–structure interaction
- Lahar simulation
- High-resolution image and video processing