Uncertainty-aware fleet routing optimization integrating metocean forecasts and vessel performance models for operational decision-making.

  • Acamdemic

Coupled ocean–atmosphere modeling of submesoscale processes driving heat exchange and regional climate variability.

  • Acamdemic

High-resolution climate modeling and digital twin system for risk assessment and forecasting at regional and facility scales.

  • Aramco

Advanced drift modeling framework combining ocean and atmospheric dynamics for accurate trajectory prediction.

  • Aramco

High-resolution biogeochemical modeling system capturing ecosystem dynamics, carbon fluxes, and marine variability.

  • Aramco

High-resolution, unified ocean modeling framework for consistent forecasting across the Arabian Peninsula waters.

  • Aramco

A scalable POSOC framework enabling optimal decisions under partial information in complex, high-dimensional environments.

  • Acamdemic