AI Researcher specializing in generative modeling (transformers, diffusion) and large-scale distributed training, applying deep learning to physics-based simulation.
Currently researching aerodynamic and fluid-dynamics applications at UPM, scaling training to 1,000+ GPUs at the Barcelona Supercomputing Centre.
- FluidFlow — a flow-matching generative model for fluid dynamics surrogates on unstructured meshes · arXiv
- Transfer learning-enhanced deep RL for aerodynamic airfoil optimization subject to structural constraints · Phys. Fluids 37(8), 2025 · arXiv
