José A. Alvarez Cabrera
Scientific Computing

AI4Science Physics Simulation Platform

Cloud-native experimentation with physics-informed neural networks and scientific simulation workflows.

Physics-informed neural networks running on cloud infrastructure.

What it is

Work at the intersection of physics simulation, scientific computing, AI and cloud infrastructure: training physics-informed neural networks, orchestrating computational workflows, and putting a usable surface on top of them.

How it works

Treat simulation as a product problem as well as a numerical one: reproducible training runs, cloud execution, and visualization that a researcher can actually interpret.

Technology

PythonPyTorchPhysics-Informed Neural NetworksNVIDIA ModulusCloud infrastructureComputational workflows
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Have something difficult to build?

Tell me what you're trying to make, automate, or figure out. If it's a good fit, I'll help turn it into working software.