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Pouria Mistani

Physics-Guided AI for Design

    I am passionate about solving real world problems at scale by applying mathematics, physics, & software engineering. I create algorithms and software that leverage data and mathematical models to simulate and design physical systems. Since 2019, I have been developing high performance differentiable scientific software for de-novo design and optimization in life sciences & materials sciences.

Open source software

JAX-DIPS on GitHub

differentiable 3D interfacial PDE solver on GPUs/TPUs/CPUs

training compact neural networks for solution to PDEs with jump conditions

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Press release

Covering our large scale bioelectric tissue simulation engine:

- UC Santa Barbara:

- National Supercomputing Facilities:

- Specialized HPC Magazines:

- Popular Science Magazines: