Paris Perdikaris (paraklas)

paraklas

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Company:University of Pennsylvania

Location:Philadelphia, PA

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Paris Perdikaris's repositories

NARGP

Multi-fidelity modeling using Gaussian processes and nonlinear auto-regressive schemes.

GPTutorial

A hands-on tutorial on supervised learning with Gaussian processes

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PINNs

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

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deeponet

Learning nonlinear operators via DeepONet

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jax-fenics

Differentiable interface to FEniCS for JAX

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jax-fenics-adjoint

Differentiable interface to FEniCS for JAX using dolfin-adjoint/pyadjoint

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sympy2jax

Turning SymPy expressions into JAX functions

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