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Title: GitHub - Ceyron/exponax: Efficient Differentiable n-d PDE Solvers in JAX. · GitHub

Open Graph Title: GitHub - Ceyron/exponax: Efficient Differentiable n-d PDE Solvers in JAX.

X Title: GitHub - Ceyron/exponax: Efficient Differentiable n-d PDE Solvers in JAX.

Description: Efficient Differentiable n-d PDE Solvers in JAX. Contribute to Ceyron/exponax development by creating an account on GitHub.

Open Graph Description: Efficient Differentiable n-d PDE Solvers in JAX. Contribute to Ceyron/exponax development by creating an account on GitHub.

X Description: Efficient Differentiable n-d PDE Solvers in JAX. Contribute to Ceyron/exponax development by creating an account on GitHub.

Opengraph URL: https://github.com/Ceyron/exponax

X: @github

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Domain: github.com

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JAX	https://github.com/google/jax
Equinox	https://github.com/patrick-kidger/equinox
	https://github.com/Ceyron/exponax#efficient-differentiable-n-d-pde-solvers-built-on-top-of-jax--equinox
	https://pypi.org/project/exponax/
	https://github.com/ceyron/exponax/actions/workflows/test.yml
	https://codecov.io/gh/Ceyron/exponax
	https://fkoehler.site/exponax/
	https://github.com/ceyron/exponax/releases
	https://github.com/ceyron/exponax/blob/main/LICENSE.txt
Installation	https://github.com/Ceyron/exponax#installation
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Equations	https://github.com/Ceyron/exponax#built-in-equations
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	https://github.com/Ceyron/exponax#installation
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	https://github.com/Ceyron/exponax#quickstart
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this tutorial on 1D Advection	https://fkoehler.site/exponax/examples/simple_advection_example_1d/
	https://github.com/Ceyron/exponax#built-in-equations
	https://github.com/Ceyron/exponax#linear
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Diffusion	https://fkoehler.site/exponax/api/stepper/linear/diffusion/
AdvectionDiffusion	https://fkoehler.site/exponax/api/stepper/linear/advection_diffusion/
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HyperDiffusion	https://fkoehler.site/exponax/api/stepper/linear/hyper_diffusion/
Wave	https://fkoehler.site/exponax/api/stepper/linear/wave/
	https://github.com/Ceyron/exponax#nonlinear
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KortewegDeVries	https://fkoehler.site/exponax/api/stepper/nonlinear/kdv/
KuramotoSivashinsky	https://fkoehler.site/exponax/api/stepper/nonlinear/ks/
KuramotoSivashinskyConservative	https://fkoehler.site/exponax/api/stepper/nonlinear/ks_cons/
NavierStokesVorticity	https://fkoehler.site/exponax/api/stepper/nonlinear/navier_stokes/
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	https://github.com/Ceyron/exponax#reaction-diffusion
reaction.FisherKPP	https://fkoehler.site/exponax/api/stepper/reaction/fisher_kpp/
reaction.AllenCahn	https://fkoehler.site/exponax/api/stepper/reaction/allen_cahn/
reaction.CahnHilliard	https://fkoehler.site/exponax/api/stepper/reaction/cahn_hilliard/
reaction.GrayScott	https://fkoehler.site/exponax/api/stepper/reaction/gray_scott/
reaction.SwiftHohenberg	https://fkoehler.site/exponax/api/stepper/reaction/swift_hohenberg/
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GeneralConvectionStepper	https://fkoehler.site/exponax/api/stepper/generic/physical/general_convection/
GeneralGradientNormStepper	https://fkoehler.site/exponax/api/stepper/generic/physical/general_gradient_norm/
GeneralVorticityConvectionStepper	https://fkoehler.site/exponax/api/stepper/generic/physical/general_vorticity_convection/
GeneralPolynomialStepper	https://fkoehler.site/exponax/api/stepper/generic/physical/general_polynomial/
GeneralNonlinearStepper	https://fkoehler.site/exponax/api/stepper/generic/physical/general_nonlinear/
normalized & difficulty interface docs	https://fkoehler.site/exponax/api/utilities/normalized_and_difficulty/
	https://github.com/Ceyron/exponax#features
Equinox	https://github.com/patrick-kidger/equinox
	https://github.com/Ceyron/exponax#documentation
fkoehler.site/exponax	https://fkoehler.site/exponax/
1D Advection Tutorial	https://fkoehler.site/exponax/examples/simple_advection_example_1d/
Solver Showcase 1D	https://fkoehler.site/exponax/examples/solver_showcase_1d/
2D	https://fkoehler.site/exponax/examples/solver_showcase_2d/
3D	https://fkoehler.site/exponax/examples/solver_showcase_3d/
Creating Your Own Solvers	https://fkoehler.site/exponax/examples/creating_your_own_solvers_1d/
Training a Neural Operator	https://fkoehler.site/exponax/examples/learning_burgers_autoregressive_neural_operator/
Stepper Overview	https://fkoehler.site/exponax/api/stepper/overview/
Performance Hints	https://fkoehler.site/exponax/examples/performance_hints/
	https://github.com/Ceyron/exponax#background
doi:10.1006/jcph.2002.6995	https://doi.org/10.1006/jcph.2002.6995
doi:10.1137/S1064827502410633	https://doi.org/10.1137/S1064827502410633
doi:10.1016/j.matcom.2020.06.008	https://doi.org/10.1016/j.matcom.2020.06.008
	https://github.com/Ceyron/exponax#related--motivation
spinX	https://www.chebfun.org/docs/guide/guide19.html
ChebFun	https://www.chebfun.org/
DeepHiddenPhysics	https://github.com/maziarraissi/DeepHPMs/tree/7b579dbdcf5be4969ebefd32e65f709a8b20ec44/Matlab
Fourier Neural Operators	https://github.com/neuraloperator/neuraloperator/tree/af93f781d5e013f8ba5c52baa547f2ada304ffb0/data_generation
Dedalus	https://dedalus-project.org/
FourierFlows.jl	https://github.com/FourierFlows/FourierFlows.jl
	https://github.com/Ceyron/exponax#citation
APEBench	https://github.com/tum-pbs/apebench
	https://github.com/Ceyron/exponax#funding
Prof. Thuerey at TUM	https://ge.in.tum.de/
Munich Center for Machine Learning	https://mcml.ai/
	https://github.com/Ceyron/exponax#license
here	https://github.com/Ceyron/exponax/blob/main/LICENSE.txt
fkoehler.site	https://fkoehler.site/
@ceyron	https://github.com/ceyron
@felix_m_koehler	https://twitter.com/felix_m_koehler
Felix Köhler	https://www.linkedin.com/in/felix-koehler
fkoehler.site/exponax/	https://fkoehler.site/exponax/
deep-learning	https://github.com/topics/deep-learning
simulation	https://github.com/topics/simulation
fft	https://github.com/topics/fft
pde	https://github.com/topics/pde
equinox	https://github.com/topics/equinox
spectral-methods	https://github.com/topics/spectral-methods
pde-solver	https://github.com/topics/pde-solver
jax	https://github.com/topics/jax
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etdrk	https://github.com/topics/etdrk
Readme	https://github.com/Ceyron/exponax#readme-ov-file
MIT license	https://github.com/Ceyron/exponax#MIT-1-ov-file
Please reload this page	https://github.com/Ceyron/exponax
Activity	https://github.com/Ceyron/exponax/activity
18 forks	https://github.com/Ceyron/exponax/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FCeyron%2Fexponax&report=Ceyron+%28user%29
Releases 4	https://github.com/Ceyron/exponax/releases
v0.2.0 Latest Feb 20, 2026	https://github.com/Ceyron/exponax/releases/tag/v0.2.0
+ 3 releases	https://github.com/Ceyron/exponax/releases
Packages 0	https://github.com/users/Ceyron/packages?repo_name=exponax
Please reload this page	https://github.com/Ceyron/exponax
Please reload this page	https://github.com/Ceyron/exponax
Contributors	https://github.com/Ceyron/exponax/graphs/contributors
Please reload this page	https://github.com/Ceyron/exponax
Jupyter Notebook 79.6%	https://github.com/Ceyron/exponax/search?l=jupyter-notebook
Python 20.4%	https://github.com/Ceyron/exponax/search?l=python
	https://github.com
Terms	https://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacy	https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Security	https://github.com/security
Status	https://www.githubstatus.com/
Community	https://github.community/
Docs	https://docs.github.com/
Contact	https://support.github.com?tags=dotcom-footer

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URLs of crawlers that visited me.