pde
Here are 355 public repositories matching this topic...
A library for scientific machine learning and physics-informed learning
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Jun 9, 2024 - Python
Learning in infinite dimension with neural operators.
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Jun 11, 2024 - Python
Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation
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Jun 12, 2024 - Julia
An acausal modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physics-informed machine learning and automated transformations of differential equations
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Jun 13, 2024 - Julia
Tutorials for doing scientific machine learning (SciML) and high-performance differential equation solving with open source software.
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Apr 29, 2024 - CSS
A framework for hydrodynamics explorations and prototyping
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May 29, 2024 - Jupyter Notebook
The lightweight Base library for shared types and functionality for defining differential equation and scientific machine learning (SciML) problems
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Jun 9, 2024 - Julia
Castro (Compressible Astrophysics): An adaptive mesh, astrophysical compressible (radiation-, magneto-) hydrodynamics simulation code for massively parallel CPU and GPU architectures.
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Jun 13, 2024 - C++
PyClaw is a Python-based interface to the algorithms of Clawpack and SharpClaw. It also contains the PetClaw package, which adds parallelism through PETSc.
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May 23, 2024 - Fortran
BOUT++: Plasma fluid finite-difference simulation code in curvilinear coordinate systems
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Jun 11, 2024 - C++
Source code for APDE: Create and run Processing sketches on an Android device.
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Mar 16, 2023 - Java
Scientific machine learning (SciML) benchmarks, AI for science, and (differential) equation solvers. Covers Julia, Python (PyTorch, Jax), MATLAB, R
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Jun 12, 2024 - MATLAB
FEATool - "Physics Simulation Made Easy" (Fully Integrated FEA, FEniCS, OpenFOAM, SU2 Solver GUI & Multi-Physics Simulation Platform)
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Mar 15, 2024 - MATLAB
Linear operators for discretizations of differential equations and scientific machine learning (SciML)
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Jun 15, 2023 - Julia
Simple one-dimensional examples of various hydrodynamics techniques
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May 5, 2021 - Jupyter Notebook
TCAD Semiconductor Device Simulator
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Jun 9, 2024 - C++
Python package for numerical derivatives and partial differential equations in any number of dimensions.
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Dec 9, 2023 - Python
Physics-Informed Neural networks for Advanced modeling
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Jun 11, 2024 - Python
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