Neural Operator Mixing: Hybrid preconditioner based on a mathematical preconditioner and a preconditioner learned by machine learning.
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Jan 25, 2026 - Jupyter Notebook
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firedrake
Here are 25 public repositories matching this topic...
Demo project for teaching purposes
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Aug 27, 2020 - Python
Demo and simple scripts using Firedrake
scientific-computing numerical-methods finite-element-analysis geosciences finite-element-methods firedrake
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Dec 1, 2021 - Python
viskex - interactive visualization for firedrake and FEniCSx
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Apr 4, 2026 - Jupyter Notebook
Mesh movement methods for finite element problems solved using Firedrake
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Feb 17, 2026 - Python
Mesh adaptation utilities for coastal ocean modelling in Firedrake and Thetis.
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Aug 3, 2021 - Python
Goal-oriented error estimation and mesh adaptation for finite element problems solved using Firedrake
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Dec 5, 2023 - Python
Seismic inversion using a neural network regulariser implemented as an ExternalOperator in Firedrake
machine-learning automatic-differentiation autograd partial-differential-equations domain-specific-language seismic-inversion ufl firedrake dolfin-adjoint neural-network-based-regularizer
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Feb 3, 2023 - Python
The firedrake-ts library provides an interface to PETSc TS for the scalable solution of DAEs arising from the discretization of time-dependent PDEs.
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Dec 27, 2024 - Python
Automatic differentiation of FEniCS and Firedrake models in Julia
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Mar 21, 2021 - Julia
Differentiable interface to Firedrake for JAX
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Feb 28, 2021
Easy interoperability with Automatic Differentiation libraries through NumPy interface to Firedrake and FEniCS
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Nov 12, 2023 - Python
Physics-driven machine learning using PyTorch and Firedrake
machine-learning deep-learning automatic-differentiation pytorch autograd pde differentiable-programming firedrake dolfin-adjoint physics-aware-ml physics-driven-machine-learning
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Jan 31, 2024 - Python
[NeurIPS 2024 Spotlight] Towards Universal Mesh Movement Networks
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Jul 16, 2025 - Python
FEMlium – interactive visualization of finite element simulations on geographic maps with folium
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Apr 5, 2026 - Python
Slides/notes and Jupyter notebook demos for an introductory course of numerical methods for PDEs
notes jupyter-notebook teaching scientific-computing org-mode finite-difference numerical-methods pde lecture-notes finite-element-methods finite-volume-methods pde-solver firedrake
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Apr 17, 2024 - Jupyter Notebook
Finite Element Method for Electrochemical Transport (EchemFEM)
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Jan 14, 2026 - Python
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