Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs)
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Updated
May 29, 2026 - Python
Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs)
A framework for high-performance domain decomposition methods.
Decomposed Optimization Time Integration (DOT) is a domain-decomposed optimization method for fast, reliable simulation of deformation dynamics. DOT efficiently converges with frame-rate time-steps across a wide range of extreme conditions.
Code for training and inferring acoustic wave propagation in 3D
DDC is a discrete domain computation library.
Python Library for rectangular decomposition of 2D binary images. Useful for ARD(Adaptive Rectangular Decomposition) sound simulation. 🐍 📦
bzCompute is a computation graph library with built-in support for domain-decomposition and prallel computation. The library can be used for expressing and executing large number of mathematical and text-processing operations using Data-Flow graphs, (Educational version of tensorflow), written in pure python code with numpy support.
GPU-accelerated rectangular decomposition for sound propagation modeling ⚡ 📦
A Robust Algebraic Domain Decomposition Preconditioner For Sparse Normal Equations
Photoelectrochemical Solar Cell Simulator in 1D
Repository for testing asynchronous schwarz methods.
Domain decomposition learning algorithms for elliptic boundary value problems, with focus on the classical Dirichlet-Neumann and Robin-Robin algorithms.
Fluid flow simulator using MFEM and multiscale space-time sub-domains.
Photoelctrochemical Solar Cell Simulator
This repository implements an Extended Physics-Informed DeepONet (XPIDON) model for simulating autoclave composite curing processes. It features a nonlinear decoder, subdomain-specific input normalization, and an adaptive and automated domain decomposition strategy.
Finite and boundary element methods on Python
Mortar3D.jl is a Julia package to calculate discrete projections between non-conforming finite element mesheds. The resulting "mortar matrices" can be used to tie non-conforming finite element meshes together which are meshed separately to construct bigger models.
GPU-Accelerated Finite Element Structural Analysis and Optimization
Decompose 2D/3D structured meshes between multiple MPI processes in a pencil-like manner
Robin-type Domain Decomposition
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