Welcome to MatInverse’s documentation!

MatInverse is a JAX-based GPU-accelerated framework for differentiable multiphysics using the finite-volume method. Application include inverse design and automatic parameter extraction. Currently, we feature a heat conduction solver, with a mechanical solver in development. The framework is designed to be extensible, allowing users to implement their own physics and optimization algorithms.

MatInverse is developed by Giuseppe Romano (romanog@mit.edu). Paper coming soon.

* Under development

** Planned

Getting Started

• Installing MatInverse

Solvers

• Heat Conduction Module

Examples

• Thermal metamaterial (2D)
• Thermal metamaterial (3D)
• Thermal Radiation
• Transient Heat Conduction

API

• fourier