Here, we list some additional resources that can come in handy as you integrate NEML2 into your own applications/workflows.
Syntax documentation is a catalog for all available objects that can be created using input files, including tensors, models, solvers, drivers, etc. The documentation of each object provides a brief description, followed by a list of input file options. Each option has a short description right next to it, and can be expanded to show additional details. We recommend browsing this catalog before implementing custom models to avoid re-inventing the wheels.
Physics documentation contains high-level overviews of each specific physics. For example, the Solid Mechanics physics documentation provides an overview of available building blocks for solid materials, as well as material models that can be composed using these building blocks, covering a wide variety of elasticity and plasticity models.
pyzag is a library for efficiently training generic models defined with a recursive nonlinear function. Although the basics of model calibration was introduced in this tutorial, we still highly recommend interested users to checkout pyzag which performs model training in a much more efficient fashion. pyzag fully supports NEML2 models. Its full documentation can be found here.
Last but not the least, we'd love to hear your feedback! During NEML2's early and rapid development stage, your feedback will steer the direction of future development.
Questions and general discussions can be posted on the Discussion tab.
Bug reports and feature requests can be submitted at the Issues tab.
To propose changes or contribute back to the NEML2 project, pull requests are always welcome! The Contributing guide is a good place to start.
For collaboration, please contact the lead developers
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