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Update README.md
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junyuan-chen committed Oct 1, 2024
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Expand Up @@ -97,7 +97,6 @@ NonlinearSystems.jl addresses the following limitations that the related package
- Iteration steps are not non-allocating
- No support for nonlinear least squares
- [NonlinearSolve.jl](https://github.com/SciML/NonlinearSolve.jl)
- Trust region solver (`TrustRegion`) does not provide correct answers on test problems (as of version 1.6)
- No rank-1 update of the Jacobian matrix and factorization
- Iteration steps are not non-allocating
- No support for nonlinear least squares
Expand All @@ -110,14 +109,9 @@ NonlinearSystems.jl addresses the following limitations that the related package

## Roadmap

The development of NonlinearSystems.jl is still in an early stage.
At this moment, only trust-region methods are considered and
the linear problem involved in each iteration is only solved by dense matrix factorization.

The following features will be added in future:

- Support for sparse Jacobian matrices
- Support for conducting linear algebra on GPUs
The package is intended to be lightweight.

## References

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