diff --git a/docs/src/overview.md b/docs/src/overview.md index 4c29d02bc24..eac4eae7fe7 100644 --- a/docs/src/overview.md +++ b/docs/src/overview.md @@ -39,8 +39,7 @@ SciML workflows. | Other Optimization (linear, quadratic, convex, etc.) | [JuMP\*](https://github.com/jump-dev/JuMP.jl) | | [Initial-value problem](https://diffeq.sciml.ai/latest/tutorials/ode_example/#ode_example) | [DifferentialEquations](https://docs.sciml.ai/DiffEqDocs/stable/) | | [Boundary-value problem](https://diffeq.sciml.ai/latest/tutorials/bvp_example/#Boundary-Value-Problems) | [DifferentialEquations](https://docs.sciml.ai/DifferenceEquations/stable/) | -| Continuous-Time Markov Chains (Poisson Jumps), Jump Diffusions | [JumpProcesses](https://docs.sciml.ai/JumpProcesses/stable/) | -| Finite differences | [FiniteDifferences\*](https://juliadiff.org/FiniteDifferences.jl/latest/), [FiniteDiff\*](https://github.com/JuliaDiff/FiniteDiff.jl) | +| Continuous-Time Markov Chains (Poisson Jumps), Jump Diffusions | [JumpProcesses](https://docs.sciml.ai/JumpProcesses/stable/) | | | Automatic Differentiation | [ForwardDiff\*](https://github.com/JuliaDiff/ForwardDiff.jl), [Enzyme\*](https://github.com/EnzymeAD/Enzyme.jl), [DiffEqSensitivity](https://docs.sciml.ai/SciMLSensitivity/stable/) | | Bayesian Modeling | [Turing\*](https://turinglang.org/stable/) | | Deep Learning | [Flux\*](https://fluxml.ai/) | @@ -50,7 +49,7 @@ SciML workflows. | Fast Fourier Transform | [FFTW\*](https://github.com/JuliaMath/FFTW.jl) | | Partial Differential Equation Discretizations | Associated Julia packages | | --- | --- | -| Finite Differences | [MethodOfLines](https://docs.sciml.ai/MethodOfLines/stable/) | +| Finite Differences | [MethodOfLines](https://docs.sciml.ai/MethodOfLines/stable/), [FiniteDifferences\*](https://juliadiff.org/FiniteDifferences.jl/latest/), [FiniteDiff\*](https://github.com/JuliaDiff/FiniteDiff.jl) | | Discontinuous Galerkin | [Trixi\*](https://github.com/trixi-framework/Trixi.jl) | | Finite Element | [Gridap\*](https://github.com/gridap/Gridap.jl) | | Physics-Informed Neural Networks | [NeuralPDE](https://docs.sciml.ai/NeuralPDE/stable/) |