diff --git a/.buildkite/pipeline.yml b/.buildkite/pipeline.yml index 7a4e4387a..a83997c38 100644 --- a/.buildkite/pipeline.yml +++ b/.buildkite/pipeline.yml @@ -16,31 +16,6 @@ steps: # Don't run Buildkite if the commit message includes the text [skip tests] if: build.message !~ /\[skip tests\]/ - - label: "{{matrix.group}} v{{matrix.version}}" - matrix: - setup: - version: - - "1" - group: - - "NNODE" - - "NeuralAdapter" - - "IntegroDiff" - env: - BUILDKITE_PLUGIN_JULIA_VERSION: "{{matrix.version}}" - GROUP: "{{matrix.group}}" - plugins: - - JuliaCI/julia#v1 - - JuliaCI/julia-test#v1: - coverage: false - julia_args: "--threads=auto" - agents: - os: "linux" - queue: "juliaecosystem" - arch: "x86_64" - timeout_in_minutes: 680 - # Don't run Buildkite if the commit message includes the text [skip tests] - if: build.message !~ /\[skip tests\]/ - - label: "Documentation" plugins: - JuliaCI/julia#v1: diff --git a/.github/workflows/CI.yml b/.github/workflows/CI.yml index 97b6f7f8f..c11720597 100644 --- a/.github/workflows/CI.yml +++ b/.github/workflows/CI.yml @@ -26,6 +26,9 @@ jobs: - Logging - Forward - DGM + - NNODE + - NeuralAdapter + - IntegroDiff version: - "1" steps: diff --git a/.github/workflows/Downgrade.yml b/.github/workflows/Downgrade.yml index 190d11e1f..631e42015 100644 --- a/.github/workflows/Downgrade.yml +++ b/.github/workflows/Downgrade.yml @@ -26,6 +26,9 @@ jobs: - Logging - Forward - DGM + - NNODE + - NeuralAdapter + - IntegroDiff version: - "1" steps: diff --git a/Project.toml b/Project.toml index d1508cbd1..3541fae00 100644 --- a/Project.toml +++ b/Project.toml @@ -42,7 +42,7 @@ Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f" Adapt = "4" AdvancedHMC = "0.6.1" Aqua = "0.8" -ArrayInterface = "7.8" +ArrayInterface = "7.9" CUDA = "5.2" ChainRulesCore = "1.21" ComponentArrays = "0.15.8" @@ -55,7 +55,7 @@ DomainSets = "0.6, 0.7" Flux = "0.14.11" ForwardDiff = "0.10.36" Functors = "0.4.4" -Integrals = "4" +Integrals = "4.4" LineSearches = "7.2" LinearAlgebra = "1" LogDensityProblems = "2" @@ -63,7 +63,7 @@ Lux = "0.5.22" LuxCUDA = "0.3.2" MCMCChains = "6" MethodOfLines = "0.11" -ModelingToolkit = "9.7" +ModelingToolkit = "9.9" MonteCarloMeasurements = "1.1" Optim = "1.7.8" Optimization = "3.24" @@ -78,8 +78,8 @@ RuntimeGeneratedFunctions = "0.5.12" SafeTestsets = "0.1" SciMLBase = "2.28" Statistics = "1.10" -SymbolicUtils = "1.4" -Symbolics = "5.24" +SymbolicUtils = "1.5" +Symbolics = "5.27.1" Test = "1" UnPack = "1" Zygote = "0.6.69" diff --git a/docs/src/examples/complex.md b/docs/src/examples/complex.md index a44e31e79..a11a4d4d0 100644 --- a/docs/src/examples/complex.md +++ b/docs/src/examples/complex.md @@ -1,6 +1,6 @@ # Complex Equations with PINNs -NeuralPDE supports training PINNs with complex differential equations. This example will demonstrate how to use it for [`NNODE`](@ref). Let us consider a system of [bloch equations](https://en.wikipedia.org/wiki/Bloch_equations). Note [`QuadratureTraining`](@ref) cannot be used with complex equations due to current limitations of computing quadratures. +NeuralPDE supports training PINNs with complex differential equations. This example will demonstrate how to use it for [`NNODE`](@ref). Let us consider a system of [bloch equations](https://en.wikipedia.org/wiki/Bloch_equations) [^1]. Note [`QuadratureTraining`](@ref) cannot be used with complex equations due to current limitations of computing quadratures. As the input to this neural network is time which is real, we need to initialize the parameters of the neural network with complex values for it to output and train with complex values. @@ -95,3 +95,5 @@ plot!(ground_truth.t, imag.(reduce(hcat, ground_truth.u)[4, :])) ``` We can see it is able to learn the real parts of `u1`, `u2` and imaginary parts of `u3`, `u4`. + +[^1]: https://steck.us/alkalidata/