v3.7.0

NeuralPDE v3.7.0

Diff since v3.6.0

Closed issues:

• Function to pass training parameters to the next solver (#192)

Merged pull requests:

• Function to pass training parameters to the next solver (#244) (@KirillZubov)
• fix PhysicsInformedNN (#246) (@KirillZubov)
• CompatHelper: add new compat entry for "IfElse" at version "0.1" (#247) (@github-actions[bot])

v3.6.0

NeuralPDE v3.6.0

Diff since v3.5.0

Closed issues:

• Error in latest update_doc examples (#235)
• Update to MTK5: some problem with the new Differential syntax (#245)

Merged pull requests:

• fix GPU tests (#228) (@KirillZubov)
• MTK 5 (#238) (@YingboMa)
• Replace gpu tests (#240) (@KirillZubov)
• fix normalizing coefficient (#241) (@KirillZubov)
• Update docs MTK v5 (#242) (@KirillZubov)
• Update quadrature strategy (#243) (@KirillZubov)

v3.5.0

NeuralPDE v3.5.0

Diff since v3.4.0

Closed issues:

• GPU training does not work with at least Flux optimizers (#141)
• Improving derivatives parser (#149)
• Grid training: argument issues (#211)
• stochastic training: argument issues (#212)
• InexactError with StochasticTraining (#230)

Merged pull requests:

• [WIP] GPU pinns (#183) (@KirillZubov)
• Improving derivatives parser (#204) (@KirillZubov)
• Update the PINN manual (#213) (@ChrisRackauckas)
• Grid training: argument issues (#223) (@KirillZubov)
• Stochastic training:argument issues (#224) (@KirillZubov)
• QuasiRandom and Quadratute training: argument issues (#225) (@KirillZubov)
• add buildkite pipeline (#226) (@ChrisRackauckas)
• Update pipeline.yml (#227) (@ChrisRackauckas)
• update doc (#229) (@KirillZubov)
• fix StochasticTraining (#231) (@KirillZubov)
• [WIP] update documentation (#233) (@KirillZubov)

v3.4.0

NeuralPDE v3.4.0

Diff since v3.3.0

Closed issues:

• "Could not find cudnn" on Win 10 (#221)

Merged pull requests:

• CompatHelper: bump compat for "Adapt" to "3.0" (#222) (@github-actions[bot])

v3.3.0

NeuralPDE v3.3.0

Diff since v3.2.0

Closed issues:

• Getting Example 1 to work (#216)

Merged pull requests:

• fixed some problems in 2D poisson equation (#210) (@TeAmP0is0N)
• CompatHelper: bump compat for "Reexport" to "1.0" (#217) (@github-actions[bot])
• CompatHelper: bump compat for "RuntimeGeneratedFunctions" to "0.5" (#219) (@github-actions[bot])

v3.2.0

NeuralPDE v3.2.0

Diff since v3.1.0

Merged pull requests:

• CompatHelper: bump compat for "Zygote" to "0.6" (#208) (@github-actions[bot])

v3.1.0

NeuralPDE v3.1.0

Diff since v3.0.0

Closed issues:

• Support non-uniform dimensionality in dependent variables (#171)
• no method matching GridTraining(; dx=0.1) && MethodError: no method matching StochasticTraining(; number_of_points=20) (#195)
• Collocation points, Initial points, Boundary points, and the activation function (#197)
• Plot Error: (#198)

Merged pull requests:

• Support non-uniform dimensionality in dependent variables (#186) (@KirillZubov)
• Fix docs, comment, and some cleaning the code (#199) (@KirillZubov)
• Fix the Example 2:changed places t,x (#200) (@KirillZubov)

v3.0.0

NeuralPDE v3.0.0

Diff since v2.7.0

Closed issues:

• Investigate physics-informed neural network (PINN) training strategies (#71)
• Error in NNRODE test routine (#123)
• README.md link to stable documentation not working (#139)
• Symbolic Discretization version (#180)
• Approximate a given function (#182)

Merged pull requests:

• Quadrature training strategy (#151) (@KirillZubov)
• MassInstallAction: Install the GitHubActionsCI workflow on this repository (#185) (@christopher-dG)
• move RuntimeGeneratedFunctions.init(@MODULE) in the top (#187) (@KirillZubov)
• Symbolic Discretization Version (#188) (@KirillZubov)
• Quasi random training (#189) (@KirillZubov)
• Fix Poisson example in README (#190) (@vavrines)

v2.7.0

NeuralPDE v2.7.0

Diff since v2.6.0

Closed issues:

• Document / cleanup special theta (θ) parameter. (#172)
• Tutorial not working (#181)

Merged pull requests:

• Remove θ (#174) (@KirillZubov)

v2.6.0

NeuralPDE v2.6.0

Diff since v2.5.0

Closed issues:

• NeuralPDE.NNODE non existing while used in the documentation (#168)
• [IDEA] Please add an installation instruction (#170)

Merged pull requests:

• Documentation changes (#164) (@mkg33)
• CompatHelper: bump compat for "GalacticOptim" to "0.4" (#166) (@github-actions[bot])
• CompatHelper: bump compat for "ModelingToolkit" to "4.0" (#167) (@github-actions[bot])
• MassInstallAction: Install the TagBot workflow on this repository (#169) (@christopher-dG)
• Update README.md (#173) (@mkg33)
• Update Documenter version (#175) (@mkg33)