All pull requests

Pull requests

• build(deps): bump the all-julia-packages group across 1 directory with 2 updates

  dependenciesjulia
  #1236·dependabot[bot] opened Nov 4, 2026Bot·

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• Fix NNODE tuple parameter estimation error message

  #1233·aaravnambiar opened Oct 19, 2026·3 of 5 tasks·

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• Make the data-collocation tutorial's old-model check portable

  #1231·ChrisRackauckas opened Oct 14, 2026Member·

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• SDEPINN: enforce the initial density on the whole spatial domain

  #1229·prashant290605 opened Oct 13, 2026·

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• Hold Lux layer state fixed in PhysicsInformedNN networks

  #1223·ChrisRackauckas-Claude opened Oct 7, 2026Member·

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• Fix SDEPINN normalization loss quadrature

  #1216·jitendravjh opened Sep 26, 2026Contributor·

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• Handle verbose in NNODE, NNDAE, NNSDE and PINOODE via SciMLLogging

  #1209·RomanSahakyan03 opened Sep 23, 2026·

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• Sampling lifecycle: reproducible PINN init and documented/seeded resample!

  #1204·ChrisRackauckas-Claude opened Sep 23, 2026Member·

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• Rebuild Bayesian PINNs for PDEs on the NeuralPDE 7 Systems pipeline

  #1201·ChrisRackauckas-Claude opened Sep 23, 2026Member·

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• General arguments of dependent variables (u(2x), u(t, x+1))

  #1193·ChrisRackauckas-Claude opened Sep 23, 2026Member·

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• Reactant nnode batching

  #1167·RomanSahakyan03 opened Sep 13, 2026·5 tasks done·

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• Support CUDA residuals with QuadratureTraining

  #1158·ChrisRackauckas-Claude opened Sep 8, 2026Member·

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• Fix default verbosity in NNODE and NNSDE

  #1108·ChrisRackauckas-Claude opened Aug 9, 2026Member·

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• Add CUDA Enzyme reverse-mode AD regression test

  #1063·ChrisRackauckas-Claude opened May 13, 2026Member·3 tasks·

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• WIP: update ode and dae solvers to use reactant

  #967·sonvijain opened Aug 7, 2025·5 tasks·

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• WIP: Poisson and Brusselator PINN w Lux & Reactant & Symbolic Poisson PINN

  #958·sonvijain opened Jul 3, 2025·5 tasks·

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• Updated the closures with @closure to avoid boxing

  #924·Arushi-Gupta13 opened Feb 24, 2025·

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• Added GPU Support

  #923·Arushi-Gupta13 opened Feb 6, 2025·

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• Make the PDESystem tutorial materialization simpler, without reshape

  #895·asinghvi17 opened Oct 1, 2024Contributor·5 tasks·

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• Physics Informed Point Net

  #875·ka-bear opened Jul 10, 2024·5 tasks done·

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• Add Deep ritz to NeuralPDE.jl

  #857·ayushinav opened May 17, 2024Contributor·5 tasks·

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• Adaptive Reweighting of BPINN Loglikelihood

  #798·AstitvaAggarwal opened Feb 3, 2024Member·5 tasks·

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• Added i) Inverse Dirichlet Adaptive Loss and ii) Neural Tangent Kernel Loss Implementations

  #673·sphinx-tech opened Apr 1, 2023·

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• script to solve linear sde

  #566·hpieper14 opened Jul 3, 2022·

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• [WIP] Allow for setting boundary conditions as constraints

  #559·ChrisRackauckas opened Jun 30, 2022Member·

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