Issues

• OptimizationSophia: a callback returning true does not stop the solve (break only exits the inner data loop)

  SciML/Optimization.jl#1414 · Filter by author ChrisRackauckas-Claude opened on Oct 10, 2026

• OptimizationEnzymeExt: out-of-place cons_vjp/cons_jvp are never generated (gate checks == true instead of === nothing)

  SciML/Optimization.jl#1410 · Filter by author ChrisRackauckas-Claude opened on Oct 10, 2026

• Adaptive-weight scalarization for multi-objective problems (GradientScale, MiniMax, SoftAdapt, ReLoBRaLo)

  SciML/Optimization.jl#1390 · Filter by author ChrisRackauckas-Claude opened on Sep 28, 2026
  1

• Always pass p explicitly to instantiated functions (stale p after reinit!, data iterators silently use the first batch)

  SciML/Optimization.jl#1383 · Filter by author SebastianM-C opened on Sep 26, 2026
  1

• OptimizationBase QA: JET reports _prep_grad undefined after the supplied-gradient change

  SciML/Optimization.jl#1296 · Filter by author ChrisRackauckas-Claude opened on Aug 11, 2026

• OptimizationManopt QA misses deprecated Manopt reexport in generated allow-list

  SciML/Optimization.jl#1295 · Filter by author ChrisRackauckas-Claude opened on Aug 11, 2026

• [OptimizationMadNLP] strict Aqua persistent-task QA fails under Julia 1.10 --compiled-modules=no

  SciML/Optimization.jl#1294 · Filter by author ChrisRackauckas-Claude opened on Aug 5, 2026

• Register the version-sync releases (#1287)

  SciML/Optimization.jl#1292 · Filter by author ChrisRackauckas opened on Aug 1, 2026
  47

• SciMLTesting 2.3.0 breaks facade sublibrary QA on inherited reexports

  SciML/Optimization.jl#1278 · Filter by author ChrisRackauckas-Claude opened on Jul 20, 2026

• Public guidance for solver wrappers converting maxiters

  SciML/Optimization.jl#1242 · Filter by author mmikhasenko opened on Jul 5, 2026
  1

• missing_second_order_ad warning fires even when an analytical Hessian is supplied via OptimizationFunction(f; hess = ...)

  SciML/Optimization.jl#1240 · Filter by author gragusa opened on Jul 2, 2026

• Fix sublibrary downgrade-compat floor failures (re-enabled by centralized DowngradeSublibraries)

  SciML/Optimization.jl#1215 · Filter by author ChrisRackauckas-Claude opened on Jun 4, 2026
  1

• Clarify data iterator interface

  SciML/Optimization.jl#1203 · Filter by author SebastianM-C opened on May 7, 2026

• GPU support for AugLag

  SciML/Optimization.jl#1202 · Filter by author SebastianM-C opened on May 7, 2026

• sol.prob on an OptimizationSolution gives OptimizationCache instead of OptimizationProblem

  bug
  SciML/Optimization.jl#1191 · Filter by author jClugstor opened on Apr 24, 2026
  1

• Downgrade sublibrary tests disabled

  SciML/Optimization.jl#1156 · Filter by author ChrisRackauckas-Claude opened on Jan 24, 2026

• Re-enable certification.md tutorial when SymbolicAnalysis.jl supports Symbolics 7

  SciML/Optimization.jl#1147 · Filter by author ChrisRackauckas-Claude opened on Jan 14, 2026

• Re-enable certification tutorial when SymbolicAnalysis supports Symbolics 7

  SciML/Optimization.jl#1141 · Filter by author ChrisRackauckas-Claude opened on Jan 12, 2026

• Downgrade Sublibraries CI failing due to upstream compatibility issues

  SciML/Optimization.jl#1138 · Filter by author ChrisRackauckas-Claude opened on Jan 11, 2026
  1

• AutoSymbolics with AmplNLWriter produces NaN results in HS071 test

  SciML/Optimization.jl#1136 · Filter by author ChrisRackauckas-Claude opened on Jan 11, 2026

• ForwardDiff gradient dispatch issue with Float32 ComponentArrays in DiffEqFlux test

  SciML/Optimization.jl#1134 · Filter by author ChrisRackauckas-Claude opened on Jan 11, 2026

• Early stopping errors using LBFGS

  bug
  SciML/Optimization.jl#1130 · Filter by author ayushinav opened on Jan 5, 2026

• Expose CMAEvolutionStrategy sigma0?

  SciML/Optimization.jl#1074 · Filter by author anicusan opened on Oct 23, 2025
  1

• Catch unsupported keyword arguments

  bug
  SciML/Optimization.jl#1051 · Filter by author bertini97 opened on Oct 10, 2025
  1

• Issue with OptimizationManopt initial Hessian

  SciML/Optimization.jl#1036 · Filter by author ChrisRackauckas opened on Oct 2, 2025
  2