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Improving the speed for the forward solve of a Universal Differential Equation (UDE)
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18
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548
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February 26, 2026
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ModelingToolkit V11 Library Split and Licensing, Community Feedback Requested
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131
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4315
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February 25, 2026
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Should NonlinearLeastSquaresProblem be used for deep learning?
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11
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261
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February 24, 2026
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Different initial conditions / trajectories when updating parameters with setp+remake vs re-solving steady state (ModelingToolkit ODEProblem)
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2
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50
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February 16, 2026
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Stokes solver as an ODEproblem takes time to initiate
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6
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79
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January 29, 2026
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Adopt the SciML Style Guide for Julia Base and Standard Library?
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10
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709
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January 3, 2026
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RFC: Reverse Communication (ask/tell) adapter for function-style optimizers in Julia?
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1
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135
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December 30, 2025
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Free final time problem formulation using ModelingToolkit and InfiniteOpt
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2
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118
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December 26, 2025
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Stochastic filtration problem
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1
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80
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December 23, 2025
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Correctness Issue in NeuralOperators.jl: Mode truncation in SpectralConv excludes negative low-frequency modes
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2
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202
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December 9, 2025
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Using Neural ODEs to learn a family of ODEs (with Automatic Differentiation)
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13
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313
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December 9, 2025
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Minimum Working Example (MWE) of a SINDy problem showing error
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2
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208
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December 5, 2025
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ForwardDiff with ModelingToolkit: Type conversion error in MTKParameters with DAE systems
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2
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113
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December 1, 2025
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Adaptive barrier method for constrained optimization
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6
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262
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December 1, 2025
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ChainRules error when using Mooncake in Optimization.jl
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0
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89
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November 30, 2025
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Examples of dynamical physical systems with exogenous inputs described by UDEs
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4
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146
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October 31, 2025
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AD of UDEs - how to set it up?
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13
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350
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October 31, 2025
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Memory issues for long SSA simulations with mass action jumps
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1
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40
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October 30, 2025
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Feelers for a possible SciMLCon in January?
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5
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408
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October 23, 2025
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Integrals.jl & Zygote not working on 1.12
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1
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196
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October 16, 2025
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How to implement a FFT based 2D laplacian in SciMLOperators.jl?
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1
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97
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September 30, 2025
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ForwardDiff with Rosenbrock in DifferentialEquations.jl
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2
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105
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September 23, 2025
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SciMLSensitivity fails on GPU?
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5
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100
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September 22, 2025
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Understanding the Lux.jl + ReverseDiff TrackedArray Warning in UDEs
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2
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145
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September 22, 2025
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Something is broken, perhaps NonlinearSolve?
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4
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207
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September 18, 2025
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Is there an abstract interface for parameter/function estimation?
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2
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119
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September 15, 2025
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How to debug ODE model aborting midway on sensitivity computation
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9
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274
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September 15, 2025
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`NeuralPDE.jl`: How to impose Dirichlet boundary conditions as hard constraints?
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1
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134
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September 6, 2025
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ODE solver takes 10x more steps without tstops
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2
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154
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August 19, 2025
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NonlinearSolve.jl: Possible to store solution in-place of initial guess?
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16
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439
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August 19, 2025
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