adjoint

There are 1 repository under adjoint topic.

• ceviche

  fancompute / ceviche

  :shrimp: Electromagnetic Simulation + Automatic Differentiation

  fdtdfdfdelectromagneticsadjointoptimizationinverse-problems
  Language:Python 320

• SciML / SciMLSensitivity.jl

  A component of the DiffEq ecosystem for enabling sensitivity analysis for scientific machine learning (SciML). Optimize-then-discretize, discretize-then-optimize, adjoint methods, and more for ODEs, SDEs, DDEs, DAEs, etc.

  differentialequationssensitivity-analysisneural-odeadjointbackpropogationneural-sdeodesdedaeddescimlscientific-machine-learninghacktoberfestdifferential-equations
  Language:Julia 316

• mdolab / dafoam

  DAFoam: Discrete Adjoint with OpenFOAM for High-fidelity Multidisciplinary Design Optimization

  design-optimizationadjointcfdopenfoamopen-sourceaerodynamicsheat-transfermdo
  Language:C 191
• TCLB

  CFD-GO / TCLB

  TCLB - Templated MPI+CUDA/CPU Lattice Boltzmann code

  mpimpi-cudalattice-boltzmannrcfdadjoint
  Language:C++ 168

• fancompute / angler

  Frequency-domain photonic simulation and inverse design optimization for linear and nonlinear devices

  optimizationfdfdsimulationelectromagneticinverse-problemsadjoint-sensitivitiesadjointmklsolverfrequency-domainnonlinear-devicesopticsphotonicssensitivity-analysis
  Language:Python 147

• IvanYashchuk / jax-fenics-adjoint

  Differentiable interface to FEniCS/Firedrake for JAX using dolfin-adjoint/pyadjoint

  fenicsjaxadjoint-solversadjointadjoint-sensitivitiesautomatic-differentiation
  Language:Jupyter Notebook 86

• google / ceviche-challenges

  A suite of photonic inverse design challenge problems for topology optimization benchmarking

  adjointelectromagneticsfdfdoptimizationphotonics
  Language:Python 84

• IvanYashchuk / jax-fenics

  Differentiable interface to FEniCS for JAX

  adjointautomatic-differentiationfenicsjax
  Language:Python 48

• SciML / SciMLWorkshop.jl

  Workshop materials for training in scientific computing and scientific machine learning

  workshopscientific-machine-learningscimldifferential-equationsdifferential-equations-solversodeode-solverodeintodesscientific-computingadjointadjoint-methodadjoint-sensitivitiesinverse-problemssde
  Language:Julia 35

• gaelforget / MITgcm.jl

  Julia interface to MITgcm

  adjointadjoint-sensitivitiesbiogeochemistryclimateclimate-modelclimate-scienceecologymodeloceanocean-modellingocean-sciencesparticlesseaicetracerstransport
  Language:Julia 20

• IvanYashchuk / fenics-pymc3

  Differentiable interface to FEniCS for PyMC3

  fenicspymc3adjoint
  Language:Python 20

• tlm-adjoint / tlm_adjoint

  A library for high-level algorithmic differentiation

  algorithmic-differentiationadjointtangent-linearsecond-order-adjoint
  Language:Python 17

• drgHannah / Radon-Transformation

  A Pytorch implementation of the radon operator and filtered backprojection with, except for a constant, adjoint radon operator and backprojection.

  pytorchradon-transformfiltered-back-projectionadjointradon
  Language:Jupyter Notebook 14

• IvanYashchuk / jax-firedrake

  Differentiable interface to Firedrake for JAX

  adjointfiredrakejaxtangenttangent-lineardifferentiable-programmingautomatic-differentiation
  14

• IvanYashchuk / PyFenicsAD.jl

  Automatic differentiation of FEniCS and Firedrake models in Julia

  fenicsfiredrakezygotechain-rulesadjoint
  Language:Julia 12

• ocramz / ad-delcont

  Reverse-mode automatic differentiation with delimited continuations

  adjointautomatic-differentiationbackpropagationgradientmachine-learningoptimization
  Language:Haskell 12

• pyroteus / pyroteus

  Goal-oriented error estimation and mesh adaptation for finite element problems solved using Firedrake

  mesh-adaptationadjointfiredrakemetric-basedpython
  Language:Python 12

• twhughes / PhD_Thesis

  Adjoint-based optimization and inverse design of photonic devices.

  adjointinverse-problemsphotonicselectromagneticsnanophotonicsoptimizationthesisthesis-templatephd-thesis
  Language:TeX 11

• brmather / conduction

  Python package for solving implicit heat conduction

  heat-transferdiffusion-equationpythoninversionadjointthermal-models
  Language:Jupyter Notebook 8

• bgranzow / goal

  Goal Oriented Adaptive Lagrangian Mechanics

  c-plus-plusfinite-elementsadjointerror-estimationadaptation
  Language:C++ 5

• choward1491 / AdjointOptimalControl

  Approximation algorithm to solve Optimal Control problems using the Adjoint Method. Assumes your controller is based on a parametric model. Uses Forward-Backward-Sweep adjoint method.

  adjointalgorithmcalculus-of-variationscontroliterative-methodsoptimal-controloptimization
  Language:C++ 4

• comp-physics / 1D-Shocks-Adjoint

  A shock-capturing adjoint solver for the compressible flow equations

  shock-capturingadjointadjoint-sensitivitieseuler-equationsweno
  Language:Fortran 4

• IvanYashchuk / numpy-fenics-adjoint

  Easy interoperability with Automatic Differentiation libraries through NumPy interface to FEniCS adjoint

  adjointautomatic-differentiationfenicsnumpy
  Language:Python 3

• jholland1 / py_1D_heat

  1D Heat Equation Model Problem for Field Inversion and Machine Learning Demonstration

  fimlinversionadjointadjoint-optimisationmachine-learningmachine-learning-algorithms
  Language:Python 3

• DaniJonesOcean / AdjointAnalysis

  Create animations, plots, and calculate summary statistics for MITgcm adjoint output

  adjointadjoint-sensitivitiesmatlabmitgcm
  Language:MATLAB 2

• ambrad / kfgs

  Compute the gradient of the log likelihood function from a Kalman filter using the adjoint method.

  kalman-filteradjointmatlab
  Language:MATLAB 1

• kubawajs / AdjointGraph-Converter

  Combinatorial algorithms in bioinformatics - Adjoint Graph

  graph-algorithmsgraphadjointbioinformaticsadjoint-graph
  Language:C++ 0

• masyuraC7 / invers-matriks-kofaktor-proyek-kuliah

  Aplikasi berbasis web untuk memenuhi Tugas Akhir Mata Kuliah Aljabar Linier & Matriks. Aplikasi ini dapat menghitung kofaktor matriks menggunakan cara Kofaktor(Adjoint)

  matrikskofaktoradjoint
  Language:PHP 0

• ComputationalPhysiology / pulse_adjoint

  An adjointable cardiac mechanics data assimilator.

  fenicsadjointdolfin-adjointcardiacmechanicsdata-assimilation
  Language:Python