31 skills found · Page 1 of 2
SciML / SciMLSensitivity.jlA 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.
kailaix / AdFem.jlInnovative, efficient, and computational-graph-based finite element simulator for inverse modeling
juntang-zhuang / Torch ACArepo for paper: Adaptive Checkpoint Adjoint (ACA) method for gradient estimation in neural ODE
OrchardLANL / DPFEHM.jlDPFEHM: A Differentiable Subsurface Flow Simulator
SciML / SciMLWorkshop.jlWorkshop materials for training in scientific computing and scientific machine learning
sagarpgs / FWISIMATFull-waveform inversion in acoustic isotropic media using adjoint state method
twhughes / Adjoint WorkshopGentle introduction and demo of the adjoint variable method for electromagnetic inverse design
jessecaps / JCODEHigh-order multiphase/multi-physics flow solver
xumi1993 / SurfATT IsoSurface wave Adjoint Travel-time Tomography
nahmed215 / AvoinversionAdjoint-state based AVO Inversion Method
smhooten / TMatrixOptAn electromagnetic solver capable of simulating and optimizing 1D (thin-layer) structures via the semi-analytical transfer matrix method. For example, one can simulate and optimize broadband distributed Bragg reflectors, anti-reflection coatings, optical bandpass filters, and photovoltaic devices.
tksmatsubara / Symplectic Adjoint MethodCode for "Symplectic Adjoint Method for Exact Gradient of Neural ODE with Minimal Memory," NeurIPS, 2021.
caiyunapp / LeibnizLeibniz is a python package which provide facilities to express learnable partial differential equations with PyTorch
GinvLab / EikonalSolvers.jlTraveltime computations by solving the eikonal equation in 2D and 3D and related gradients for tomography
gmestdagh / Adjoint Elastic RegistrationAn adjoint method for elastic registration from partial surface data
chairmanmao256 / ALDESIA Discrete Adjoint Linear Advection SolverA toy program using Discrete-Adjoint method
GinvLab / SeismicWaves.jlAcoustic and elastic seismic wave propagation and gradients (using the adjoint method).
PANFACTORY / PANSLBM2is a tiny library for topology optimization using Lattice Boltzmann method (LBM).
Barriga-Nunes / GEMM3Dthis program allows not only the simulation of 3D Magnetotelluric responses, circular loop and electromagnetic dipoles using the Vector Finite Elements for both real and complex conductivity as well as the calculation of the sensitivity matrix by the Adjoint States Method.
submagr / Stan Math Adjoint MethodAdjoint Method Wrapper for Stan Math Integrators
