• # hess_pat

• Referenced in 8 articles [sw11167]
• vector version for evaluating second order adjoints is analysed. New drivers of ADOL ... algorithms. Runtime analyses are given for some problems of the CUTE collection...
• # URANS

• Referenced in 3 articles [sw06436]
• flows. This adjoint solver is to be employed in active flow control problems to enhance ... black-box fashion then the resulting adjoint URANS solver will have prohibitively expensive memory requirements...
• # TWOTRAN

• Referenced in 2 articles [sw31911]
• dimensional Boltzmann equation for particle transport problems in x-y, r-z and r-theta ... adjoint, homogeneous (keff or parametric eigenvalue searches) or inhomogeneous time-independent problems are solved subject...

• Referenced in 24 articles [sw25330]
• means for rapid prototyping and experimentation for problems in reservoir simulation. The article outlines ... pressure-residual (CPR) type preconditioning, sensitivities and adjoint-based gradients. Technically, MRST–AD combines three...
• # FEINS

• Referenced in 5 articles [sw06366]
• features is the design for shape optimisation problems. To enable efficient shape optimisation it provides ... These gradients are computed by the discrete adjoint technique to achieve computational cost independent...
• # ALIF

• Referenced in 2 articles [sw26214]
• Earth System, because it can generate adjoint code which permits efficient calculation of gradients that ... essential to sensitivity studies, inverse problems, parameter estimation and data assimilation. Most source-to-source ... source-to-source AD to produce its adjoint code. We present the first running source...
• # pFOSM

• Referenced in 1 article [sw27927]
• aerodynamic robust design based on continuous adjoint and matrix-vector products. This article proposes ... method of moments (MoM), demonstrated in problems governed by laminar flows of incompressible fluids ... objective function of the robust design problem consists of the weighted sum of the mean ... design variables are computed using the continuous adjoint method. Using a first-order...
• # NEWOPT/AIMS

• Referenced in 7 articles [sw02967]
• depending on the demands of the optimization problem. In this paper the software package NEWOPT/AIMS ... provided by the efficient semi-analytical adjoint variable method, automatic differentiation or finite differences...
• # DiffEqFlux

• Referenced in 7 articles [sw27559]
• ability to incorporate DifferentialEquations.jl-defined differential equation problems into a Flux-defined neural network ... equations. We conclude by discussing the various adjoint methods used for backpropogation of the differential...
• # MBSVT

• Referenced in 2 articles [sw27872]
• simulation of multibody systems, with direct and adjoint sensitivity analysis capabilities. The MBSVT software ... project files, and a collection of training problems. The documentation for the library is available...
• # Shift

• Referenced in 4 articles [sw18322]
• variance reduction methods such as the Consistent Adjoint-Driven Importance Sampling methodology, advanced parallel decompositions ... test suite and several Westinghouse $AP1000^{circledR}$ problems presented in this paper. These benchmark results...
• # PDE-NetGen

• Referenced in 1 article [sw37737]
• using Keras. With some knowledge of a problem, PDE-NetGen is a plug-and-play ... variety of issues, including among others adjoint derivation, model calibration, forecasting, data assimilation as well...