Results 31 to 40 of about 223,298 (311)
Surrogate models for composed simulation models in energy systems
Energy Informatics, 2018 New technologies and methodologies for smart grid applications cannot be tested in the real power grid, since it is a safety-critical infrastructure, therefore simulation and co-simulation is utilized.
Stephan Balduin
doaj +1 more source
Nuclear Fusion, 2023 The computational cost of constructing 3D magnetohydrodynamic (MHD) equilibria is one of the limiting factors in stellarator research and design. Although data-driven approaches have been proposed to provide fast 3D MHD equilibria, the accuracy with ...
Andrea Merlo +5 more
doaj +1 more source
, 2022 Dispersion-repulsion interactions, commonly represented in atomistic force fields by the Lennard-Jones (LJ) potential, play an important role in the accuracy of molecular simulations.
Michael, Shirts, Owen, Madin
core +1 more source
Surrogate Groundwater Models [PDF]
, 2021 The spatially and temporally variable parameters and inputs to complex groundwater models typically result in long runtimes which hinder comprehensive analysis.
Asher, Michael
core +1 more source
Design Science, 2020 The use of decision-making models in the early stages of the development of complex products and technologies is a well-established practice in industry.
Alessandro Bertoni +3 more
doaj +1 more source
GTApprox: Surrogate modeling for industrial design [PDF]
Advances in Engineering Software, 2016 31 pages, 11 ...
Mikhail Belyaev +6 more
openaire +2 more sources
On using surrogates with genetic programming [PDF]
, 2014 One way to accelerate evolutionary algorithms with expensive fitness evaluations is to combine them with surrogate models. Surrogate models are efficiently computable approximations of the fitness function, derived by means of statistical or machine ...
Branke, Jürgen, Hildebrandt, Torsten
core +1 more source
Simulation of the Oxidation and Combustion of Mixed Diesel-Biodiesel Fuel
MATEC Web of Conferences, 2018 A comparative simulation-based research has been set up to obtain valid kinetic models of the oxidation and combustion of biodiesel surrogate and diesel surrogate, as well as mixed diesel-biodiesel surrogates which is used to predict their ignition delay
Muharam Yuswan +2 more
doaj +1 more source
Mathematics, 2023 In recent years, a variety of data-driven evolutionary algorithms (DDEAs) have been proposed to solve time-consuming and computationally intensive optimization problems.
Zongliang Guo +3 more
doaj +1 more source
Surrogate modeling approximation using a mixture of experts based on EM joint estimation [PDF]
, 2010 An automatic method to combine several local surrogate models is presented. This method is intended to build accurate and smooth approximation of discontinuous functions that are to be used in structural optimization problems.
Dimitri Bettebghor +9 more
core +1 more source