ARTICLE
|
doi:10.20944/preprints202104.0762.v3
Subject:
Engineering,
Mechanical Engineering
Keywords:
uncertainty quantification; sensitivity analysis; surrogate model method; optimisation; graph neural network; parameterisation
Online: 24 January 2022 (10:39:52 CET)
ARTICLE
|
doi:10.20944/preprints202310.0372.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
machine learning; online algorithms; cyber-physical production systems; surrogate based optimization
Online: 7 October 2023 (04:57:38 CEST)
ARTICLE
|
doi:10.20944/preprints202308.1376.v1
Subject:
Engineering,
Architecture, Building And Construction
Keywords:
air supply optimization; double-objective optimization; surrogate-based optimization; Kriging model; genetic algorithm
Online: 21 August 2023 (03:23:07 CEST)
ARTICLE
|
doi:10.20944/preprints202401.2062.v1
Subject:
Engineering,
Civil Engineering
Keywords:
Surrogate Model; Multiple Linear Regression; Energy Efficiency; Machine Learning; Energy use Intensity; Building Energy; Data Generation.
Online: 30 January 2024 (04:07:08 CET)
ARTICLE
|
doi:10.20944/preprints202105.0312.v1
Subject:
Engineering,
Automotive Engineering
Keywords:
High-strength low-alloy steel; manufacturing process optimization; surrogate model; firefly algorithm; VGG model
Online: 13 May 2021 (16:05:33 CEST)
REVIEW
|
doi:10.20944/preprints202209.0455.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
systems biology; machine learning; surrogate model
Online: 29 September 2022 (07:17:28 CEST)
ARTICLE
|
doi:10.20944/preprints201804.0317.v1
Subject:
Environmental And Earth Sciences,
Geophysics And Geology
Keywords:
surrogate model; SVR; simulation-optimization; uncertainty analysis
Online: 24 April 2018 (16:56:02 CEST)
ARTICLE
|
doi:10.20944/preprints201804.0153.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
asymmetrical rotors, synchronous machine design, surrogate optimization.
Online: 11 April 2018 (14:12:01 CEST)
ARTICLE
|
doi:10.20944/preprints202311.1035.v1
Subject:
Medicine And Pharmacology,
Epidemiology And Infectious Diseases
Keywords:
SARS-CoV-2; Omicron; bivalent vaccination; neutralization; assay; surrogate
Online: 15 November 2023 (17:01:16 CET)
ARTICLE
|
doi:10.20944/preprints202305.1490.v1
Subject:
Engineering,
Civil Engineering
Keywords:
Surrogate Model; Convolutional Neural Network; Physics-Informed Neural Networks; Elliptic PDE; FEM
Online: 22 May 2023 (09:48:22 CEST)
REVIEW
|
doi:10.20944/preprints202304.1264.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Multi-fidelity; Variable-complexity; Variable-fidelity; Surrogate models; Optimization; Uncertainty quantification; Review; Survey
Online: 30 April 2023 (05:03:40 CEST)
ARTICLE
|
doi:10.20944/preprints202311.1128.v1
Subject:
Engineering,
Mechanical Engineering
Keywords:
FP cavity; Multi-physics coupling; Finite element method; Data learning; Surrogate model; Evolutionary algorithm
Online: 17 November 2023 (15:31:58 CET)
ARTICLE
|
doi:10.20944/preprints202304.1244.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Surrogate models; Reynolds-averaged Navier-Stokes equations; variable geometry; high Reynolds number; turbulence modeling
Online: 30 April 2023 (03:02:34 CEST)
ARTICLE
|
doi:10.20944/preprints201811.0308.v1
Subject:
Engineering,
Mechanical Engineering
Keywords:
parameter-dependent model; surrogate modeling; tensor-train decomposition; gappy POD; heterogeneous data; elasto-viscoplasticity
Online: 13 November 2018 (10:08:36 CET)
ARTICLE
|
doi:10.20944/preprints202401.0832.v1
Subject:
Medicine And Pharmacology,
Veterinary Medicine
Keywords:
COVID-19; SARS-CoV-2; indirect ELISA; surrogate viral neutralization assay; seroprevalence; correlation; Thai; cat
Online: 10 January 2024 (12:03:28 CET)
ARTICLE
|
doi:10.20944/preprints201811.0479.v1
Subject:
Engineering,
Industrial And Manufacturing Engineering
Keywords:
mixing; CFD-simulation; surrogate-based optimization; compartmental modeling; competing reaction system; optimization; model order reduction
Online: 20 November 2018 (05:07:13 CET)
ARTICLE
|
doi:10.20944/preprints202401.1858.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
surrogate aerosols; indoor air cleaners; ultra-fine particles; COVID-19; test method; field experiments: clean air delivery rate
Online: 25 January 2024 (14:12:31 CET)
ARTICLE
|
doi:10.20944/preprints202203.0411.v1
Subject:
Medicine And Pharmacology,
Immunology And Allergy
Keywords:
COVID-19; SARS-CoV-2; Vaccines; anti-SARS-CoV-2 spike total antibodies; Surrogate viral neutralizing antibody; T-cell immune response; CoronaVac; ChAdOx1; BNT162b2; booster
Online: 31 March 2022 (14:28:11 CEST)