Výsledky vyhľadávania - "surrogate model"

Vapor compression system data-driven surrogate models for aircraft Environmental Control Systems

Autori: Nicolás Ablanque Nasrulloh Loka Santiago Torras a ďalší

Zdroj: UPCommons. Portal del coneixement obert de la UPC
Universitat Politècnica de Catalunya (UPC)
INTERNATIONAL JOURNAL OF REFRIGERATION
International journal of refrigeration 178, 336-346 (2025). doi:10.1016/j.ijrefrig.2025.06.035

Predmety: MACHINE, Environmental control system, Technology and Engineering, Complex system simulation, Vapor compression system, Gaussian Process, Àrees temàtiques de la UPC::Energies::Termoenergètica::Refrigeració, OPTIMIZATION, Data-driven model, Surrogate model, Multi layer perceptron

Popis súboru: application/pdf

Prístupová URL adresa: https://hdl.handle.net/2117/442113
https://doi.org/10.1016/j.ijrefrig.2025.06.035
https://biblio.ugent.be/publication/01K4AB9QMJ35TDNK0HDVTP0QEP
http://hdl.handle.net/1854/LU-01K4AB9QMJ35TDNK0HDVTP0QEP
http://doi.org/10.1016/j.ijrefrig.2025.06.035
https://biblio.ugent.be/publication/01K4AB9QMJ35TDNK0HDVTP0QEP/file/01K4M8KS3B3CHG53M72G5VG830
https://publications.rwth-aachen.de/record/1016593

Multiscale wave-based identification of layer-specific geometric and viscoelastic parameters in heterogeneous multilayer composites using full-field measurements

Autori: Li, Xuefeng Mao, Huina Ichchou, Mohamed a ďalší

Zdroj: Computer Methods in Applied Mechanics and Engineering. 445

Predmety: Inverse problem, Multi-scale identification, Structural parameters estimation, Wave-based finite element model updating, Heterogeneous multilayer composites, Surrogate model optimization

Popis súboru: print

Prístupová URL adresa: https://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-372715
https://doi.org/10.1016/j.cma.2025.118191

Accelerated Non-linear Stability Analysis Based on Predictions From Data-Based Surrogate Models

Autori: Strauss, Anika Kneifl, Jonas Tkachuk, Anton a ďalší

Zdroj: International Journal for Numerical Methods in Engineering. 126(1)

Predmety: bifurcation points, data-based model reduction, limit points, non-linear stability analysis, reanalysis, surrogate model, Maskinteknik, Mechanical Engineering, Materialteknik, Materials Engineering

Popis súboru: electronic

Prístupová URL adresa: https://urn.kb.se/resolve?urn=urn:nbn:se:kau:diva-102745
https://doi.org/10.1002/nme.7649

Coupling of MELCOR with surrogate model for quench estimation of conical debris beds

Autori: Wang, Wanhong Ma, Weimin

Zdroj: Annals of Nuclear Energy. 211

Predmety: Artificial neural network, Debris bed coolability, MELCOR, Severe accident, Surrogate model

Popis súboru: print

Prístupová URL adresa: https://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-354284
https://doi.org/10.1016/j.anucene.2024.110933

Multi-fidelity surrogate modeling of nonlinear dynamic responses in wave energy farms

Autori: Stavropoulou, Charitini Katsidoniotaki, Eirini Faedo, Nicolas a ďalší

Zdroj: Applied Energy. 380

Predmety: Multi-fidelity surrogate model, LSTM neural network, Wave energy farm, Point-absorber, Nonlinear dynamic responses, Real-time monitoring

Popis súboru: electronic

Prístupová URL adresa: https://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-546827
https://doi.org/10.1016/j.apenergy.2024.125011

DeforestVis: Behaviour Analysis of Machine Learning Models with Surrogate Decision Stumps

Autori: Chatzimparmpas, Angelos Martins, Rafeal M. Telea, Alexandru C. a ďalší

Zdroj: eLLIIT – The Linköping – Lund Initiative on IT and Mobile Communication Computer graphics forum (Print). 43(6):1-19

Predmety: surrogate model, model understanding, adaptive boosting, machine learning, visual analytics, visualization

Popis súboru: electronic

Prístupová URL adresa: https://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-201840
https://doi.org/10.1111/cgf.15004

Cloud microphysics training and aerosol inference with the Fiats deep learning library

Autori: Rouson, Damian Bai, Zhe Bonachea, Dan a ďalší

Predmety: aerosols, cloud microphysics, deep learning, Fortran, high-performance computing, neural network, surrogate model, class-fortran (c-lbnl-label)

Prístupová URL adresa: https://escholarship.org/uc/item/3mk94145

A parametric design integrated sampling and general training approach for optimal control oriented surrogate models of light-related quantities

Autori: S. O. Weber S. Subramaniam P. Leistner

Zdroj: Journal of Building Performance Simulation. :1-24

Predmety: Incidence operator method, parametric design integration, surrogate model

Popis súboru: application/pdf

Prístupová URL adresa: https://elib.uni-stuttgart.de/handle/11682/17189
http://nbn-resolving.de/urn:nbn:de:bsz:93-opus-ds-171890
https://doi.org/10.18419/opus-17170

A Bayesian Optimization Approach for Calibrating Large-Scale Activity-Based Transport Models

Autori: Agriesti, Serio Kuzmanovski, Vladimir Hollmén, Jaakko a ďalší

Zdroj: IEEE Open Journal of Intelligent Transportation Systems. 4:740-754

Predmety: Activity-based transport modeling, model calibration, machine learning, Bayesian optimization, surrogate model

Popis súboru: print

Prístupová URL adresa: https://urn.kb.se/resolve?urn=urn:nbn:se:su:diva-223745
https://doi.org/10.1109/OJITS.2023.3321110

A CycleGAN Watermarking Method for Ownership Verification

Autori: Dongdong Lin Benedetta Tondi Bin Li a ďalší

Prispievatelia: Dongdong Lin Benedetta Tondi Bin Li a ďalší

Zdroj: IEEE Transactions on Dependable and Secure Computing. 22:1040-1054

Predmety: CycleGAN, Data models, Decoding, DNN model watermarking, GAN watermarking, Generative adversarial networks, Generators, Intellectual property rights protection, Robustness, surrogate model attack, Training, Watermarking, Generative adversarial networks, Decoding, Data models, Watermarking, Generators, GAN watermarking, CycleGAN, DNN model watermarking, Training, Robustness, Intellectual property rights protection, surrogate model attack

Popis súboru: application/pdf; ELETTRONICO

Prístupová URL adresa: https://ieeexplore.ieee.org/document/10591362
https://doi.org/10.1109/TDSC.2024.3424900
https://hdl.handle.net/11365/1267395

Harmonic Analysis of a Repositioning Plan Optimization Problem

Autori: Desombre, Martin Magnaudet, Baptiste Do, Jean-Michel a ďalší

Prispievatelia: Desombre, Martin Magnaudet, Baptiste Do, Jean-Michel a ďalší

Zdroj: International Conference on Mathematics and Computational Methods Applied to Nuclear Science and Engineering (M&C 2025). :866-875

Predmety: Fuel repositioning, Harmonic analysis, [INFO.INFO-AI] Computer Science [cs]/Artificial Intelligence [cs.AI], Fourier expansion, Symmetric group, Surrogate model

Popis súboru: application/pdf

Prístupová URL adresa: https://ulco.hal.science/hal-05217322v1

Forecasting Process Output Using Machine Learning Surrogates and Digital Twin

Autori: Seppi, Mikko Linnosmaa, Joonas Zeb, Akhtar

Zdroj: Nuclear Plant Instrumentation and Control & Human-Machine Interface Technology (NPIC&HMIT 2025). :434-443

Predmety: Time series forecasting, Deep learning, Physics-informed machine learning, Digital twin, Surrogate model

Prístupová URL adresa: https://cris.vtt.fi/en/publications/c2a4c174-36f0-46ac-99d8-eb10deb9584d
https://doi.org/10.13182/xyz-46675

Surrogate models for numerical simulation of spatial large-scale watershed landscape evolution

Autori: Runzepu HOU Xiankui ZENG Jichun WU

Zdroj: Shuiwen dizhi gongcheng dizhi, Vol 52, Iss 6, Pp 22-32 (2025)

Predmety: landscape evolution, downscaling, machine learning, surrogate model, future climate, svm, Geology, QE1-996.5

Popis súboru: electronic resource

Relation: https://doaj.org/toc/1000-3665

Prístupová URL adresa: https://doaj.org/article/d7ae1f1a36af49029ada28374be44c91

MULTI-OBJECTIVE OPTIMIZATION DESIGN OF MOTOR TRAIN UNIT TRUCK FRAME BASED ON HYBRID ADDITION KRIGING SURROGATE MODEL

Autori: WANG Weiqi SONG Yubo WANG Ying

Zdroj: Jixie qiangdu, Vol 47, Pp 139-147 (2025)

Predmety: Structural lightweight, Truck frame, Kriging surrogate model, Hybrid addition strategy, Mechanical engineering and machinery, TJ1-1570, Materials of engineering and construction. Mechanics of materials, TA401-492

Popis súboru: electronic resource

Relation: http://www.jxqd.net.cn/thesisDetails#10.16579/j.issn.1001.9669.2025.10.016; https://doaj.org/toc/1001-9669

Prístupová URL adresa: https://doaj.org/article/98b120c442344a8ab95622279e09f404

Research on digital twin diagnosis model for the thermal-electric field of high-voltage switchgears

Autori: Feng Ding Yongji Ma Xinjue Li a ďalší

Zdroj: Scientific Reports, Vol 15, Iss 1, Pp 1-16 (2025)

Predmety: High-voltage switchgear, Digital twin, Finite element simulation, Fault diagnosis, Surrogate model, Medicine, Science

Popis súboru: electronic resource

Relation: https://doaj.org/toc/2045-2322

Prístupová URL adresa: https://doaj.org/article/bbfa71e65bbd4d01ae48e739dff794f6

Machine learning-based surrogate models for predicting atmospheric pollutant dispersion

Autori: Hassani Zerrouk, Omar Gallego Piñol, Eva Perales Lorente, José Francisco a ďalší

Predmety: Àrees temàtiques de la UPC::Desenvolupament humà i sostenible::Enginyeria ambiental::Tractament d'emissions i olors, Model reduction, Machine learning, Àrees temàtiques de la UPC::Desenvolupament humà i sostenible::Degradació ambiental::Contaminació atmosfèrica, Àrees temàtiques de la UPC::Ciències de la salut::Impacte ambiental, Environment, Surrogate model, Pollution control

Popis súboru: application/pdf

Prístupová URL adresa: https://hdl.handle.net/2117/442955

Support vector machines in reliability calculations of engineering structures

Autori: Sadílková Šomodíková, Martina Lehký, David

Zdroj: Engineering Materials, Structures, Systems and Methods for a More Sustainable Future ISBN: 9781003677895
Engineering Materials, Structures, Systems and Methods for a More Sustainable Future ISBN: 9781003488644

Predmety: Support vector machines, failure probability, reliability index, reliability analysis, surrogate model

Popis súboru: text; application/pdf

Prístupová URL adresa: https://hdl.handle.net/11012/255574

A Neural Network Surrogate Model for Structural Health Monitoring of Miter Gates in Navigation Locks

Autori: Vega, Manuel Madarshahian, Ramin Todd, Michael D

Zdroj: Model Validation and Uncertainty Quantification, Volume 3 ISBN: 9788743803522

Predmety: Engineering, Artificial neural networks, Finite element, Data Management and Data Science, Information and Computing Sciences, Prevention, Miter gates, Inverse model, Civil Engineering, Surrogate model

Popis súboru: application/pdf

Prístupová URL adresa: https://link.springer.com/chapter/10.1007%2F978-3-030-12075-7_9
https://escholarship.org/uc/item/5tr7w1ss

Data-Driven Material Models for Engineering Materials Subjected to Arbitrary Loading Paths: Influence of the Dimension of the Dataset

Autori: Tasdemir, Burcu Tagarielli, Vito Pellegrino, Antonio a ďalší

Prispievatelia: Tasdemir, Burcu Tagarielli, Vito Pellegrino, Antonio a ďalší

Zdroj: Additive and Advanced Manufacturing, Inverse Problem Methodologies and Machine Learning and Data Science, Volume 4 ISBN: 9788743804208

Predmety: Experimental mechanics, Machine learning, Data-driven, Surrogate model, Constitutive modelling

A surrogate model for estimating rock stress by a hollow inclusion strain cell in a three-layer medium

Autori: Changkun Qin Wusheng Zhao Weizhong Chen a ďalší

Zdroj: International Journal of Mining Science and Technology, Vol 35, Iss 3, Pp 363-381 (2025)

Predmety: Mining engineering. Metallurgy, Stress measurement, TN1-997, Three-layer medium, Numerical simulation, Over-coring stress relief method, Surrogate model

Prístupová URL adresa: https://doaj.org/article/24a3e268af6f4fb4a3a00e53e6b6aec1