NOVEL PARADIGM FOR APPROXIMATING SYSTEMS USING SURROGATE MODELS

NOVEL PARADIGM FOR APPROXIMATING SYSTEMS USING SURROGATE MODELS

Ph.D

Saved in:

書目詳細資料
主要作者:	SUSHANT SUHAS GARUD
其他作者:	CHEMICAL & BIOMOLECULAR ENGINEERING
格式:	Theses and Dissertations
語言:	English
出版:	2018
主題:	Surrogate Models, Complex systems, Sampling, Knowledge pyramid, Metamodel
在線閱讀:	http://scholarbank.nus.edu.sg/handle/10635/145721
標簽:	添加標簽沒有標簽, 成為第一個標記此記錄!

相似書籍

ZONE-WISE SURROGATE MODELLING FOR THE APPROXIMATION AND OPTIMIZATION OF PROCESS SYSTEMS
由: SRIKAR VENKATARAMAN SRINIVAS
出版: (2023)

DATA-DRIVEN SURROGATE SELECTION AND MODELING TO AID OPTIMIZATION OF COMPLEX SYSTEMS
由: MAAZ AHMAD
出版: (2023)

Sampling Strategies for 3D Partial Shape Matching and Retrieval Using Bag-of-Words Model
由: Wang, Y., et al.
出版: (2014)

SURROGATE MODELING IMPROVEMENT FOR AVIATION EMISSION ESTIMATION
由: RHEA PATRICIA LIEM
出版: (2019)

Model comparison with GenericDiff
由: Xing, Z.
出版: (2013)

DYNAMIC DAYLIGHT-BASED FACADE DESIGN EXPLORATION - A REAL-TIME SYSTEM USING TWEANN BASED SURROGATE MODELLING
由: CHOO THIAN SIONG
出版: (2018)

The accuracy of surrogate decisions in intensive care scenarios
由: Li, L.L.M., et al.
出版: (2014)

CONSEQUENCE MODELLING OF INDUSTRIAL FIRES USING COMPUTATIONAL FLUID DYNAMICS AND SURROGATE MODELLING
由: LOY YOKE YUAN
出版: (2018)

A survey of adaptive sampling for global metamodeling in support of simulation-based complex engineering design
由: Liu, Haitao, et al.
出版: (2020)

Evaluating smart sampling for constructing multidimensional surrogate models
由: Garud, Sushant S., et al.
出版: (2019)

Max-min surrogate-assisted evolutionary algorithm for robust design
由: Ong, Yew-Soon, et al.
出版: (2021)

Max-min surrogate-assisted evolutionary algorithm for robust design
由: Ong, Y.-S., et al.
出版: (2014)

Improving semiparametric estimation by using surrogate data
由: CHEN, Song Xi, et al.
出版: (2008)

Nutritional knowledge, attitudes and feeding styles of mother surrogates in Mandaluyong
由: Corpuz, Maria Fatima Palad
出版: (2012)

Biomimetic synthesis of cyclic peptides using novel thioester surrogates
由: Hemu, Xinya, et al.
出版: (2016)

Computational acceleration of multi-dimensional reactive flow modelling using diesel/biodiesel/jet-fuel surrogate mechanisms via a clustered dynamic adaptive chemistry method
由: Zhou, Dezhi, et al.
出版: (2020)

Combining global and local surrogate models to accelerate evolutionary optimization
由: Zhou, Z., et al.
出版: (2014)

Studying the safety impact of autonomous vehicles using simulation-based surrogate safety measures
由: Morando, Mark Mario, et al.
出版: (2019)

An information-theoretic approach to surrogate-marker evaluation with failure time endpoints
由: Pryseley, A., et al.
出版: (2016)

Two Stage Surrogate Assisted Framework For Box-Constrained Global Optimisation
由: SUSHANT SUHAS GARUD, et al.
出版: (2020)

An adaptive RBF-HDMR modeling approach under limited computational budget
由: Liu, Haitao, et al.
出版: (2020)

Surrogate-based black-box optimisation via domain exploration and smart placement
由: SUSHANT SUHAS GARUD, et al.
出版: (2020)

Island-based evolutionary computation with diverse surrogates and adaptive knowledge transfer for high-dimensional data-driven optimization
由: ZHANG, Xian-Rong, et al.
出版: (2024)

Semiparametric prevalence estimation from a two-phase survey
由: LEUNG, Denis H. Y., et al.
出版: (2009)

An optimization method for formulating model-based jet fuel surrogate by emulating physical, gas phase chemical properties and threshold sooting index (TSI) of real jet fuel under engine relevant conditions
由: Yu, W, et al.
出版: (2020)

Automatic metamodel-driven service component model generation
由: Ding, Xinyang
出版: (2025)

Information Recovery in a Study with Surrogate Endpoints
由: Chen, S.X., et al.
出版: (2014)

Design and analysis of computer experiments for stochastic systems
由: YIN JUN
出版: (2012)

SURROGATE-ASSISTED ALGORITHMS FOR COMPUTATIONALLY EXPENSIVE MULTI- AND MANY-OBJECTIVE GLOBAL OPTIMIZATION PROBLEMS
由: WANG WENYU
出版: (2022)

Evaluating surrogate correlation models and iodinated haloacetic acid formation of iodinated contrast media after LPUV/Cl₂, LPUV/NH₂Cl, and LPUV/H₂O₂
由: Lopez-Prieto, Israel J., et al.
出版: (2022)

Statistical methods for clinical studies in the presence of surrogate end points
由: LEUNG, Denis H. Y.
出版: (2001)

SURROGATE BASED GLOBAL OPTIMIZATION OF COMPUTATIONALLY EXPENSIVE PROBLEMS: ALGORITHM DESIGN, CONVERGENCE ANALYSIS AND APPLICATIONS
由: LIU LIMENG
出版: (2021)

STUDY ON UV DISINFECTION AND THE EFFECT OF UPSTREAM COAGULATION-MF/UF FILTRATION USING VIRAL SURROGATES.
由: GUO HUILING
出版: (2012)

GOPS: efficient RBF surrogate global optimization algorithm with high dimensions and many parallel processors including application to multimodal water quality PDE model calibration
由: Xia, Wei, et al.
出版: (2022)

SIMULATION METAMODELING AND OPTIMIZATION WITH AN ADDITIVE GLOBAL AND LOCAL GAUSSIAN PROCESS MODEL FOR STOCHASTIC SYSTEMS
由: MENG QUN
出版: (2017)

METAMODELING AND OPTIMIZATION WITH GAUSSIAN PROCESS MODELS FOR STOCHASTIC SIMULATIONS
由: WANG SONGHAO
出版: (2020)

Kriging metamodel with modified nugget-effect: The heteroscedastic variance case
由: Yin, J., et al.
出版: (2014)

Information Recovery in a Study with Surrogate Endpoints
由: CHEN, Song Xi, et al.
出版: (2003)

The way you move: The effect of a robot surrogate movement in remote collaboration
由: FEICK, Martin, et al.
出版: (2018)

A systematic comparison of metamodeling techniques for simulation optimization in Decision Support Systems
由: Li, Y.F., et al.
出版: (2014)