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Dissertations / Theses on the topic 'Computer experiments'

Author: Grafiati

Published: 4 June 2021

Last updated: 25 July 2025

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1

Kang, Lulu. "Computer and physical experiments: design, modeling, and multivariate interpolation." Diss., Georgia Institute of Technology, 2010. http://hdl.handle.net/1853/34805.

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Many problems in science and engineering are solved through experimental investigations. Because experiments can be costly and time consuming, it is important to efficiently design the experiment so that maximum information about the problem can be obtained. It is also important to devise efficient statistical methods to analyze the experimental data so that none of the information is lost. This thesis makes contributions on several aspects in the field of design and analysis of experiments. It consists of two parts. The first part focuses on physical experiments, and the second part on comput

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2

Quan, Aaron. "Batch Sequencing Methods for Computer Experiments." The Ohio State University, 2014. http://rave.ohiolink.edu/etdc/view?acc_num=osu1401462464.

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3

Schonlau, Matthias. "Computer experiments and global optimization." Thesis, National Library of Canada = Bibliothèque nationale du Canada, 1997. http://www.collectionscanada.ca/obj/s4/f2/dsk3/ftp04/nq22234.pdf.

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4

Clow, Douglas James Menzies. "Computer simulations of laboratory experiments." Thesis, University of York, 1996. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.337650.

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5

Leatherman, Erin Rae. "Optimal predictive designs for experiments that involve computer simulators." The Ohio State University, 2013. http://rave.ohiolink.edu/etdc/view?acc_num=osu1376393067.

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6

Gupta, Abhishek. "Robust design using sequential computer experiments." Thesis, Texas A&M University, 2004. http://hdl.handle.net/1969.1/492.

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Modern engineering design tends to use computer simulations such as Finite Element Analysis (FEA) to replace physical experiments when evaluating a quality response, e.g., the stress level in a phone packaging process. The use of computer models has certain advantages over running physical experiments, such as being cost effective, easy to try out different design alternatives, and having greater impact on product design. However, due to the complexity of FEA codes, it could be computationally expensive to calculate the quality response function over a large number of combinations of design

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7

Draguljic, Danel. "Screening in Physical and Computer Experiments." The Ohio State University, 2010. http://rave.ohiolink.edu/etdc/view?acc_num=osu1275495783.

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8

Orazbayev, Sultan. "Computer testbed for experiments on coordination /." Burnaby B.C. : Simon Fraser University, 2005. http://ir.lib.sfu.ca/handle/1892/2390.

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9

Zhang, Yulei. "Computer Experiments with Both Quantitative and Qualitative Inputs." The Ohio State University, 2014. http://rave.ohiolink.edu/etdc/view?acc_num=osu1408042133.

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10

Qian, Zhiguang. "Computer experiments [electronic resource] : design, modeling and integration /." Diss., Georgia Institute of Technology, 2006. http://hdl.handle.net/1853/11480.

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The use of computer modeling is fast increasing in almost every scientific, engineering and business arena. This dissertation investigates some challenging issues in design, modeling and analysis of computer experiments, which will consist of four major parts. In the first part, a new approach is developed to combine data from approximate and detailed simulations to build a surrogate model based on some stochastic models. In the second part, we propose some Bayesian hierarchical Gaussian process models to integrate data from different types of experiments. The third part concerns the developm

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11

Karuri, Stella. "Integration in Computer Experiments and Bayesian Analysis." Thesis, University of Waterloo, 2005. http://hdl.handle.net/10012/1187.

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Mathematical models are commonly used in science and industry to simulate complex physical processes. These models are implemented by computer codes which are often complex. For this reason, the codes are also expensive in terms of computation time, and this limits the number of simulations in an experiment. The codes are also deterministic, which means that output from a code has no measurement error. <br /><br /> One modelling approach in dealing with deterministic output from computer experiments is to assume that the output is composed of a drift component and systematic

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12

Zhou, Weining. "Analyzing computer simulation experiments using process convolutions /." Diss., Digital Dissertations Database. Restricted to UC campuses, 2006. http://uclibs.org/PID/11984.

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13

Gustafsson, Emelie Anna. "Designs for computer experiments : random versus rational." Thesis, University of British Columbia, 2012. http://hdl.handle.net/2429/42946.

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Computer experiments facilitate, through mathematical modelling, various experiments that would otherwise be very difficult to perform, or even impossible. Computer experiments are employed to emulate situations in areas such as weather modelling, astrophysics, economics and many more. In conducting a computer experiment, we are required to select a design for the initial values x⁽¹⁾, . . . , x(n) of a process, and then emulate the output based on the process and the initial values. The quality of the emulator therefore depends partly on the process and partly on the choice of initial values.

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14

Buck, Robert John. "The design and analysis of computer experiments." Thesis, City University London, 1993. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.357556.

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15

Svenson, Joshua. "Computer Experiments: Multiobjective Optimization and Sensitivity Analysis." The Ohio State University, 2011. http://rave.ohiolink.edu/etdc/view?acc_num=osu1306361734.

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16

Bastos, L. "Validating Gaussian process models in computer experiments." Thesis, University of Sheffield, 2010. http://etheses.whiterose.ac.uk/963/.

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In this thesis we present a methodology for validating Gaussian process models: Gaussian process emulators and simulator discrepancy models. A Gaussian process emulator is a representation of our beliefs about a mathematical model implemented in a computer program known as a simulator. By ``simulator discrepancy'', we mean the difference between a simulator's output and the corresponding physical process. We present a set of diagnostics to validate and assess the adequacy of Gaussian process models. These diagnostics are based on comparisons between real observations and model predictions for

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17

Hung, Ying. "Contributions to computer experiments and binary time series." Diss., Atlanta, Ga. : Georgia Institute of Technology, 2008. http://hdl.handle.net/1853/24707.

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Thesis (Ph.D.)--Industrial and Systems Engineering, Georgia Institute of Technology, 2008.<br>Committee Chair: C. F. Jeff Wu; Committee Co-Chair: Roshan Joseph Vengazhiyil; Committee Member: Kwok L. Tsui; Committee Member: Ming Yuan; Committee Member: Shreyes N. Melkote

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18

Dowling, Deborah Caitlin. "Experiments on theories : the construction of scientific computer simulation /." Connect to thesis, 1998. http://eprints.unimelb.edu.au/archive/00003581.

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19

Sahama, Tony. "Some practical issues in the design and analysis of computer experiments." Thesis, Victoria University, Melbourne, 2003. https://eprints.qut.edu.au/60715/1/Sahama_2003compressed.pdf.

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Deterministic computer simulations of physical experiments are now common techniques in science and engineering. Often, physical experiments are too time consuming, expensive or impossible to conduct. Complex computer models or codes, rather than physical experiments lead to the study of computer experiments, which are used to investigate many scientific phenomena of this nature. A computer experiment consists of a number of runs of the computer code with different input choices. The Design and Analysis of Computer Experiments is a rapidly growing technique in statistical experimental design.

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20

Goncalves, Wagner A. de Lima. "Computer modeling of captive-carry missile simulator experiments." Thesis, Monterey, Calif. : Springfield, Va. : Naval Postgraduate School ; Available from National Technical Information Service, 1998. http://handle.dtic.mil/100.2/ADA356886.

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Thesis (M.S. in Systems Engineering) Naval Postgraduate School, September 1998.<br>"September 1998." Thesis advisor(s): Phillip E. Pace. Includes bibliographical references (p. 293-294). Also available online.

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21

Marin, Ofelia. "Designing computer experiments to estimate integrated response functions." Columbus, Ohio : Ohio State University, 2005. http://rave.ohiolink.edu/etdc/view?acc%5Fnum=osu1135206870.

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22

Zullo, Luca Costantino. "Computer aided design of experiments : an engineering approach." Thesis, Imperial College London, 1991. http://hdl.handle.net/10044/1/8323.

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23

Le, Gratiet Loic. "Multi-fidelity Gaussian process regression for computer experiments." Phd thesis, Université Paris-Diderot - Paris VII, 2013. http://tel.archives-ouvertes.fr/tel-00866770.

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This work is on Gaussian-process based approximation of a code which can be run at different levels of accuracy. The goal is to improve the predictions of a surrogate model of a complex computer code using fast approximations of it. A new formulation of a co-kriging based method has been proposed. In particular this formulation allows for fast implementation and for closed-form expressions for the predictive mean and variance for universal co-kriging in the multi-fidelity framework, which is a breakthrough as it really allows for the practical application of such a method in real cases. Furthe

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24

Tan, Matthias H. Y. "Contributions to quality improvement methodologies and computer experiments." Diss., Georgia Institute of Technology, 2013. http://hdl.handle.net/1853/48936.

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This dissertation presents novel methodologies for five problem areas in modern quality improvement and computer experiments, i.e., selective assembly, robust design with computer experiments, multivariate quality control, model selection for split plot experiments, and construction of minimax designs. Selective assembly has traditionally been used to achieve tight specifications on the clearance of two mating parts. Chapter 1 proposes generalizations of the selective assembly method to assemblies with any number of components and any assembly response function, called generalized selecti

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25

Sun, David. "Optical signal processors: novel computer models and experiments." Thesis, Virginia Tech, 1994. http://hdl.handle.net/10919/42233.

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The concept of incorporating optical fiber delay lines as signal processors is investigated. These signal processors are discrete-time filters implemented using optical fiber delay lines in the form of optical fiber couplers advantages of such a filter include the ability to eliminate the need for electro-optical conversion or at least postpone the conversion to a point where the electronics may be simplified. In addition, these optical signal processors exhibit all the advantages afforded traditional optical fiber systems. Furthermore, these devices allow high-speed signal processing rates gr

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26

Panis, Renato P. "Robust parameter optimization strategies in computer simulation experiments." Diss., This resource online, 1994. http://scholar.lib.vt.edu/theses/available/etd-06062008-164719/.

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27

Sun, Fangfang. "On A-optimal Designs for Discrete Choice Experiments and Sensitivity Analysis for Computer Experiments." The Ohio State University, 2012. http://rave.ohiolink.edu/etdc/view?acc_num=osu1345231162.

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28

Serbinski, Theodore Joseph. "Design of electronic experiments using computer generated virtual instruments." Thesis, Monterey, California. Naval Postgraduate School, 1994. http://hdl.handle.net/10945/28109.

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Approved for public release; distribution unlimited<br>The recent availability of low-cost computer controlled data acquisition systems have made it conceptually possible to replace much of the data recording and data analysis work associated with the classical electronics laboratory experiments required in a typical Electrical Engineering program. This thesis reports the results of a study focused on putting those concepts into practice. It is the first application of student laboratory Virtual Instruments at the school. Specifically, this thesis reports on the practicality of using a standar

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29

Chen, Hao. "Bayesian prediction and inference in analysis of computer experiments." Thesis, University of British Columbia, 2013. http://hdl.handle.net/2429/44887.

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Gaussian Processes (GPs) are commonly used in the analysis of data from a computer experiment. Ideally, the analysis will provide accurate predictions with correct coverage probabilities of credible intervals. A Bayesian method can, in principle, capture all sources of uncertainty and hence give valid inference. Several implementations are available in the literature, differing in choice of priors, etc. In this thesis, we first review three popular Bayesian methods in the analysis of computer experiments. Two prediction criteria are proposed to measure both the prediction accuracy and the pre

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30

Savoie, Troy Brendon. "Human detection of computer simulation mistakes in engineering experiments." Thesis, Massachusetts Institute of Technology, 2010. http://hdl.handle.net/1721.1/61526.

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Thesis (Ph. D.)--Massachusetts Institute of Technology, Dept. of Mechanical Engineering, 2010.<br>This electronic version was submitted by the student author. The certified thesis is available in the Institute Archives and Special Collections.<br>Cataloged from student-submitted PDF version of thesis.<br>Includes bibliographical references (p. 97-104).<br>This thesis investigates the notion that the more complex the experimental plan, the less likely an engineer is to discover a simulation mistake in a computer-based experiment. The author used an in vitro methodology to conduct an experiment

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31

Lehman, Jeffrey S. "Sequential Design of Computer Experiments for Robust Parameter Design." The Ohio State University, 2002. http://rave.ohiolink.edu/etdc/view?acc_num=osu1027963706.

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32

Lehman, Jeffrey Scott. "Sequential design of computer experiments for robust parameter design." The Ohio State University, 2002. http://rave.ohiolink.edu/etdc/view?acc_num=osu1486463321623652.

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33

Zhang, Shen. "Prediction of deterministic functions with applications in computer experiments /." The Ohio State University, 1998. http://rave.ohiolink.edu/etdc/view?acc_num=osu1487951214939115.

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34

Leo, Timothy Patrick 1961. "Computer studies of heat tracer experiments in fractured rock." Thesis, The University of Arizona, 1988. http://hdl.handle.net/10150/191982.

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The computer model PT is used to analyze a three-corehole recirculation heat tracer test conducted in a fractured granitic rock mass near Oracle, Arizona. Results of hydraulic tests and geophysical logs are cross-correlated =o determine the location, orientation and thickness of a high permeability fault zone, in which flow between the potencies during the heat tracer test is believed to occur. A quasi-three-dimensional model of fluid flow and heat transport in the fault zone is used to qualitatively reproduce a steep rise in measured temperature within a monitoring borehole. Computed thermal

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35

Sinclair, David Andrew. "Experiments in motion and correspondence." Thesis, University of Oxford, 1992. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.335846.

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36

Skelley, James P. (James Paul). "Experiments in expression recognition." Thesis, Massachusetts Institute of Technology, 2005. http://hdl.handle.net/1721.1/37063.

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Thesis (M. Eng.)--Massachusetts Institute of Technology, Dept. of Electrical Engineering and Computer Science, 2005.<br>Includes bibliographical references (p. 39-41).<br>Despite the significant effort devoted to methods for expression recognition, suitable training and test databases designed explicitly for expression research have been largely neglected. Additionally, possible techniques for expression recognition within an Man-Machine-Interface (MMI) domain are numerous, but it remains unclear what methods are most effective for expression recognition. In response, this thesis describes the

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37

Josephson, Victor, and Markus Wesslén. "Vehicles: experiments in group behavior." Thesis, KTH, Skolan för elektroteknik och datavetenskap (EECS), 2020. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-280313.

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Braitenberg Vehicles is a concept, often used in robotics, which can be used to generate complex behavior from simple rules. Earlier research on the topic often uses this concept to model or analyze single agent behavior, but in this study, groups of Vehicles interacting with each other were simulated in a two dimensional torus-shaped arena. Some problems with arbitrarily defined base rules for the simulation appeared during the construction of the model. These problems introduced some uncertainties in the results, but in spite of this, different group configurations of Vehicles were studied s

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38

Wang, Yijie Dylan. "Hidden Markov model with application in cell adhesion experiment and Bayesian cubic splines in computer experiments." Diss., Georgia Institute of Technology, 2013. http://hdl.handle.net/1853/49061.

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Estimation of the number of hidden states is challenging in hidden Markov models. Motivated by the analysis of a specific type of cell adhesion experiments, a new frame-work based on hidden Markov model and double penalized order selection is proposed. The order selection procedure is shown to be consistent in estimating the number of states. A modified Expectation-Maximization algorithm is introduced to efficiently estimate parameters in the model. Simulations show that the proposed framework outperforms existing methods. Applications of the proposed methodology to real data demonstrate the

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39

McBurney, D. L. "Experiments with a vitual tree architecture." Thesis, University of East Anglia, 1993. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.334359.

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40

Nesbakken, Anders. "Evaluation of Modern Design Methods for use in Computer Experiments." Thesis, Norges teknisk-naturvitenskapelige universitet, Institutt for matematiske fag, 2011. http://urn.kb.se/resolve?urn=urn:nbn:no:ntnu:diva-12582.

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We have compared the recently developed Multi-level binary replacement (MBR) design method for use in computer experiments, to the Latin hypercube design (LHD) and the Orthogonal array (OA) design. For means of comparison, we have suggested an algorithm for drawing permutations of the MBR design, so as to obtain what we have called a MBR based Latin hypercube design. In our comparison study, the main focus have been the design scores with respect to the root mean squared error (RMSE), Max and alias sum of squares criteria. We found that the MBR design generally performed good with respect to a

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41

Shahsavani, Davood. "Computer experiments designed to explore and approximate complex deterministic models /." Linköping : Linköping University, Deparment of Computer and Information Science, 2008. http://www.bibl.liu.se/liupubl/disp/disp2008/stat9s.pdf.

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42

Lachman, Richard W. 1972. "Animist interface : experiments in mapping character animation to computer interface." Thesis, Massachusetts Institute of Technology, 1997. http://hdl.handle.net/1721.1/61831.

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43

Moon, Hyejung. "Design and Analysis of Computer Experiments for Screening Input Variables." The Ohio State University, 2010. http://rave.ohiolink.edu/etdc/view?acc_num=osu1275422248.

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44

Donley, David Wayne. "Optimal Designs for Computer Experiments for Determining Optimal Operating Conditions /." The Ohio State University, 1996. http://rave.ohiolink.edu/etdc/view?acc_num=osu1487933648649737.

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45

Williams, Brian J. "Sequential design of computer experiments to minimize integrated response functions /." The Ohio State University, 2000. http://rave.ohiolink.edu/etdc/view?acc_num=osu1488203158826046.

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46

Cordova, Claudia Elena Ferreiro. "Structure formation in colloidal rod suspensions : experiments and computer simulations." Thesis, University of Bristol, 2016. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.702444.

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Clay mineral particles have been widely used to prepare colloidal suspensions, certain clay mineral have a rod-like shape. Colloidal suspensions of thin rods are known to show nematic phases, provided that particles are well stabilised against attractive interactions. At low concentrations such suspensions are in the isotropic phase; the nematic phase can be found upon increase of concentration. In addition, isotropic configurations at volume concentrations similar to the ones in the nematic phase can be generated for thin rods. In these systems the particles are trapped in a disordered config

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47

Chapin, Patrick Samuel. "Analysis of experiments to validate computer models with binary output." [Ames, Iowa : Iowa State University], 2009. http://gateway.proquest.com/openurl?url_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:dissertation&res_dat=xri:pqdiss&rft_dat=xri:pqdiss:3389285.

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48

Miyake, Yohei. "Computer Experiments on Electric Antenna Characteristics in Space Plasma Environment." 京都大学 (Kyoto University), 2009. http://hdl.handle.net/2433/77978.

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Kyoto University (京都大学)<br>0048<br>新制・課程博士<br>博士(工学)<br>甲第14623号<br>工博第3091号<br>新制||工||1460(附属図書館)<br>26975<br>UT51-2009-D335<br>京都大学大学院工学研究科電気工学専攻<br>(主査)教授大村善治, 准教授松尾哲司, 准教授酒井道<br>学位規則第4条第1項該当

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49

Zagoraiou, Maroussa <1979&gt. "Esperimenti per modelli parzialmente lineari con applicazione ai computer experiments." Doctoral thesis, Alma Mater Studiorum - Università di Bologna, 2008. http://amsdottorato.unibo.it/668/1/Tesi_Zagoraiou_Maroussa.pdf.

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Zagoraiou, Maroussa <1979&gt. "Esperimenti per modelli parzialmente lineari con applicazione ai computer experiments." Doctoral thesis, Alma Mater Studiorum - Università di Bologna, 2008. http://amsdottorato.unibo.it/668/.

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