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001484827 020__ $$a9781003359593
001484827 020__ $$a1003359590
001484827 020__ $$a9781003821267
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001484827 020__ $$z9781032417530
001484827 020__ $$a9781003821281
001484827 020__ $$a1003821286
001484827 020__ $$z9781032314655
001484827 0247_ $$a10.1201/9781003359593$$2doi
001484827 040__ $$aNhCcYBP$$cNhCcYBP
001484827 050_4 $$aQ180$$b.M47 2024
001484827 08204 $$a507.2$$223/eng/20231218
001484827 24500 $$aMethods and applications of autonomous experimentation /$$cedited by Marcus M. Noack and Daniela Ushizima.
001484827 250__ $$aFirst edition.
001484827 264_1 $$aBoca Raton :$$bCRC Press, Taylor & Francis Group,$$c2024.
001484827 300__ $$a1 online resource (xlii, 402 pages)
001484827 336__ $$atext$$btxt$$2rdacontent
001484827 337__ $$acomputer$$bc$$2rdamedia
001484827 338__ $$aonline resource$$bcr$$2rdacarrier
001484827 4900_ $$aChapman & Hall/CRC computational science series
001484827 504__ $$aIncludes bibliographical references and index.
001484827 5050_ $$aPrefaceContributorsChapter 1 Autonomous Experimentation in PracticeKevin G. YagerChapter 2 A Friendly Mathematical Perspective on Autonomous ExperimentationMarcus M. NoackChapter 3 A Perspective on Machine Learning for Autonomous ExperimentationJoshua Schrier and Alexander J. NorquistChapter 4 Gaussian ProcessesMarcus M. NoackChapter 5 Uncertainty QuantificationMark D. Risser and Marcus M. NoackChapter 6 Surrogate Model Guided OptimizationJuliane MuellerChapter 7 Artificial Neural NetworksDaniela UshizimaChapter 8 NSLS2Philip M. Maffettone, Daniel B. Allan, Andi Barbour, Thomas A. Caswell, Dmitri Gavrilov, Marcus D. Handwell, Thomas Morris, Daniel Olds, Maksim Rakitin, Stuart I. Campbell and Bruce RavelChapter 9 Reinforcement LearningYixuan Sun, Krishnan Raghavan and Prasanna BalaprakashChapter 10 Applications of Autonomous Methods to Synchrotron X-ray Scattering and Diffraction ExperimentsMasafumi Fukuto, Yu-Chen Wiegart, Marcus M. Noack and Kevin G. YagerChapter 11 Autonomous Infrared Absorption SpectroscopyHoi-Ying Holman, Steven Lee, Liang Chen, Petrus H. Zwart and Marcus M. NoackChapter 12 Autonomous Hyperspectral Scanning Tunneling SpectroscopyAntonio Rossi, Darian Smalley, Masahiro Ishigami, Eli Rotenberg, Alexander Weber-Barigoni and John C. ThomasChapter 13 Autonomous Control and Analyses of Fabricated EcosystemsTrent R. Northern, Peter Andeer, Marcus M. Noack, Ptrus H. Zwart and Daniela UshizimaChapter 14 Autonomous Neutron ExperimentsMartin Boehm, David E. Perryman, Alessio De Francesco, Luisa Scaccia, Alessandro Cunsolo, Tobias Weber, Yannick LeGoc and Paolo MuttiChapter 15 Material Discovery in Poorly Explored High-Dimensional Targeted SpacesSuchismita Sarker and Apurva MehtaChapter 16 Autonomous Optical Microscopy for Exploring Nucleation and Growth of DNA CrystalsAaron N. MichelsonChapter 17 Constratined Autonomous Modelin of Metal-Mineral AdsorptionElliot Chang, Linda Beverly and Haruko WainwrightChapter 18 Physics-In-The-LoopAaron Gilad KusneChapter 19 A Closed Loop of Diverse DisciplinesMarucs M. Noack and Kevin G. YagerChapter 20 Analysis of Raw DataMarcus M. Noack and Kevin G. YagerChapter 21 Autonomous Intelligent Decision MakingMarcus M. Noack and Kevin G. YagerChapter 22 Data InfrastructureMarcus M. Noack and Kevin G. YagerBibliographyIndex
001484827 506__ $$aAccess limited to authorized users
001484827 533__ $$aElectronic reproduction.$$bAnn Arbor, MI$$nAvailable via World Wide Web.
001484827 588__ $$aOnline resource; title from PDF title page (Taylor & Francis, viewed December 13. 2023).
001484827 650_0 $$aResearch$$xMethodology.$$0(DLC)sh 85000722
001484827 655_0 $$aElectronic books
001484827 7001_ $$aNoack, Marcus M.,$$eeditor.
001484827 7001_ $$aUshizima, Daniela,$$eeditor.
001484827 7102_ $$aProQuest (Firm)
001484827 852__ $$bebk
001484827 85640 $$3GOBI DDA$$uhttps://univsouthin.idm.oclc.org/login?url=https://ebookcentral.proquest.com/lib/usiricelib-ebooks/detail.action?docID=30951779$$zOnline Access
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001484827 980__ $$aBIB
001484827 980__ $$aEBOOK
001484827 982__ $$aEbook
001484827 983__ $$aOnline