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1Table of Contents: “...Introduction -- Classic types of surrogate model -- Ensemble of surrogate models -- Multi-fidelity...”
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2by Rehbach, Frederik
Published 2023
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3Published 2016
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4Table of Contents: “...Introduction -- Basics of data-driven surrogate modeling -- Physics-based surrogate modeling...”
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5Published 2017Subjects: “...Surrogate Mothers legislation & jurisprudence...”
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6Published 2012Table of Contents: “... model -- Animal models for prenatal gene therapy: The nonhuman primate model -- Choice of surrogate...”
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7Table of Contents: “... Methods -- Refinement of Automatic Metadata -- Multimedia Surrogates -- End-User Utility for Metadata...”
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8
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9Table of Contents: “... Optimization -- Introduction to Machine Learning -- Data-Driven Surrogate-Assisted Evolutionary Optimization...”
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10by Koziel, SlawomirTable of Contents: “...1. Introduction -- 2. Antenna Design Using Electromagnetic Simulations -- 3. Surrogate-Based...”
Published 2014
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11by Rossum, Joost van, Rossum, Joost van, Rossum, Joost van, Baccaro, Regis, Baccaro, Regis, Baccaro, R��gisTable of Contents: “...Creating Surrogate Keys --...”
Published 2015
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12by Koziel, SlawomirTable of Contents: “...Surrogate-based and One-shot Optimization Methods for PDE-constrained Problems with an Application...”
Published 2014
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13by Zheng, DanqingTable of Contents: “...Introduction -- Sulfur Dioxide Surrogates -- Sulfur Dioxide Insertion Reactions -- Conclusions...”
Published 2017
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14Published 2020Table of Contents: “... Metamodels -- Towards Better Integration of Surrogate Models and Optimizers -- Surrogate-Assisted...”
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15Table of Contents: “...1. Computer experiments -- 2. Surrogate models -- 3. Unconstrained optimization -- 4. Constrained...”
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16by Audet, CharlesTable of Contents: “... Surrogates and Models -- Biobjective Optimization -- Part V: Final Remarks on DFO/BBO -- Part VI: Appendix...”
Published 2017
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17Published 2019Table of Contents: “...-efficient Sensitivity Analysis with Surrogate Modeling -- Application of Polynomial Chaos Expansions...”
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18Published 2017Table of Contents: “...; Acute Versus Chronic Illness; Polypharmacy; Dementia; Surrogate Decision-Maker; Social Implications...”
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19Table of Contents: “... Learning -- 3. The Surrogate Model -- 4. The Acquisition Function -- 5. Exotic BO -- 6. Software Resources...”
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20Table of Contents: “... and Reduced Order Surrogate Models -- 6-Deep Learning for Regression and Classification -- 7-System and Design...”
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