Search Results - professor (challenger OR challenges)
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Challenges in Computational Statistics and Data Mining
Published 2016Full-text access
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Fuzzy Technology Present Applications and Future Challenges /
Published 2016Full-text access
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Machine Learning Control - Taming Nonlinear Dynamics and Turbulence
Published 2017Table of Contents: “…Preface -- 1 Introduction -- 1.1 Feedback in engineering and living systems -- 1.2 Benefits of feedback control -- 1.3 Challenges of feedback control -- 1.4 Feedback turbulence control is a grand challenge problem -- 1.5 Nature teaches us the control design -- 1.6 Outline of the book -- 1.7 Exercises -- 2 Machine learning control (MLC) -- 2.1 Methods of machine learning -- 2.2 MLC with genetic programming -- 2.3 Examples -- 2.4 Exercises -- 2.5 Suggested reading -- 2.6 Interview with Professor Marc Schoenauer -- 3 Methods of linear control theory -- 3.1 Linear systems -- 3.2 Full-state feedback -- Linear quadratic regulator (LQR) -- 3.3 Sensor-based state estimation -- Kalman filtering -- 3.4 Sensor-based feedback -- Linear quadratic Gaussian (LQG) -- 3.5 System Identification and Model Reduction -- 3.6 Exercises -- 3.7 Suggested reading -- 4 Benchmarking MLC against linear control -- 4.1 Comparison of MLC with LQR on a linear oscillator -- 4.2 Comparison of MLC with Kalman filter on a noisy linear oscillator -- 4.3 Comparison of MLC with LQG for sensor-based feedback -- 4.4 Modifications for small nonlinearity -- 4.5 Exercises -- 4.6 Interview with Professor Shervin Bagheri -- 5 Taming nonlinear dynamics with MLC -- 5.1 Generalized mean-field system -- 5.2 Machine learning control -- 5.3 Derivation outline for the generalized mean-field model -- 5.4 Alternative control approaches -- 5.5 Exercises -- 5.6 Suggested reading -- 5.7 Interview with Professor Mark N. …”
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Dynamic Systems for Everyone Understanding How Our World Works /
Published 2017Full-text access
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Gender transformation in the academy
Published 2014Table of Contents: “…O'Brien -- Processes and pathways : exploring promotion to full professor at two liberal arts colleges in the United States / Catherine White Berheide, Susan Walzer -- Advancement of mid-career faculty members : perceptions, experiences, and challenges / Maxwell Awando ... …”
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Human-Earth System Dynamics Implications to Civilizations /
Published 2019Full-text access
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