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Statistical Modeling and Simulation for Experimental Design and Machine Learning Applications

Statistical Modeling and Simulation for Experimental Design and Machine Learning Applications PDF Author: Jürgen Pilz
Publisher: Springer Nature
ISBN: 3031400550
Category : Mathematics
Languages : en
Pages : 265

Book Description
This volume presents a selection of articles on statistical modeling and simulation, with a focus on different aspects of statistical estimation and testing problems, the design of experiments, reliability and queueing theory, inventory analysis, and the interplay between statistical inference, machine learning methods and related applications. The refereed contributions originate from the 10th International Workshop on Simulation and Statistics, SimStat 2019, which was held in Salzburg, Austria, September 2–6, 2019, and were either presented at the conference or developed afterwards, relating closely to the topics of the workshop. The book is intended for statisticians and Ph.D. students who seek current developments and applications in the field.

Statistical Modeling and Simulation for Experimental Design and Machine Learning Applications

Statistical Modeling and Simulation for Experimental Design and Machine Learning Applications PDF Author: Jürgen Pilz
Publisher: Springer Nature
ISBN: 3031400550
Category : Mathematics
Languages : en
Pages : 265

Book Description
This volume presents a selection of articles on statistical modeling and simulation, with a focus on different aspects of statistical estimation and testing problems, the design of experiments, reliability and queueing theory, inventory analysis, and the interplay between statistical inference, machine learning methods and related applications. The refereed contributions originate from the 10th International Workshop on Simulation and Statistics, SimStat 2019, which was held in Salzburg, Austria, September 2–6, 2019, and were either presented at the conference or developed afterwards, relating closely to the topics of the workshop. The book is intended for statisticians and Ph.D. students who seek current developments and applications in the field.

Hazardous Materials Emergencies

Hazardous Materials Emergencies PDF Author: John R. Cashman
Publisher: Taylor & Francis
ISBN: 1351441493
Category : Science
Languages : en
Pages : 394

Book Description
This book is mostly structured around first-person interviews with nationally and locally recognized experts who have been in hazardous materials response for a number of years. To aid networking, the addresses and telephone numbers of all persons interviewed are listed at the end of each interview. The central narrative theme of the book has been to detail the actual methods, procedures, techniques, tactics, and "lessons learned" of specific hazardous materials response teams (HMRT) drawn from a number of different categories. The object is to have readers find a ready source to provide knowledge of what a teamed, trained, and equipped HMRT uses for methods, tactics, procedures, tools, vehicles, instruments, equipment, strategies, leak/fire/spill control, prevention, remedial actions, decision making, incidents, containment, or hazards. This book answers many questions for emergency responders that they may need to know tostay alive.

Solidification and Crystallization Processing in Metals and Alloys

Solidification and Crystallization Processing in Metals and Alloys PDF Author: Hasse Fredriksson
Publisher: John Wiley & Sons
ISBN: 1119978327
Category : Technology & Engineering
Languages : en
Pages : 837

Book Description
Solidification and Crystallization Processing in Metals and Alloys Hasse Fredriksson KTH, Royal Institute of Technology, Stockholm, Sweden Ulla Åkerlind University of Stockholm, Sweden Solidification or crystallization occurs when atoms are transformed from the disordered liquid state to the more ordered solid state, and is fundamental to metals processing. Conceived as a companion volume to the earlier works, Materials Processing during Casting (2006) and Physics of Functional Materials (2008), this book analyzes solidification and crystallization processes in depth. Starting from the thermodynamic point of view, it gives a complete description, taking into account kinetics and mass transfer, down to the final structure. Importantly, the book shows the relationship between the theory and the experimental results. Topics covered include: Fundamentals of thermodynamics Properties of interfaces Nucleation Crystal growth - in vapours, liquids and melts Heat transport during solidification processes Solidification structures - faceted, dendritic, eutectic and peritectic Metallic glasses and amorphous alloy melts Solidification and Crystallization Processing in Metals and Alloys features many solved examples in the text, and exercises (with answers) for students. Intended for Masters and PhD students as well as researchers in Materials Science, Engineering, Chemistry and Metallurgy, it is also a valuable resource for engineers in industry.

Physics and Chemistry of Lakes

Physics and Chemistry of Lakes PDF Author: Abraham Lerman
Publisher: Springer Science & Business Media
ISBN: 3642851320
Category : Science
Languages : en
Pages : 345

Book Description
A lake, as a body of water, is in continuous interaction with the rocks and soils in its drainage basin, the atmosphere, and surface and groundwaters. Human industrial and agricultural activities introduce new inputs and processes into lake systems. This volume is a selection of ten contributions dealing with diverse aspects of lake systems, including such subjects as the geological controls of lake basins and their histories, mixing and circulation patterns in lakes, gaseous exchange between the water and atmosphere, and human input to lakes through atmospheric precipitation and surficial runoff. This work was written with a dual goal in mind: to serve as a textbook and to provide professionals with in-depth expositions and discussions of the more important aspects of lake systems.

Air Dispersion Modeling

Air Dispersion Modeling PDF Author: Alex De Visscher
Publisher: John Wiley & Sons
ISBN: 1118723104
Category : Technology & Engineering
Languages : en
Pages : 526

Book Description
A single reference to all aspects of contemporary air dispersion modeling The practice of air dispersion modeling has changed dramatically in recent years, in large part due to new EPA regulations. Current with the EPA's 40 CFR Part 51, this book serves as a complete reference to both the science and contemporary practice of air dispersion modeling. Throughout the book, author Alex De Visscher guides readers through complex calculations, equation by equation, helping them understand precisely how air dispersion models work, including such popular models as the EPA's AERMOD and CALPUFF. Air Dispersion Modeling begins with a primer that enables readers to quickly grasp basic principles by developing their own air dispersion model. Next, the book offers everything readers need to work with air dispersion models and accurately interpret their results, including: Full chapter dedicated to the meteorological basis of air dispersion Examples throughout the book illustrating how theory translates into practice Extensive discussions of Gaussian, Lagrangian, and Eulerian air dispersion modeling Detailed descriptions of the AERMOD and CALPUFF model formulations This book also includes access to a website with Microsoft Excel and MATLAB files that contain examples of air dispersion model calculations. Readers can work with these examples to perform their own calculations. With its comprehensive and up-to-date coverage, Air Dispersion Modeling is recommended for environmental engineers and meteorologists who need to perform and evaluate environmental impact assessments. The book's many examples and step-by-step instructions also make it ideal as a textbook for students in the fields of environmental engineering, meteorology, chemical engineering, and environmental sciences.

High-Entropy Materials

High-Entropy Materials PDF Author: Huimin Xiang
Publisher: John Wiley & Sons
ISBN: 3527837191
Category : Technology & Engineering
Languages : en
Pages : 277

Book Description
High-Entropy Materials Significant update of knowledge in the field of high-entropy materials, including promising new high-entropy ceramics High-Entropy Materials provides information on state-of-the-art development in the field of high-entropy materials, including high-entropy alloys, high-entropy ceramics, and a variety of their applications, covering many core topics to provide a thorough and detailed overview of the subject. The book also thoroughly explores the applications of high-entropy materials in various areas, such as EBC/TBC coating, superhard and wear resistance coating, nuclear energy, batteries, catalysts, thermoelectric, supercapacitors, biocompatible structure, and microelectronics. In High-Entropy Materials, readers can expect to find specific information on: Basics of high entropy materials, structural features and thermodynamics of high-entropy materials, and theoretical design in high-entropy materials Synthesis and processing of high-entropy materials and characterization of high-entropy materials, as well as their mechanical and functional properties Challenges and future directions of high-entropy materials, a relatively new type of material that has been in development only since the early 2000s How high-entropy materials are a horizon-broadening class of materials that can significantly further humanity’s pursuit of progress Focusing on the fundamentals and developments of high-entropy alloys and ceramics as well as on their microstructure and properties for a wide range of applications, High-Entropy Materials is an essential resource on the subject for materials scientists, metallurgists, mechanical engineers, and professionals in the aerospace industries.

Thermodynamics

Thermodynamics PDF Author: Naseem Uddin
Publisher: CRC Press
ISBN: 1040039340
Category : Science
Languages : en
Pages : 538

Book Description
Thermodynamics: Fundamentals and Applications offers a blend of theory and practical applications for a complete understanding of thermodynamics for various engineering applications. Beginning with a basic introduction and principles of thermodynamics, the book advances to more specialized topics like organic Rankine cycle, gas mixtures, equilibria and chemical reactions. Exploring the first law of thermodynamics, different types of energies and their practical applications in engineering devices, the text covers enthalpy, heat transfer and work interactions with a focus on macroscopic and microscopic perspectives. It introduces the second law of thermodynamics and entropy with an in-depth look at Carnot engines and absolute temperature scales. The book includes applied problems that are solved using COOLPROP, Tilmedia and MAPLE-ThermophysicalData packages. The book is intended for senior undergraduate mechanical, aerospace and chemical engineering students taking courses in thermodynamics. Instructors will be able to utilize a Solutions Manual, Figure Slides, and MAPLE codes for their courses.

Department of Transportation and Related Agencies Appropriations for 1993: 1993 budget justifications, Department of Transportation, Coast Guard

Department of Transportation and Related Agencies Appropriations for 1993: 1993 budget justifications, Department of Transportation, Coast Guard PDF Author: United States. Congress. House. Committee on Appropriations. Subcommittee on Department of Transportation and Related Agencies Appropriations
Publisher:
ISBN:
Category : United States
Languages : en
Pages : 1172

Book Description


Department of Transportation and Related Agencies Appropriations for 1993: Department of Transportation: Federal Railroad Administration

Department of Transportation and Related Agencies Appropriations for 1993: Department of Transportation: Federal Railroad Administration PDF Author: United States. Congress. House. Committee on Appropriations. Subcommittee on Department of Transportation and Related Agencies Appropriations
Publisher:
ISBN:
Category : United States
Languages : en
Pages : 970

Book Description


Department of Transportation and Related Agencies Appropriations for 1993

Department of Transportation and Related Agencies Appropriations for 1993 PDF Author: United States. Congress. House. Committee on Appropriations. Subcommittee on Dept. of Transportation and Related Agencies Appropriations
Publisher:
ISBN:
Category : United States
Languages : en
Pages : 1176

Book Description