Modeling Design And Computational Methods

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Computational Modeling Methods for Neuroscientists

Author : Erik De Schutter
Publisher : National Geographic Books
ISBN 13 : 0262013274
Total Pages : 0 pages
Book Rating : 4.2/5 (62 download)

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Book Synopsis Computational Modeling Methods for Neuroscientists by : Erik De Schutter

Download or read book Computational Modeling Methods for Neuroscientists written by Erik De Schutter and published by National Geographic Books. This book was released on 2009-09-04 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: A guide to computational modeling methods in neuroscience, covering a range of modeling scales from molecular reactions to large neural networks. This book offers an introduction to current methods in computational modeling in neuroscience. The book describes realistic modeling methods at levels of complexity ranging from molecular interactions to large neural networks. A “how to” book rather than an analytical account, it focuses on the presentation of methodological approaches, including the selection of the appropriate method and its potential pitfalls. It is intended for experimental neuroscientists and graduate students who have little formal training in mathematical methods, but it will also be useful for scientists with theoretical backgrounds who want to start using data-driven modeling methods. The mathematics needed are kept to an introductory level; the first chapter explains the mathematical methods the reader needs to master to understand the rest of the book. The chapters are written by scientists who have successfully integrated data-driven modeling with experimental work, so all of the material is accessible to experimentalists. The chapters offer comprehensive coverage with little overlap and extensive cross-references, moving from basic building blocks to more complex applications. Contributors Pablo Achard, Haroon Anwar, Upinder S. Bhalla, Michiel Berends, Nicolas Brunel, Ronald L. Calabrese, Brenda Claiborne, Hugo Cornelis, Erik De Schutter, Alain Destexhe, Bard Ermentrout, Kristen Harris, Sean Hill, John R. Huguenard, William R. Holmes, Gwen Jacobs, Gwendal LeMasson, Henry Markram, Reinoud Maex, Astrid A. Prinz, Imad Riachi, John Rinzel, Arnd Roth, Felix Schürmann, Werner Van Geit, Mark C. W. van Rossum, Stefan Wils

Computational Modeling

Author : Charles S. Taber
Publisher : SAGE
ISBN 13 : 9780803972704
Total Pages : 108 pages
Book Rating : 4.9/5 (727 download)

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Book Synopsis Computational Modeling by : Charles S. Taber

Download or read book Computational Modeling written by Charles S. Taber and published by SAGE. This book was released on 1996-03-21 with total page 108 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this introduction to computational modelling the authors provide a concise description of computational methods, including dynamic simulation, knowledge-based models and machine learning, as a single broad class of research tools.

Computational Methods and Production Engineering

Author : J. Paulo Davim
Publisher : Woodhead Publishing
ISBN 13 : 0857094823
Total Pages : 244 pages
Book Rating : 4.8/5 (57 download)

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Book Synopsis Computational Methods and Production Engineering by : J. Paulo Davim

Download or read book Computational Methods and Production Engineering written by J. Paulo Davim and published by Woodhead Publishing. This book was released on 2017-05-25 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computational Methods and Production Engineering: Research and Development is an original book publishing refereed, high quality articles with a special emphasis on research and development in production engineering and production organization for modern industry. Innovation and the relationship between computational methods and production engineering are presented. Contents include: Finite Element method (FEM) modeling/simulation; Artificial neural networks (ANNs); Genetic algorithms; Evolutionary computation; Fuzzy logic; neuro-fuzzy systems; Particle swarm optimization (PSO); Tabu search and simulation annealing; and optimization techniques for complex systems. As computational methods currently have several applications, including modeling manufacturing processes, monitoring and control, parameters optimization and computer-aided process planning, this book is an ideal resource for practitioners. Presents cutting-edge computational methods for production engineering Explores the relationship between applied computational methods and production engineering Presents new innovations in the field Edited by a key researcher in the field

Biological Modeling and Simulation

Author : Russell Schwartz
Publisher : MIT Press
ISBN 13 : 0262303396
Total Pages : 403 pages
Book Rating : 4.2/5 (623 download)

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Book Synopsis Biological Modeling and Simulation by : Russell Schwartz

Download or read book Biological Modeling and Simulation written by Russell Schwartz and published by MIT Press. This book was released on 2008-07-25 with total page 403 pages. Available in PDF, EPUB and Kindle. Book excerpt: A practice-oriented survey of techniques for computational modeling and simulation suitable for a broad range of biological problems. There are many excellent computational biology resources now available for learning about methods that have been developed to address specific biological systems, but comparatively little attention has been paid to training aspiring computational biologists to handle new and unanticipated problems. This text is intended to fill that gap by teaching students how to reason about developing formal mathematical models of biological systems that are amenable to computational analysis. It collects in one place a selection of broadly useful models, algorithms, and theoretical analysis tools normally found scattered among many other disciplines. It thereby gives the aspiring student a bag of tricks that will serve him or her well in modeling problems drawn from numerous subfields of biology. These techniques are taught from the perspective of what the practitioner needs to know to use them effectively, supplemented with references for further reading on more advanced use of each method covered. The text, which grew out of a class taught at Carnegie Mellon University, covers models for optimization, simulation and sampling, and parameter tuning. These topics provide a general framework for learning how to formulate mathematical models of biological systems, what techniques are available to work with these models, and how to fit the models to particular systems. Their application is illustrated by many examples drawn from a variety of biological disciplines and several extended case studies that show how the methods described have been applied to real problems in biology.

Computational Methods for Engineers

Author : Robert Hayes
Publisher : Library Archives Canada
ISBN 13 : 9780993876479
Total Pages : 386 pages
Book Rating : 4.8/5 (764 download)

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Book Synopsis Computational Methods for Engineers by : Robert Hayes

Download or read book Computational Methods for Engineers written by Robert Hayes and published by Library Archives Canada. This book was released on 2021-07-13 with total page 386 pages. Available in PDF, EPUB and Kindle. Book excerpt: Revolutionary advances in hardware and software technology have made computer aided design and analysis a standard tool in engineering practice. This obviously puts a lot of power in the hands of the end user, in order to use these tools wisely and interpret the results correctly, users are expected to have a sound knowledge of the relationship between the physical world and the mathematical model and that between the mathematical model and the numerical approximation. The text is intended for both senior level undergraduate and first year graduate students without a comprehensive numerical background. Motivation for the text has grown from the authors' need to provide a text which covers both advanced features of numerical methods and specific applications in process and mechanical engineering. An important complement to the text are the MATLAB* algorithms that appear throughout. Soft copies of these algorithms are available at http: //websrv.mece.ualberta.ca/mrflynn/mnhf mfiles/. Students are encouraged to download, run and modify the .m files in question so as to accelerate their understanding of both MATLAB and numerical methods more generally. Also, for students who are new to MATLAB, the material of Appendix A is designed to highlight key features associated with this powerful computational tool

Computational Design Methods and Technologies: Applications in CAD, CAM and CAE Education

Author : Gu, Ning
Publisher : IGI Global
ISBN 13 : 1613501811
Total Pages : 488 pages
Book Rating : 4.6/5 (135 download)

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Book Synopsis Computational Design Methods and Technologies: Applications in CAD, CAM and CAE Education by : Gu, Ning

Download or read book Computational Design Methods and Technologies: Applications in CAD, CAM and CAE Education written by Gu, Ning and published by IGI Global. This book was released on 2012-01-31 with total page 488 pages. Available in PDF, EPUB and Kindle. Book excerpt: The emergence and adoption of computational technologies has significantly changed design and design education beyond the replacement of drawing boards with computers or pens and paper with computer-aided design (CAD), computer-aided manufacturing (CAM), and computer-aided engineering (CAE) applications. Computational Design Methods and Technologies: Applications in CAD, CAM and CAE Education explores state-of-the-art developments in computational design methods and their impact on contemporary design education. Readers will find case studies, empirical research findings, pedagogical theories, and reflections. Researchers, educators, designers, and developers will better understand how applying pedagogical research and reflection has influenced and will continue to transform the field in the future.

Applied Computational Materials Modeling

Author : Guillermo Bozzolo
Publisher : Springer Science & Business Media
ISBN 13 : 0387345655
Total Pages : 502 pages
Book Rating : 4.3/5 (873 download)

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Book Synopsis Applied Computational Materials Modeling by : Guillermo Bozzolo

Download or read book Applied Computational Materials Modeling written by Guillermo Bozzolo and published by Springer Science & Business Media. This book was released on 2007-12-19 with total page 502 pages. Available in PDF, EPUB and Kindle. Book excerpt: The scope of this book is to identify and emphasize the successful link between computational materials modeling as a simulation and design tool and its synergistic application to experimental research and alloy development. The book provides a more balanced perspective of the role that computational modeling can play in every day research and development efforts. Each chapter describes one or more particular computational tool and how they are best used.

Computational Methods for Process Simulation

Author : W. Fred Ramirez
Publisher : Butterworth-Heinemann
ISBN 13 : 0080529690
Total Pages : 473 pages
Book Rating : 4.0/5 (85 download)

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Book Synopsis Computational Methods for Process Simulation by : W. Fred Ramirez

Download or read book Computational Methods for Process Simulation written by W. Fred Ramirez and published by Butterworth-Heinemann. This book was released on 1997-11-20 with total page 473 pages. Available in PDF, EPUB and Kindle. Book excerpt: Process Modelling and simulation have proved to be extremely successful engineering tools for the design and optimisation of physical, chemical and biochemical processes. The use of simulation has expanded rapidly over the last two decades because of the availability of large high-speed computers and indeed has become even more widespread with the rise of the desk-top PC resources now available to nearly every engineer and student. In the chemical industry large, realistic non-linear problems are routinely solved with the aid of computer simulation. This has a number of benefits, including easy assessment of the economic desirability of a project, convenient investigation of the effects of changes to system variables, and finally the introduction of mathematical rigour into the design process and inherent assumptions that may not have been there before. Computational Methods for Process Simulation develops the methods needed for the simulation of real processes to be found in the process industries. It also stresses the engineering fundamentals used in developing process models. Steady state and dynamic systems are considered, for both spatially lumped and spatially distributed problems. It develops analytical and numerical computational techniques for algebraic, ordinary and partial differential equations, and makes use of computer software routines that are widely available. Dedicated software examples are available via the internet. Written for a compulsory course element in the US Includes examples using software used in academia and industry Software available via the Internet

Mathematical and Computational Methods for Modelling, Approximation and Simulation

Author : Domingo Barrera
Publisher : Springer
ISBN 13 : 9783030943417
Total Pages : 0 pages
Book Rating : 4.9/5 (434 download)

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Book Synopsis Mathematical and Computational Methods for Modelling, Approximation and Simulation by : Domingo Barrera

Download or read book Mathematical and Computational Methods for Modelling, Approximation and Simulation written by Domingo Barrera and published by Springer. This book was released on 2023-05-09 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains plenary lectures given at the International Conference on Mathematical and Computational Modeling, Approximation and Simulation, dealing with three very different problems: reduction of Runge and Gibbs phenomena, difficulties arising when studying models that depend on the highly nonlinear behaviour of a system of PDEs, and data fitting with truncated hierarchical B-splines for the adaptive reconstruction of industrial models. The book includes nine contributions, mostly related to quasi-interpolation. This is a topic that continues to register a high level of interest, both for those working in the field of approximation theory and for those interested in its use in a practical context. Two chapters address the construction of quasi-interpolants, and three others focus on the use of quasi-interpolation in solving integral equations. The remaining four concern a problem related to the heat diffusion equation, new results on the notion of convexity in probabilistic metric spaces (which are applied to the study of the existence and uniqueness of the solution of a Volterra equation), the use of smoothing splines to address an economic problem and, finally, the analysis of poverty measures, which is a topic of increased interest to society. The book is addressed to researchers interested in Applied Mathematics, with particular reference to the aforementioned topics.

Modeling, Design, and Computational Methods

Author :
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (118 download)

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Book Synopsis Modeling, Design, and Computational Methods by :

Download or read book Modeling, Design, and Computational Methods written by and published by . This book was released on 1993 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

EMC Analysis Methods and Computational Models

Author : Frederick M. Tesche
Publisher : John Wiley & Sons
ISBN 13 : 9780471155737
Total Pages : 656 pages
Book Rating : 4.1/5 (557 download)

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Book Synopsis EMC Analysis Methods and Computational Models by : Frederick M. Tesche

Download or read book EMC Analysis Methods and Computational Models written by Frederick M. Tesche and published by John Wiley & Sons. This book was released on 1996-12-26 with total page 656 pages. Available in PDF, EPUB and Kindle. Book excerpt: Describes and illustrates various modeling techniques which are applicable to the area of EMC and includes material previously available only in international reports or other hard-to-obtain references. Electromagnetic topology, lumped-parameter circuit models, the radiation process, scalar diffraction theory for apertures, transmission line modeling, and models for shielding are among the topics discussed. The accompanying disk contains four programs based on the models developed in the text and can be used to calculate diverse transmission line responses.

Stochastic Modelling and Analysis

Author :
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (471 download)

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Book Synopsis Stochastic Modelling and Analysis by :

Download or read book Stochastic Modelling and Analysis written by and published by . This book was released on 1988 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Design and Modeling for Computer Experiments

Author : Kai-Tai Fang
Publisher : CRC Press
ISBN 13 : 1420034898
Total Pages : 304 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Design and Modeling for Computer Experiments by : Kai-Tai Fang

Download or read book Design and Modeling for Computer Experiments written by Kai-Tai Fang and published by CRC Press. This book was released on 2005-10-14 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computer simulations based on mathematical models have become ubiquitous across the engineering disciplines and throughout the physical sciences. Successful use of a simulation model, however, requires careful interrogation of the model through systematic computer experiments. While specific theoretical/mathematical examinations of computer experim

Analysis and Design of Elastic Beams

Author : Walter D. Pilkey
Publisher : John Wiley & Sons
ISBN 13 : 0471423211
Total Pages : 479 pages
Book Rating : 4.4/5 (714 download)

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Book Synopsis Analysis and Design of Elastic Beams by : Walter D. Pilkey

Download or read book Analysis and Design of Elastic Beams written by Walter D. Pilkey and published by John Wiley & Sons. This book was released on 2002-11-20 with total page 479 pages. Available in PDF, EPUB and Kindle. Book excerpt: State-of-the-art coverage of modern computational methods for the analysis and design of beams Analysis and Design of Elastic Beams presents computer models and applications related to thin-walled beams such as those used in mechanical and aerospace designs, where thin, lightweight structures with high strength are needed. This book will enable readers to compute the cross-sectional properties of individual beams with arbitrary cross-sectional shapes, to apply a general-purpose computer analysis of a complete structure to determine the forces and moments in the individual members, and to use a unified approach for calculating the normal and shear stresses, as well as deflections, for those members' cross sections. In addition, this book augments a solid foundation in the basic structural design theory of beams by: * Providing coverage of thin-wall structure analysis and optimization techniques * Applying computer numerical methods to classical design methods * Developing computational solutions for cross-sectional properties and stresses using finite element analyses Including access to an associated Web site with software for the analysis and design of any cross-sectional shape, Analysis and Design of Elastic Beams: Computational Methods is an essential reference for mechanical, aerospace, and civil engineers and designers working in the automotive, ship, and aerospace industries in product and process design, machine design, structural design, and design optimization, as well as students and researchers in these areas.

Computational Modeling of Biological Systems

Author : Nikolay V Dokholyan
Publisher : Springer Science & Business Media
ISBN 13 : 1461421454
Total Pages : 360 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Computational Modeling of Biological Systems by : Nikolay V Dokholyan

Download or read book Computational Modeling of Biological Systems written by Nikolay V Dokholyan and published by Springer Science & Business Media. This book was released on 2012-02-12 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computational modeling is emerging as a powerful new approach to study and manipulate biological systems. Multiple methods have been developed to model, visualize, and rationally alter systems at various length scales, starting from molecular modeling and design at atomic resolution to cellular pathways modeling and analysis. Higher time and length scale processes, such as molecular evolution, have also greatly benefited from new breeds of computational approaches. This book provides an overview of the established computational methods used for modeling biologically and medically relevant systems.

Performance Modeling and Design of Computer Systems

Author : Mor Harchol-Balter
Publisher : Cambridge University Press
ISBN 13 : 1107027500
Total Pages : 573 pages
Book Rating : 4.1/5 (7 download)

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Book Synopsis Performance Modeling and Design of Computer Systems by : Mor Harchol-Balter

Download or read book Performance Modeling and Design of Computer Systems written by Mor Harchol-Balter and published by Cambridge University Press. This book was released on 2013-02-18 with total page 573 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written with computer scientists and engineers in mind, this book brings queueing theory decisively back to computer science.

Computational Approaches for Aerospace Design

Author : Andy Keane
Publisher : John Wiley & Sons
ISBN 13 : 0470855479
Total Pages : 602 pages
Book Rating : 4.4/5 (78 download)

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Book Synopsis Computational Approaches for Aerospace Design by : Andy Keane

Download or read book Computational Approaches for Aerospace Design written by Andy Keane and published by John Wiley & Sons. This book was released on 2005-08-05 with total page 602 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over the last fifty years, the ability to carry out analysis as a precursor to decision making in engineering design has increased dramatically. In particular, the advent of modern computing systems and the development of advanced numerical methods have made computational modelling a vital tool for producing optimized designs. This text explores how computer-aided analysis has revolutionized aerospace engineering, providing a comprehensive coverage of the latest technologies underpinning advanced computational design. Worked case studies and over 500 references to the primary research literature allow the reader to gain a full understanding of the technology, giving a valuable insight into the world’s most complex engineering systems. Key Features: Includes background information on the history of aerospace design and established optimization, geometrical and mathematical modelling techniques, setting recent engineering developments in a relevant context. Examines the latest methods such as evolutionary and response surface based optimization, adjoint and numerically differentiated sensitivity codes, uncertainty analysis, and concurrent systems integration schemes using grid-based computing. Methods are illustrated with real-world applications of structural statics, dynamics and fluid mechanics to satellite, aircraft and aero-engine design problems. Senior undergraduate and postgraduate engineering students taking courses in aerospace, vehicle and engine design will find this a valuable resource. It will also be useful for practising engineers and researchers working on computational approaches to design.