Mathematical Modelling in Real Life Problems: Case Studies from ECMI-Modelling Weeks, Lindner Ewald, Micheletti Alessandra, Nunes Clбudia
Автор: Strang Gilbert Название: Linear Algebra and Learning from Data ISBN: 0692196382 ISBN-13(EAN): 9780692196380 Издательство: Cambridge Academ Рейтинг: Цена: 9978.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Linear algebra and the foundations of deep learning, together at last! From Professor Gilbert Strang, acclaimed author of Introduction to Linear Algebra, comes Linear Algebra and Learning from Data, the first textbook that teaches linear algebra together with deep learning and neural nets. This readable yet rigorous textbook contains a complete course in the linear algebra and related mathematics that students need to know to get to grips with learning from data. Included are: the four fundamental subspaces, singular value decompositions, special matrices, large matrix computation techniques, compressed sensing, probability and statistics, optimization, the architecture of neural nets, stochastic gradient descent and backpropagation.
Автор: Crockett, Robin (university Of Northampton) Название: A Primer on Fourier Analysis for the Geosciences ISBN: 1316600246 ISBN-13(EAN): 9781316600245 Издательство: Cambridge Academ Рейтинг: Цена: 6019.00 р. Наличие на складе: Поставка под заказ.
Описание: An intuitive introduction to basic Fourier theory, with an emphasis on geoscience applications. Numerous worked examples from R are used to illustrate the theory, making this an ideal practical guide for graduate students and researchers who are using time-series analysis to quantify periodic features in geoscience data.
Автор: Helms, Volkhard Название: Principles of Computational Cell Biology ISBN: 3527333584 ISBN-13(EAN): 9783527333585 Издательство: Wiley Рейтинг: Цена: 11880.00 р. Наличие на складе: Поставка под заказ.
Описание: This successful text, now in its 2nd ed. , provides an ideal introduction into the possibilities of modeling on a cell biology level. It extends the strengths of the first edition even further while keeping faithful to the trusted hands-on concept and keeping math to the minimum.
Inverse Problems in Diffuse Optical Tomography Applications.- 1D Models for Blood Flow in Arteries.- Uncertainty Quantificatio of Chemical Kinetic Reaction Rate Coefficients.- Nuclear Accidents: How Can Mathematicians Help to Save Lives?.- Drug Delivery from Ophthalmic Lenses.- The Zombie Invasion.- Optimal Heating of an Indoor Swimming Pool.- Some Basic Epidemic Models.- Mathematical Model for the Game Management Plan.- Efficient Parameter-Dependent Simulation of Infections in a Population Model.- Optimising a Cascade of Hydro-electric Power Stations.- Networks of Antennas: Power Optimization.
Автор: Magnus Fontes; Michael G?nther; Nicole Marheineke Название: Progress in Industrial Mathematics at ECMI 2012 ISBN: 3319053647 ISBN-13(EAN): 9783319053646 Издательство: Springer Рейтинг: Цена: 23757.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
Preface.- 25 Years of ECMI: A View Back to its Childhood.- Part I Circuits and Electromagnetic Devices: Normal Hyperbolicity of Manifolds of Equilibria in Nonlinear Circuits with Mem-Devices: R. Riaza.- Index Analysis of Branch-Oriented and Hybrid Models of Non-Passive Circuits: I. Garcнa de la Vega et al.- Multiscale Modeling of Heterojunction Organic Photovoltaic Devices: M. Porro et al.- Simulation of Nanoscale Double-GateMOSFETs: C.V. Dario et al.- Coupled Heat-Electromagnetic Simulation of Inductive Charging Stations for Electric Vehicles: C. Kaufmann et al.- Part II Environment: Optimal Location of River Sampling Stations: A Case Study: L.J. Alvarez-Vбzquez et al.- Global Analysis of a Nonlinear Model for Biodegradation of Toxic Compounds in a Wastewater Treatment Process: N. Dimitrova.- Pollutant Transport and its Alleviation in Groundwater Aquifers: A. Ali et al.- Optimal Shape Design of Wastewater Canals in a Thermal Power Station: A. Martнnez et al.- Mathematical Treatment of Environmental Models: Z. Zlatev et al.- Model-Based Assessment of Geophysical Observations: From Numerical Simulations towards Volcano Hazard Forecasting: G. Currenti et al.- Thermal and Rheological Aspects in a Channeled Lava Flow: M. Filippucci et al.- Part III Fibers: On Viscoelastic Fiber Spinning: Die Swell Effect in the 1D Uniaxial UCM Model: M. Lorenz et al.- Numerical Treatment of Non-Stationary Viscous Cosserat Rod in a Two-Dimensional Eulerian Framework: W. Arne et al.- Asymptotic Modeling Framework for Fiber-Flow Interactions in a Two-Way Coupling: T. Martin Cibis et al.- Efficient Simulation of Random Fields for Fiber-Fluid Interactions in Isotropic Turbulence: F. Hьbsch et al.- On Stability of a Concentrated Fiber Suspension Flow: U. Strautins.- Microstructure Simulation of Paper Forming: E. Svenning et al.- Three-Dimensional Fiber Lay-Down in an Industrial Application: J. Maringer et al.-
3d Modeling of Dense Packings of Bended Fibers: H. Altendorf et al.- Part IV Flow: Sinking Bubbles in Stout Beers: C.P. Cummins et al.- Modelling of a Simplified Fluid-Structure Interaction Formulation: J. Niemeyer et al.- Simulation of a Rubber Beam Interacting with a Two-Phase Flow in a Rolling Tank: E. Svenning et al.- Enhanced Water Flow in Carbon Nanotubes and the Navier Slip Condition: T.G. Myers.- Flow Field Numerical Research in a Low-Pressure Centrifugal Compressor with Vaneless Diffuser: A. Frolov et al.- Analysis of Two-Phase Flow in the Gas Diffusion Layer of a Polymer Electrolyte Fuel Cell: A. Gordon et al.- A Criterion for Air-Gap Formation in Vertical Continuous Casting: The Effect of Superheat: M. Vynnycky.- Moulding Contact Lenses: E. Murphy et al.- Large Eddy Simulation of Boundary-Layer Flows over Two-Dimensional Hills: A. Chaudhari et al.- Part V Medicine: A Visual Representation of the Drug Input and Disposition Based on a Bayesian Approach: O. Barriиre et al.- Modelling a Competitive Antibody / Antigen Chemical Reaction that Occurs in the Fluorescence Capillary-Fill Device: M. Rebelo et al.- Model-Based Medical Decision Support for Glucose Balance in ICU Patients: Optimization and Analysis: T. Martin Cibis et al.- Epileptic Seizures Diagnose using Kunchenko's Polynomials Template Matching: O. Chertov et al.- Part VI Robotics and Automotive Industry: Collision-Free Path Planning of Welding Robots: C. Landry et al.- Motion Planning for Mechanical Systems with Hybrid Dynamics: K. Fla kamp et al.- Model Reduction of Contact Problems in Elasticity: Proper Orthogonal Decomposition for Variational Inequalities: J. Krenciszek et al.- Performance of Sensitivity Based NMPC Updates in Automotive Applications: J. Pannek et al.- Novel Updating Mechani
Автор: Corina Drapaca; Siv Sivaloganathan Название: Mathematical Modelling and Biomechanics of the Brain ISBN: 1493998099 ISBN-13(EAN): 9781493998098 Издательство: Springer Рейтинг: Цена: 7622.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This monograph aims to provide a rigorous yet accessible presentation of some fundamental concepts used in modeling brain mechanics and give a glimpse of the insights and advances that have arisen as a result of the nascent interaction of the mathematical and neurosurgical sciences. It begins with some historical perspective and a brief synopsis of the biomedical/biological manifestations of the clinical conditions/diseases considered. Each chapter proceeds with a discussion of the various mathematical models of the problems considered, starting with the simplest models and proceeding to more complex models where necessary. A detailed list of relevant references is provided at the end of each chapter. With the beginning research student in mind, the chapters have been crafted to be as self-contained as possible while addressing different clinical conditions and diseases. The book is intended as a brief introduction to both theoreticians and experimentalists interested in brain mechanics, with directions and guidance for further reading, for those who wish to pursue particular topics in greater depth. It can also be used as a complementary textbook in a graduate level course for neuroscientists and neuroengineers.
Автор: Dingyu Xue Название: Solving Optimization Problems with MATLAB ISBN: 3110663643 ISBN-13(EAN): 9783110663648 Издательство: Walter de Gruyter Цена: 11148.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
This book focuses on solving optimization problems with MATLAB. Descriptions and solutions of nonlinear equations of any form are studied first. Focuses are made on the solutions of various types of optimization problems, including unconstrained and constrained optimizations, mixed integer, multiobjective and dynamic programming problems. Comparative studies and conclusions on intelligent global solvers are also provided.
Автор: Nikolay V. Banichuk, Svetlana Yu. Ivanova Название: Optimal Structural Design: Contact Problems and High-Speed Penetration ISBN: 3110530805 ISBN-13(EAN): 9783110530803 Издательство: Walter de Gruyter Цена: 18586.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
This monograph studies optimization problems for rigid punches in elastic media and for high-speed penetration of rigid strikers into deformed elastoplastic, concrete, and composite media using variational calculations, tools from functional analysis, and stochastic and min-max (guaranteed) optimization approaches with incomplete data. The book presents analytical and numerical results developed by the authors during the last ten years.
Contents Part I: Quasi-statics of contact interaction Optimal contact pressure and optimal punch shape Influence of forces applied outside contact region Shape optimization of punch moving with friction Optimization in contact problems under incomplete data Application of probabilistic data Minimization of material wear Multiobjective optimization of contact pressure, wear of material, and energy dissipation
Part II: High-speed penetration into deformable medium Optimization of impactor shape Strikers of nonaxisymmetric optimal shape Multiobjective optimization of rigid shell Optimization of truncated rotating strikers Penetration into solid medium under strength constraints Some problems of global multipurpose structural optimization Analytical and numerical estimations of optimal parameters of layered slab Striker shape optimization using condition of minimal ballistic limit velocity for layered slabs
Part III: Appendices Nonadditive functionals and extremum conditions Multivariant estimation of functionals and their sensitivity Basic ideas of multicriteria optimization Evolutionary algorithm of global optimization
Автор: Alessandro Di Bucchianico; Robert M.M. Mattheij; M Название: Progress in Industrial Mathematics at ECMI 2004 ISBN: 364206633X ISBN-13(EAN): 9783642066337 Издательство: Springer Рейтинг: Цена: 24456.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: ECMI has a brand name in Industrial Mathematics and organises successful biannual conferences. This time, the conference on Industrial Mathematics held in Eindhoven in June 2004 Mathematics focused on Aerospace, Electronic Industry, Chemical Technology, Life Sciences, Materials, Geophysics, Financial Mathematics and Water flow.
Автор: Michael G?nther; Andreas Bartel; Markus Brunk; Seb Название: Progress in Industrial Mathematics at ECMI 2010 ISBN: 3642427596 ISBN-13(EAN): 9783642427596 Издательство: Springer Рейтинг: Цена: 21661.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: ECMI, the European Consortium for Mathematics in Industry, is the European brand associated with applied mathematics for industry and organizes highly successful biannual conferences.
Описание: This book presents recent developments in modelling and optimization of engineering systems and the use of advanced mathematical methods for solving complex real-world problems.
Описание: What every neuroscientist should know about the mathematical modeling of excitable cells. Combining empirical physiology and nonlinear dynamics, this text provides an introduction to the simulation and modeling of dynamic phenomena in cell biology and neuroscience. It introduces mathematical modeling techniques alongside cellular electrophysiology. Topics include membrane transport and diffusion, the biophysics of excitable membranes, the gating of voltage and ligand-gated ion channels, intracellular calcium signalling, and electrical bursting in neurons and other excitable cell types. It introduces mathematical modeling techniques such as ordinary differential equations, phase plane, and bifurcation analysis of single-compartment neuron models. With analytical and computational problem sets, this book is suitable for life sciences majors, in biology to neuroscience, with one year of calculus, as well as graduate students looking for a primer on membrane excitability and calcium signalling.
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