Автор: Strang Gilbert Название: Linear Algebra and Learning from Data ISBN: 0692196382 ISBN-13(EAN): 9780692196380 Издательство: Cambridge Academ Рейтинг: Цена: 66520.00 T 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: Smil Vaclav Название: Grand Transitions: How the Modern World Was Made ISBN: 0190060662 ISBN-13(EAN): 9780190060664 Издательство: Oxford Academ Рейтинг: Цена: 41830.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: What makes the modern world work? The answer to this deceptively simple question lies in four "grand transitions" of civilization--in populations, agriculture, energy, and economics--which have transformed the way we live. Societies that have undergone all four transitions emerge into an era of radically different population dynamics, food surpluses (and waste), abundant energy use, and expanding economic opportunities. Simultaneously, in other parts of the world, hundreds of millions remain largely untouched by these developments. Through erudite storytelling, Vaclav Smil investigates the fascinating and complex interactions of these transitions. He argues that the moral imperative to share modernity's benefits has become more acute with increasing economic inequality, but addressing this imbalance would make it exceedingly difficult to implement the changes necessary for the long-term preservation of the environment. Thus, managing the fifth transition--environmental changes from natural-resource depletion, biodiversity loss, and global warming--will determine the success or eventual failure of the grand transitions that have made the world we live in today.
Автор: Helms, Volkhard Название: Principles of Computational Cell Biology ISBN: 3527333584 ISBN-13(EAN): 9783527333585 Издательство: Wiley Рейтинг: Цена: 79200.00 T 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.
Автор: Moallemi Enayat A., de Haan Fjalar J. Название: Modelling Transitions: Virtues, Vices, Visions of the Future ISBN: 1032239204 ISBN-13(EAN): 9781032239200 Издательство: Taylor&Francis Рейтинг: Цена: 42870.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Modelling Transitions shows what computational, formal, and data-driven approaches can and could mean for sustainability transitions research, presenting the state-of-the-art and exploring what lies beyond.
Автор: Greg Conradi Smith Название: Cellular Biophysics and Modeling: A Primer on the Computational Biology of Excitable Cells ISBN: 1107005361 ISBN-13(EAN): 9781107005365 Издательство: Cambridge Academ Рейтинг: Цена: 100310.00 T Наличие на складе: Поставка под заказ. 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.
Автор: V. Bojicic-Dzelilovic; J. Ker-Lindsay; D. Kostovic Название: Civil Society and Transitions in the Western Balkans ISBN: 1349332585 ISBN-13(EAN): 9781349332588 Издательство: Springer Рейтинг: Цена: 46570.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book explores the ambiguous role played by civil society in the processes of state-building, democratization and post-conflict reconstruction in the Western Balkans challenging the assumption that civil society is always a force for good by analysing civil society actors and their effects in post-communist and post-conflict transition.
Название: Narratives of Low-Carbon Transitions (Open Access) ISBN: 1138311588 ISBN-13(EAN): 9781138311589 Издательство: Taylor&Francis Рейтинг: Цена: 148010.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book presents empirical evidence reflecting the complex challenges and potential consequences of low-carbon pathways, enabling us to draw valuable lessons on the risks and uncertainties we face in choosing these pathways, as well as ways to manage them and ultimately enable their sustainable and lasting social and environmental effects.
Автор: Herrschel, Tassilo Dierwechter, Yonn (university Of Washington, Tacoma, Usa) Название: Smart transitions in city regionalism ISBN: 1138903604 ISBN-13(EAN): 9781138903609 Издательство: Taylor&Francis Рейтинг: Цена: 148010.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: In recent years "smartness" has risen as a buzzword to characterise novel urban policy and development patterns. As a result of this, debates around what "smart" actually means have emerged within urban and regional studies. This book explores changes in discourse, rationality and responses of smartness through the theme of `transition`.
Автор: Baus Marc, Tejero Carlos F. Название: Equilibrium Statistical Physics: Phases, Phase Transitions, and Topological Phases ISBN: 3030754316 ISBN-13(EAN): 9783030754310 Издательство: Springer Цена: 60550.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This is a textbook which gradually introduces the student to the statistical mechanical study of the different phases of matter and to the phase transitions between them.
Автор: C.B. Wang Название: Application of Integrable Systems to Phase Transitions ISBN: 3642385648 ISBN-13(EAN): 9783642385643 Издательство: Springer Рейтинг: Цена: 46570.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book practical book applies integrable systems to solve the phase transition problems. It provides a unified model for the densities of eigenvalues in quantum chromodynamics (QCD).
Автор: Jakob Michael, Steckel Jan C. Название: The Political Economy of Coal: Obstacles to Clean Energy Transitions ISBN: 0367491028 ISBN-13(EAN): 9780367491024 Издательство: Taylor&Francis Рейтинг: Цена: 148010.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This volume provides an overview of the political economy of coal in diverse country contexts.
Автор: Malte Henkel; Haye Hinrichsen; Sven L?beck Название: Non-Equilibrium Phase Transitions ISBN: 1402087640 ISBN-13(EAN): 9781402087646 Издательство: Springer Рейтинг: Цена: 93130.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book describes two main classes of non-equilibrium phase-transitions: static and dynamics of transitions into an absorbing state, and dynamical scaling in far-from-equilibrium relaxation behavior and ageing.
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