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Deep Learning in Computational Mechanics
This book provides a first course on deep learning in computational mechanics. The book starts with a short introduction to machine learning’s fundamental concepts before neural networks are explained thoroughly. It then provides an overview of current topics in physics and engineering, setting the stage for the book’s main topics: physics-informed neural networks and the deep energy method. The idea of the book is to provide the basic concepts in a mathematically sound manner and yet to stay as simple as possible. To achieve this goal, mostly one-dimensional examples are investigated, such as approximating functions by neural networks or the simulation of the temperature’s evolution in a one-dimensional bar. Each chapter contains examples and exercises which are either solved analytically or in PyTorch, an open-source machine learning framework for python.
Deep Learning in Computational Mechanics
This book provides a first course on deep learning in computational mechanics. The book starts with a short introduction to machine learning's fundamental concepts before neural networks are explained thoroughly. It then provides an overview of current topics in physics and engineering, setting the stage for the book's main topics: physics-informed neural networks and the deep energy method. The idea of the book is to provide the basic concepts in a mathematically sound manner and yet to stay as simple as possible. To achieve this goal, mostly one-dimensional examples are investigated, such as approximating functions by neural networks or the simulation of the temperature's evolution in a one-dimensional bar. Each chapter contains examples and exercises which are either solved analytically or in PyTorch, an open-source machine learning framework for python. .
Wicked Game
Time to trade for your life... After the death of a close friend on 9/11, Al Denham is having second thoughts: while outwardly successful, he has a gnawing feeling that City life is no longer for him. Meanwhile, not all is as it seems at Aden Partners. Al’s sparring partner Miles is drawn deeper into a world of ultra-rich oligarchs and shady deals, soon discovering that he’s trading for his life – in more ways than one. Perfect for readers of Liar’s Poker and The Wolf of Wall Street, Wicked Game is a tale of staggering wealth, infidelity, ambition – and murder. It is the final, heartstopping instalment in the Shadow Banking trilogy, which also includes London Calling and Money for Nothing. C. M. Albright is a pseudonym for a senior figure working in the City. He has been a trader in the financial markets for twenty-five years, living and working all around the world. He has had a ringside seat during a period of unparalleled economic and political turmoil and is perfectly placed to give an insider’s perspective on this glamorous, dangerous and yet enduringly mysterious world. He divides his time between homes in London and the Cotswolds.
She and I
"Unforgettable...I read this book a number of years ago and just can't get it out of my mind...The story of how these twins...grow up and become women is fascinating...if you have a super curious mind and enjoy a story quite odd, you will LOVE this book." 5 stars Reader's Review (hardcover edition) from Amazon.com "I found myself laughing out loud at some of the incidents, and also found it very interesting. Once I started reading it I couldn't put it down. I have loaned it to all of my friends who like to read, and they also found the book a very good read. Buy it! You won't be sorry." 5 stars Reader's Review (hardcover edition) from Amazon.com "The novel lives up to the wit of its premise....
The Good Soldier Schweik
The Good Soldier Schweik is a satirical masterpiece that exposes the absurdities of war, bureaucracy, and blind obedience through the misadventures of its protagonist, Josef Švejk. Written by Jaroslav Hašek, the novel follows Schweik, a seemingly simple-minded yet cunningly subversive soldier, as he navigates the chaos of World War I. With sharp irony and dark humor, Hašek critiques the incompetence of military institutions and the hypocrisy of authority figures, portraying a world in which survival often depends on feigned ignorance and strategic foolishness. Since its publication, The Good Soldier Schweik has been celebrated for its biting wit, satirical depth, and its unique protagonis...
Diffusion-Weighted MR Imaging of the Brain, Head and Neck, and Spine
This richly illustrated book, now in an updated and extended third edition, systematically covers the use of diffusion-weighted (DW) MR imaging in all major areas of neuroradiology, including imaging of the head and neck and the spine as well as the brain. The authors guide the reader from the basic principles of DW imaging through to the use of cutting-edge diffusion sequences such as diffusion tensor (DTI) and kurtosis (DKI), fiber tractography, high b value, intravoxel incoherent motion (IVIM), neurite orientation dispersion and density imaging (NODDI), and oscillating gradient spin echo (OGSE). Pathology, pathophysiology, and patient management and treatment are all thoroughly discussed....
Humour in Society
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Clinical Functional MRI
The second, revised edition of this successful textbook provides an up-to-date description of the use of preoperative fMRI in patients with brain tumors and epilepsies. State of the art fMRI procedures are presented, with detailed consideration of practical aspects, imaging and data processing, normal and pathological findings, and diagnostic possibilities and limitations. Relevant information on brain physiology, functional neuroanatomy, imaging technique, and methodology is provided by recognized experts in these fields. Compared with the first edition, chapters have been updated to reflect the latest developments and in particular the current use of diffusion tensor imaging (DTI) and resting-state fMRI. Entirely new chapters are included on resting-state presurgical fMRI and the role of DTI and tractography in brain tumor surgery. Further chapters address multimodality functional neuroimaging, brain plasticity, and pitfalls, tips, and tricks.
