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Deep Learning for Fluid Simulation and Animation
This book is an introduction to the use of machine learning and data-driven approaches in fluid simulation and animation, as an alternative to traditional modeling techniques based on partial differential equations and numerical methods – and at a lower computational cost. This work starts with a brief review of computability theory, aimed to convince the reader – more specifically, researchers of more traditional areas of mathematical modeling – about the power of neural computing in fluid animations. In these initial chapters, fluid modeling through Navier-Stokes equations and numerical methods are also discussed. The following chapters explore the advantages of the neural networks approach and show the building blocks of neural networks for fluid simulation. They cover aspects related to training data, data augmentation, and testing. The volume completes with two case studies, one involving Lagrangian simulation of fluids using convolutional neural networks and the other using Generative Adversarial Networks (GANs) approaches.
Bullet in the Heart
'A precious and rare publication ... The moving stories of love, longing and suffering provide valuable new insights into tumultuous times that helped shape South Africa.' – Max du Preez It is nine months this evening since I last saw the light in my own house, when I had to tear myself away from all that is dear to me. And today is also my little son's birthday. Oh, how I long for home. So wrote Michael Muller in 1901 as he gazed at the lights of Cape Town from a ship bound for Bermuda, after months of internment in a British POW camp in Simon's Town. The camps were full, so Boer prisoners were being sent to other parts of the empire. Michael's brothers, Chris and Pieter, were exiled to C...
Modern Wittenberg
Whatever happened to America's small, private, residential, undergraduate, Liberal Arts Colleges? Will they survive the present contest with pragmatic publicly supported community colleges and the secular mega universities? The story of Wittenberg, one of the best of Ohio's many good Liberal Arts Colleges, provides answers to such questions. It looks at this critical period in their history giving hope that the very best of them will prosper. They are an endangered national resource that should be preserved and no more of them are being started. The book is written both for the casual reader and for historians and professional educators.
The Names of the Python
David Schoenbrun examines groupwork--the imaginative labor that people do to constitute themselves as communities--in an iconic and influential region in East Africa. The Names of the Python supplements and redirects current debates about ethnicity in ex-colonial Africa and beyond.
Pennsylvania Archives
A collection of documents supplementing the companion series known as "Colonial records," which contain the Minutes of the Provincial council, of the Council of safety, and of the Supreme executive council of Pennsylvania.
Catalog of Copyright Entries, Third Series
The record of each copyright registration listed in the Catalog includes a description of the work copyrighted and data relating to the copyright claim (the name of the copyright claimant as given in the application for registration, the copyright date, the copyright registration number, etc.).
