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ISBN: 3030775623 3030775615 Year: 2021 Publisher: Cham, Switzerland : Springer,
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Varietats de Calabi-Yau --- Varietats (Matemàtica) --- Calabi-Yau manifolds. --- Geometry, Algebraic. --- Mathematical physics. --- Physical mathematics --- Physics --- Algebraic geometry --- Geometry --- Manifolds (Mathematics) --- Mathematics
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ISBN: 9783030775629 9783030775636 9783030775612 Year: 2021 Publisher: Cham Springer International Publishing
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Can artificial intelligence learn mathematics? The question is at the heart of this original monograph bringing together theoretical physics, modern geometry, and data science. The study of Calabi-Yau manifolds lies at an exciting intersection between physics and mathematics. Recently, there has been much activity in applying machine learning to solve otherwise intractable problems, to conjecture new formulae, or to understand the underlying structure of mathematics. In this book, insights from string and quantum field theory are combined with powerful techniques from complex and algebraic geometry, then translated into algorithms with the ultimate aim of deriving new information about Calabi-Yau manifolds. While the motivation comes from mathematical physics, the techniques are purely mathematical and the theme is that of explicit calculations. The reader is guided through the theory and provided with explicit computer code in standard software such as SageMath, Python and Mathematica to gain hands-on experience in applications of artificial intelligence to geometry. Driven by data and written in an informal style, The Calabi-Yau Landscape makes cutting-edge topics in mathematical physics, geometry and machine learning readily accessible to graduate students and beyond. The overriding ambition is to introduce some modern mathematics to the physicist, some modern physics to the mathematician, and machine learning to both.
Geometry --- Mathematical control systems --- Mathematical physics --- Programming --- Computer architecture. Operating systems --- Computer. Automation --- landmeetkunde --- bedrijfssoftware --- informatica --- programmeren (informatica) --- wiskunde --- fysica
Book
ISBN: 9783030775629 9783030775636 9783030775612 Year: 2021 Publisher: Cham Springer International Publishing :Imprint: Springer
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Geometry --- Mathematical control systems --- Mathematical physics --- Programming --- Computer architecture. Operating systems --- Computer. Automation --- landmeetkunde --- bedrijfssoftware --- informatica --- programmeren (informatica) --- wiskunde --- fysica
Book
ISBN: 3031175239 3031175220 Year: 2022 Publisher: Cham, Switzerland : Springer,
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Mathematics. --- Física matemàtica --- Math --- Science --- Mecànica --- Acústica --- Anàlisi de sistemes --- Anàlisi dimensional --- Grups quàntics --- Elasticitat --- Equació de Yang-Baxter --- Matemàtica en l'electrònica --- Problemes de contorn --- Teoria del potencial (Física) --- Teoria ergòdica --- Teories no lineals --- Rutes aleatòries (Matemàtica)
Digital
ISBN: 9783031175237 9783031175220 9783031175244 9783031175251 Year: 2022 Publisher: Cham Springer International Publishing
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This volume celebrates the 100th birthday of Professor Chen-Ning Frank Yang (Nobel 1957), one of the giants of modern science and a living legend. Starting with reminiscences of Yang's time at the research centre for theoretical physics at Stonybrook (now named C. N. Yang Institute) by his successor Peter van Nieuwenhuizen, the book is a collection of articles by world-renowned mathematicians and theoretical physicists. This emphasizes the Dialogue Between Physics and Mathematics that has been a central theme of Professor Yang's contributions to contemporary science. Fittingly, the contributions to this volume range from experimental physics to pure mathematics, via mathematical physics. On the physics side, the contributions are from Sir Anthony Leggett (Nobel 2003), Jian-Wei Pan (Willis E. Lamb Award 2018), Alexander Polyakov (Breakthrough Prize 2013), Gerard 't Hooft (Nobel 1999), Frank Wilczek (Nobel 2004), Qikun Xue (Fritz London Prize 2020), and Zhongxian Zhao (Bernd T. Matthias Prize 2015), covering an array of topics from superconductivity to the foundations of quantum mechanics. In mathematical physics there are contributions by Sir Roger Penrose (Nobel 2022) and Edward Witten (Fields Medal 1990) on quantum twistors and quantum field theory, respectively. On the mathematics side, the contributions by Vladimir Drinfeld (Fields Medal 1990), Louis Kauffman (Wiener Gold Medal 2014), and Yuri Manin (Cantor Medal 2002) offer novel ideas from knot theory to arithmetic geometry. Inspired by the original ideas of C. N. Yang, this unique collection of papers by masters of physics and mathematics provides, at the highest level, contemporary research directions for graduate students and experts alike.
Category theory. Homological algebra --- Algebra --- Topology --- Geometry --- Mathematical physics --- Computer. Automation --- algebra --- landmeetkunde --- quantumcomputers --- theoretische fysica --- wiskunde --- fysica --- topologie
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