The Calabi Yau Landscape is popular PDF and ePub book, written by Yang-Hui He in 2021-07-31, it is a fantastic choice for those who relish reading online the Mathematics genre. Let's immerse ourselves in this engaging Mathematics book by exploring the summary and details provided below. Remember, The Calabi Yau Landscape can be Read Online from any device for your convenience.
The Calabi Yau Landscape Book PDF Summary
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.
Detail Book of The Calabi Yau Landscape PDF
- Author : Yang-Hui He
- Release : 31 July 2021
- Publisher : Springer Nature
- ISBN : 9783030775629
- Genre : Mathematics
- Total Page : 214 pages
- Language : English
- PDF File Size : 12,9 Mb
If you're still pondering over how to secure a PDF or EPUB version of the book The Calabi Yau Landscape by Yang-Hui He, don't worry! All you have to do is click the 'Get Book' buttons below to kick off your Download or Read Online journey. Just a friendly reminder: we don't upload or host the files ourselves.