Deep learning and the ads/cft correspondence

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August undefined, 2024

WebFigure 1: The AdS/CFT and the DL. Top: a typical view of the AdS/CFT correspondence. a finite temperature lives at a boundary of asymptotically AdS spacetime Bottom: a typical … WebJul 20, 2024 · The basis for the AdS/CFT is string theory, where the fundamental building blocks of nature are tiny quantum vibrating strings whose frequencies define the particles that make up our known...

Deep Learning and AdS/CFT Papers With Code

http://export.arxiv.org/abs/1802.08313 WebJun 1, 2015 · The statement quickly became known as the AdS/CFT correspondence, because AdS specifies the sector of spacetimes for the lhs, and the 4D gauge theory on the rhs is a conformal field theory (CFT). In fact, [ 1 ] gave several other examples which we will mention in section 3.5 , all having the AdS/CFT structure: string or M-theory on AdS … shell isleworth

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WebThe AdS/CFT correspondence. The AdS/CFT correspondence which was formulated nearly a decade ago, has revolutionized our way of thinking about quantum gravity. The correspondence in its strong form basically states that one can encode the dynamics of string theory (or quantum gravity) in asymptotically AdS spacetimes is dual to a field … WebDeep Learning and AdS/CFT Koji Hashimoto (Osaka u) ArXiv:1802.08313 w/ S. Sugishita (Osaka), A. Tanaka (RIKEN AIP), A. Tomiya (CCNU) KIAS, 26 March, 2024 CQuest, … WebDec 30, 2014 · To put the AdS/CFT correspondence in historical context, we start by reviewing the relevant aspects of string theory (of which no prior knowledge is assumed). We then develop the statement of the correspondence, and explain how the two sides of the duality map into each other. spongebob\u0027s next big adventure download

Introduction to the AdS/CFT Correspondence

Deep Learning and AdS/CFT – arXiv Vanity

WebMay 31, 2024 · Abstract and Figures We provide a deep Boltzmann machine (DBM) for the AdS/CFT correspondence. Under the philosophy that the bulk spacetime is a neural network, we give a dictionary between... WebThe AdS/CFT correspondence is one of the most significant results that string theory has produced. It refers to the existence of amazing dualities between theories with gravity and theories without gravity, and is also sometimes referred to as the gauge theory/gravity correspondence. shell isle of manWebMeta. Mar 2024 - Present2 years 1 month. London, England, United Kingdom. Develop and maintain several machine learning personalised … spongebob\u0027s living room zoom background

"WebThe AdS/CFT correspondence (also called gauge/gravity duality) suggests that in any physical system, there is a correspondence between a volume of space and its boundary … " - Deep learning and the ads/cft correspondence

Deep learning and the ads/cft correspondence

Webneural network in deep learning [2–4] for modeling ... The AdS=CFT correspondence is a holographic duality between a (d þ1)-dimensional quantum gravity and a d-dimensional quantum field theory WebThe AdS/CFT correspondence is one of the most exciting discoveries in theoretical physics of the past 20 years, providing a framework in which it is possible to study strongly …

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WebFeb 22, 2024 · We present a deep neural network representation of the AdS/CFT correspondence, and demonstrate the emergence of the bulk metric function via the … WebFeb 7, 2024 · Deep learning is a subset of machine learning and is a discipline within AI that uses algorithms mimicking the human brain. Deep learning algorithms use neural …

WebWe present a deep neural network representation of the AdS/CFT correspondence, and demonstrate the emergence of the bulk metric function via the learning process for … WebAug 27, 2024 · We present a deep neural network representation of the AdS/CFT correspondence, and demonstrate the emergence of the bulk metric function via the …

WebAdS/CFT correspondence. In theoretical physics, the anti-de Sitter/conformal field theory correspondence, sometimes called Maldacena duality or gauge/gravity duality, is a conjectured relationship between two kinds of physical theories. On one side are anti-de Sitter spaces (AdS) which are used in theories of quantum gravity, formulated in ... WebJul 21, 2024 · Particular attention is paid to the case of d=5 where the scaling exponent ν has the value 1/3, which coincides with the scaling exponent of quantum gravity in one fewer dimensions. Convincing results show that this relation could be generalized to arbitrary number of dimensions above five. Some aspects of AdS/CFT correspondence are also ...

WebFeb 22, 2024 · We present a deep neural network representation of the AdS/CFT correspondence, and demonstrate the emergence of the bulk metric function via the learning process for given data sets of response in boundary quantum field theories. ... in unknown curved spacetime with a black hole horizon, we demonstrate our deep …

Webthe AdS/CFT is studied, that is, how to reconstruct the spacetime metric from the given field theory data by the DNN which implements the AdS/CFT. Subsequently, the so-called AdS/DL correspondence is applied to learn the bulk metric from the lattice QCD data of the finite-temperature chiral condensate. Interestingly, the emergent spongebob\u0027s pet sea snailWebThe AdS/CFT correspondence is related to two deep ideas in physics. The rst of these is the idea that large Ngauge theory is equivalent to a string theory [16]. ... The AdS/CFT correspondence in the form in which it was proposed in [1] did not yet provide a detailed map between AdS and CFT quantities. Such a map was given shellism tones redditWebDec 23, 2014 · 1 Introduction and Motivation. The AdS/CFT correspondence is a duality relating quantum field theory (QFT) and gravity. More precisely, the correspondence relates the quantum … shellis news atlanta