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In this technical paper we introduce the Tensor Network Theory (TNT) library -- an open-source software project aimed at providing a platform for rapidly developing robust, easy to use and highly optimised code for TNT calculations. The…

量子物理 · 物理学 2017-10-11 Sarah Al-Assam , Stephen R. Clark , Dieter Jaksch

Recently, there has been an increasing interest in modelling and computation of physical systems with neural networks. Hamiltonian systems are an elegant and compact formalism in classical mechanics, where the dynamics is fully determined…

数值分析 · 数学 2022-06-28 Elena Celledoni , Andrea Leone , Davide Murari , Brynjulf Owren

We propose a new molecular simulation framework that combines the transferability, robustness and chemical flexibility of an ab initio method with the accuracy and efficiency of a machine learned force field. The key to achieve this mix is…

计算物理 · 物理学 2020-01-08 Sebastian Dick , Marivi Fernandez-Serra

Quantum states are very delicate, so it is likely some sort of quantum error correction will be necessary to build reliable quantum computers. The theory of quantum error-correcting codes has some close ties to and some striking differences…

量子物理 · 物理学 2007-05-23 Daniel Gottesman

We introduce a novel quantum programming language featuring higher-order programs and quantum controlflow which ensures that all qubit transformations are unitary. Our language boasts a type system guaranteeingboth unitarity and…

计算机科学中的逻辑 · 计算机科学 2024-03-06 Alejandro Díaz-Caro , Emmanuel Hainry , Romain Péchoux , Mário Silva

This work is a conceptual analysis of certain recent developments in the mathematical foundations of Classical and Quantum Mechanics which have allowed to formulate both theories in a common language. From the algebraic point of view, the…

物理学史与哲学 · 物理学 2016-12-12 Federico Zalamea

New method of quantization is presented. It is based on classical Newton-Lagrange equations of motion (representing the fundamental physical law of mechanics) rather than on their traditional Lagrangian and/or Hamiltonian precursors. It is…

高能物理 - 理论 · 物理学 2011-02-01 Denis Kochan

Code based Language Models (LMs) have shown very promising results in the field of software engineering with applications such as code refinement, code completion and generation. However, the task of time and space complexity classification…

软件工程 · 计算机科学 2023-05-26 Kaushik Moudgalya , Ankit Ramakrishnan , Vamsikrishna Chemudupati , Xing Han Lu

This paper studies the expressive and computational power of discrete Ordinary Differential Equations (ODEs), a.k.a. (Ordinary) Difference Equations. It presents a new framework using these equations as a central tool for computation and…

计算机科学中的逻辑 · 计算机科学 2022-09-27 Olivier Bournez , Arnaud Durand

In loop quantum cosmology the quantum dynamics is well understood. We approximate the full quantum dynamics in the infinite dimensional Hilbert space by projecting it on a finite dimensional submanifold thereof, spanned by suitably chosen…

广义相对论与量子宇宙学 · 物理学 2008-11-26 Victor Taveras

We present an algebraic view on logic programming, related to proof theory and more specifically linear logic and geometry of interaction. Within this construction, a characterization of logspace (deterministic and non-deterministic)…

计算机科学中的逻辑 · 计算机科学 2014-06-10 Clément Aubert , Marc Bagnol , Paolo Pistone , Thomas Seiller

Many-body localization was proven under realistic assumptions by constructing a quasi-local unitary rotation that diagonalizes the Hamiltonian (Imbrie, 2016). A natural generalization is to consider all unitaries that have a similar…

量子物理 · 物理学 2017-08-29 Evgeny Mozgunov

Diagonalization in the spirit of Cantor's diagonal arguments is a widely used tool in theoretical computer sciences to obtain structural results about computational problems and complexity classes by indirect proofs. The Uniform…

计算复杂性 · 计算机科学 2019-02-22 Friederike Anna Dziemba

This library (collection of subroutines) is presented for calculating standard quantities in the decomposition of many-electron matrix elements in atomic structure theory. These quantities include the coefficients of fractional parentage,…

原子物理 · 物理学 2007-05-23 G. Gaigalas

In a world made of atoms, the computer simulation of molecular systems, such as proteins in water, plays an enormous role in science. Software packages that perform these computations have been developed for decades. In molecular…

化学物理 · 物理学 2024-08-07 Philipp Hoellmer , A. C. Maggs , Werner Krauth

Given a first-order autonomous algebraic ordinary differential equation, we present a method for computing formal power series solutions by means of places. We provide an algorithm for computing a full characterization of possible initial…

符号计算 · 计算机科学 2018-11-15 Sebastian Falkensteiner , J. Rafael Sendra

Paper is devoted to maintaining the simple objective: We want to provide Hamiltonian canonical form for autonomous dynamical system reducible to even-dimensional one. Along the road we construct new class of conserved quantities, called…

数学物理 · 物理学 2020-08-28 Artur Kobus

Stabilizer code quantum Hamiltonians have been introduced with the intention of physically realizing a quantum memory because of their resilience to decoherence. In order to analyze their finite temperature thermodynamics, we show how to…

量子物理 · 物理学 2019-12-11 Zack Weinstein , Gerardo Ortiz , Zohar Nussinov

Teaching object-oriented programming in an introductory programming course poses considerable challenges to the instructor. An often advocated approach to meeting this challenge is the use of a simple, object-oriented graphics library. We…

计算机与社会 · 计算机科学 2007-05-23 Bruce R. Childers , James P. Cohoon , Jack W. Davidson , Peter Valle

This is a draft of the textbook/monograph that presents computability theory using string diagrams. The introductory chapters have been taught as graduate and undergraduate courses and evolved through 8 years of lecture notes. The later…

计算机科学中的逻辑 · 计算机科学 2023-03-29 Dusko Pavlovic