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We explore the use of Physics Informed Neural Networks to analyse nonlinear Hamiltonian Dynamical Systems with a first integral of motion. In this work, we propose an architecture which combines existing Hamiltonian Neural Network…

机器学习 · 计算机科学 2023-08-09 Vedanta Thapar

Classical mechanical systems are modeled by a symplectic manifold $(M,\omega)$, and their symmetries, encoded in the action of a Lie group $G$ on $M$ by diffeomorphisms that preserves $\omega$. These actions, which are called "symplectic",…

辛几何 · 数学 2016-11-01 Álvaro Pelayo

This work presents a general geometric framework for simulating and learning the dynamics of Hamiltonian systems that are invariant under a Lie group of transformations. This means that a group of symmetries is known to act on the system…

数学物理 · 物理学 2023-09-01 Miguel Vaquero , Jorge Cortés , David Martín de Diego

This paper concerns the development and application of the multisymplectic Lagrangian and Hamiltonian formalism for nonlinear partial differential equations. In this theory, solutions of a PDE are sections of a fiber bundle $Y$ over a base…

微分几何 · 数学 2009-10-31 Jerrold E. Marsden , Steve Shkoller

A diagonalizable non-Hermitian Hamiltonian having a real spectrum may be used to define a unitary quantum system, if one modifies the inner product of the Hilbert space properly. We give a comprehensive and essentially self-contained review…

量子物理 · 物理学 2015-05-13 Ali Mostafazadeh

Noncommutative quantum mechanics can be considered as a first step in the construction of quantum field theory on noncommutative spaces of generic form, when the commutator between coordinates is a function of these coordinates. In this…

数学物理 · 物理学 2013-11-20 V. G. Kupriyanov

This work develops a symplectic framework for quantum computing to be applied to classical Hamiltonian systems, exploiting the intrinsic geometric compatibility between unitary quantum evolution and symplectic phase-space dynamics in a…

This text presents some basic notions in symplectic geometry, Poisson geometry, Hamiltonian systems, Lie algebras and Lie groups actions on symplectic or Poisson manifolds, momentum maps and their use for the reduction of Hamiltonian…

微分几何 · 数学 2014-06-17 Charles-Michel Marle

Canonical coordinates for the Schr\"odinger equation are introduced, making more transparent its Hamiltonian structure. It is shown that the Schr\"odinger equation, considered as a classical field theory, shares with Liouville completely…

高能物理 - 理论 · 物理学 2009-10-30 G. Marmo , G. Vilasi

The Hamiltonian Monte Carlo method generates samples by introducing a mechanical system that explores the target density. For distributions on manifolds it is not always simple to perform the mechanics as a result of the lack of global…

统计计算 · 统计学 2019-04-22 Alessandro Barp , Anthony Kennedy , Mark Girolami

For families of Hamiltonians defined by parts that are local, the most general definition of a symmetry algebra is the commutant algebra, i.e., the algebra of operators that commute with each local part. Thinking about symmetry algebras as…

强关联电子 · 物理学 2023-06-29 Sanjay Moudgalya , Olexei I. Motrunich

In this paper we present a novel approach to the geometric formulation of solid and fluid mechanics within the port-Hamiltonian framework, which extends the standard Hamiltonian formulation to non-conservative and open dynamical systems.…

数学物理 · 物理学 2024-04-19 Ramy Rashad , Stefano Stramigioli

We consider classical and quantum mechanics for an extended Heisenberg algebra with additional canonical commutation relations for position and momentum coordinates. In our approach this additional noncommutativity is removed from the…

高能物理 - 理论 · 物理学 2010-02-04 Branko Dragovich , Zoran Rakic

We define solvable quantum mechanical systems on a Hilbert space spanned by bipartite ribbon graphs with a fixed number of edges. The Hilbert space is also an associative algebra, where the product is derived from permutation group…

高能物理 - 理论 · 物理学 2023-07-17 Joseph Ben Geloun , Sanjaye Ramgoolam

New classes of Lie-Hamilton systems are obtained from the six-dimensional fundamental representation of the symplectic Lie algebra $\mathfrak{sp}(6,\mathbb{R})$. The ansatz is based on a recently proposed procedure for constructing…

数学物理 · 物理学 2025-01-07 O. Carballal , R. Campoamor-Stursberg , F. J. Herranz

Multi-symplectic integrators are typically regarded as a discretization of the Hamiltonian partial differential equations. This is due to the fact that, for generic finite-dimensional Hamiltonian systems, there exists only one independent…

动力系统 · 数学 2025-02-07 A. V. Tsiganov

Symmetries impose structure on the Hilbert space of a quantum mechanical model. The mathematical units of this structure are the irreducible representations of symmetry groups and I consider how they function as conceptual units of…

量子物理 · 物理学 2018-01-29 N. L. Harshman

We propose a natural strategy to deal with compatible and incompatible binary questions, and with their time evolution. The strategy is based on the simplest, non-commutative, Hilbert space $\mathcal{H}=\mathbb{C}^2$, and on the (commuting…

物理与社会 · 物理学 2019-06-26 Fabio Bagarello

We obtain a general concept of triplet of Hilbert spaces with closed (unbounded) embeddings instead of continuous (bounded) ones. The construction starts with a positive selfadjoint operator $H$, that is called the Hamiltonian of the…

泛函分析 · 数学 2025-11-04 Petru Cojuhari , Aurelian Gheondea

We describe the implications of permutation symmetry for the state space and dynamics of quantum mechanical systems of matrices of general size $N$. We solve the general 11- parameter permutation invariant quantum matrix harmonic oscillator…

高能物理 - 理论 · 物理学 2022-12-14 George Barnes , Adrian Padellaro , Sanjaye Ramgoolam