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In this document we shows a first implementation and some preliminary results of a new theory, facing Machine Learning problems in the frameworks of Classical Mechanics and Variational Calculus. We give a general formulation of the problem…

机器学习 · 计算机科学 2017-01-11 Marco Gori , Marco Maggini , Alessandro Rossi

Efforts to understand and map the possible explanations for the late time acceleration of the universe have led to a broad range of suggestions, ranging from the cosmological constant and straightforward dark energy, to exotically coupled…

宇宙学与河外天体物理 · 物理学 2016-05-02 Mark Trodden

After the development of a self-consistent quantum formalism nearly a century ago, there ensued a quest to understand the often counterintuitive predictions of the theory. These endeavors invariably begin with the assumption of the "truth"…

物理学史与哲学 · 物理学 2019-10-22 Stephen Boughn

The principle of stationary action is a cornerstone of modern physics, providing a powerful framework for investigating dynamical systems found in classical mechanics through to quantum field theory. However, computational neuroscience,…

神经元与认知 · 定量生物学 2020-10-08 Erik D. Fagerholm , Karl J. Friston , Rosalyn J. Moran , Robert Leech

Canonical quantization of the Brane-World effective action presented by Kanno and Soda containing higher order curvature invariant terms, has been performed. It requires introduction of an auxiliary variable. As observed in a series of…

广义相对论与量子宇宙学 · 物理学 2007-05-23 Abhik Kumar Sanyal

In spite of the very common opinion we show that QM is not complete and that it is possible to create prequantum models providing finer description of physical reality than QM. There exists (at least in theoretical models) dispersion free…

量子物理 · 物理学 2007-05-23 Andrei Khrennikov

A new hidden variable theory is proposed, according to which particles follows definite trajectories, as in Bohmian Mechanics or Nelson's stochastic mechanics; in the new theory, however, the trajectories are classical, i.e. Newtonian. This…

量子物理 · 物理学 2007-05-23 Bruno Galvan

We suggest to use the action-angle variables for the study of properties of (quasi)particles in quantum rings. For this purpose we present the action-angle variables for three two-dimensional singular oscillator systems. The first one is…

材料科学 · 物理学 2011-08-17 Stefano Bellucci , Armen Nersessian , Armen Saghatelian , Vahagn Yeghikyan

We analyze two-dimensional nonlinear sigma models at nonzero chemical potentials, which are governed by a complex action. In the spirit of contour deformations (thimbles) we extend the fields into the complex plane, which allows to…

高能物理 - 理论 · 物理学 2018-09-19 Falk Bruckmann , Stephan Lochner

In the complex action theory (CAT) we explicitly examine how the momentum and Hamiltonian are defined from the Feynman path integral (FPI) point of view based on the complex coordinate formalism of our foregoing paper. After reviewing the…

量子物理 · 物理学 2018-02-05 Keiichi Nagao , Holger Bech Nielsen

New status in quantum mechanics is connected with recent achievements in the inverse problem. With its help instead of about ten exactly solvable models which serve as a basis of the contemporary education there are infinite (!) number,…

量子物理 · 物理学 2007-05-23 B. N. Zakhariev , V. M. Chabanov

Imitation learning is a powerful approach for learning autonomous driving policy by leveraging data from expert driver demonstrations. However, driving policies trained via imitation learning that neglect the causal structure of expert…

机器人学 · 计算机科学 2021-12-08 Mohammad Reza Samsami , Mohammadhossein Bahari , Saber Salehkaleybar , Alexandre Alahi

Unifying quantum mechanics and special relativity, the Dirac equation describes the behaviour of relativistic quantum particles, including imaginary-mass particles with faster-than-light speeds (e.g., tachyon). However, experimental…

光学 · 物理学 2020-11-18 Wange Song , Shenglun Gao , Hanmeng Li , Chen Chen , Shengjie Wu , Shining Zhu , Tao Li

The fundamental dynamics of quantum particles is neutral with respect to the arrow of time. And yet, our experiments are not: we observe quantum systems evolving from the past to the future, but not the other way round. A fundamental…

量子物理 · 物理学 2022-11-01 Giulio Chiribella , Zixuan Liu

We discuss the notion of an effective, average, quantum mechanical path which is a solution of the dynamical equations obtained by extremizing the quantum effective action. Since the effective action can, in general, be complex, the…

高能物理 - 理论 · 物理学 2013-08-27 Suprit Singh , T. Padmanabhan

Active motion is a concept in complex systems theory and was successfully applied to various problems in nonlinear dynamics. Explicit studies for gravitational potentials were missing so far. We interpret the Friedmann equations with…

高能物理 - 理论 · 物理学 2011-08-11 Alexander Gluck , Helmuth Huffel , Sasa Ilijic , Gerald Kelnhofer

A toy model giving rise to long lived super heavy particles and an small vacuum density energy, of the order of the one measured in the present universe, is constructed. This model consists in hidden sector invariant under an $SU(2)_L$…

高能物理 - 理论 · 物理学 2012-08-29 O. P. Santillan

Fast moving classical variables can generate quantum mechanical behavior. We demonstrate how this can happen in a model. The key point is that in classically (ontologically) evolving systems one can still define a conserved quantum energy.…

量子物理 · 物理学 2021-09-02 Gerard t Hooft

We present a perturbation theory by extending a prescription due to Feynman for computing the probability density function for the random flight motion. The method can be applied to a wide variety of otherwise difficult circumstances. The…

经典物理 · 物理学 2007-05-23 S. Tim Hatamian

A non-local hidden variables theory for non-relativisitic quantum theory is presented, which gives a realist completion of quantum mechanics, in the sense of a complete description of individual events. The proposed fundamental theory is an…

量子物理 · 物理学 2021-05-11 Lee Smolin