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Many approaches in the field of machine learning and data analysis rely on the assumption that the observed data lies on lower-dimensional manifolds. This assumption has been verified empirically for many real data sets. To make use of this…

机器学习 · 计算机科学 2022-09-27 Erik Thordsen , Erich Schubert

A part of relativistic dynamics (or mechanics) is axiomatized by simple and purely geometrical axioms formulated within first-order logic. A geometrical proof of the formula connecting relativistic and rest masses of bodies is presented,…

数学物理 · 物理学 2012-11-20 H. Andreka , J. X. Madarasz , I. Nemeti , G. Szekely

Every function over the natural numbers has an infinite subdomain on which the function is non-decreasing. Motivated by a question of Dzhafarov and Schweber, we study the reverse mathematics of variants of this statement. It turns out that…

逻辑 · 数学 2016-03-30 Ludovic Patey

In recent years, machine learning methods have been widely used to study physical systems that are challenging to solve with governing equations. Physicists and engineers are framing the data-driven paradigm as an alternative approach to…

计算物理 · 物理学 2020-07-02 Jong-Hoon Ahn

We critically examine the applicability of the effective potential within dynamical situations and find, in short, that the answer is negative. An important caveat of the use of an effective potential in dynamical equations of motion is an…

高能物理 - 唯象学 · 物理学 2024-05-17 Nathan Herring , Shuyang Cao , Daniel Boyanovsky

Arguably a major success of the landscape picture is the prediction of a small, non-zero vacuum energy density. The details of this prediction depends in part on how the diverging spacetime volume of the multiverse is regulated, a question…

高能物理 - 理论 · 物理学 2010-04-30 Michael P. Salem

The ultraconfined light of plasmonic modes put their effective wavelength close to the mean free path of electrons inside the metal electron gas. The Drude model, which can not take the repulsive interactions of electrons into account, then…

光学 · 物理学 2021-06-23 Emilie Sakat , Antoine Moreau , Jean-Paul Hugonin

It is widely believed that the underlying reality behind statistical mechanics is a deterministic and unitary time evolution of a many-particle wave function, even though this is in conflict with the irreversible, stochastic nature of…

统计力学 · 物理学 2017-05-16 Barbara Drossel

In this papper, a quantum dynamical model describing the quantum measurement process is presented as an extensive generalization of the Coleman-Hepp model. In both the classical limit with very large quantum number and macroscopic limit…

高能物理 - 理论 · 物理学 2009-10-22 Chang-Pu Sun

Shattering of a brittle material such as glass occurs dynamically through a propagating failure wave, which however, can not be assigned to any of the classical waves of the elasto-plastic theories of materials. Such failure waves have been…

偏微分方程分析 · 数学 2018-12-21 Hamid A. Said , James Glimm

The analysis of a general multibody physical system governed by Einstein's equations in quite difficult, even if numerical methods (on a computer) are used. Some of the difficulties -- many coupled degrees of freedom, dynamic instability --…

广义相对论与量子宇宙学 · 物理学 2008-11-26 James A. Isenberg

List learning is a variant of supervised classification where the learner outputs multiple plausible labels for each instance rather than just one. We investigate classical principles related to generalization within the context of list…

机器学习 · 计算机科学 2026-03-24 Steve Hanneke , Shay Moran , Tom Waknine

The "Comment on: Detecting Vanishing Dimensions Via Primordial Gravitational Wave Astronomy" [arXiv:1104.1223] is misleading and premised on a misinterpretation of the main content of Phys. Rev. Lett. 106, 101101 (2011) [arXiv:1102.3434].…

广义相对论与量子宇宙学 · 物理学 2015-05-30 Jonas Mureika , Dejan Stojkovic

It is emphasized that the collapse postulate of standard quantum theory can violate conservation of energy-momentum and there is no indication from where the energy-momentum comes or to where it goes. Likewise, in the Continuous Spontaneous…

量子物理 · 物理学 2022-10-12 Philip Pearle

Understanding human dynamics is of major scientific and practical importance and can be increasingly addressed in a quantitative fashion thanks to electronic records capturing various human activity patterns. The authors of Ref. [1] revisit…

数据分析、统计与概率 · 物理学 2007-05-23 A. -L. Barabasi , K. -I. Goh , A. Vazquez

The ancient Gamow liquid drop model of nuclear energies has had a renewed life as an interesting problem in the calculus of variations: Find a set $\Omega \subset \mathbb R^3$ with given volume A that minimizes the sum of its surface area…

数学物理 · 物理学 2015-03-03 Rupert L. Frank , Elliott H. Lieb

The semiclassical description of the dynamics of wave packets in periodic potentials and subject to an applied force relies on the concepts of effective mass and anomalous transport. This picture is valid if the force changes slowly in time…

介观与纳米尺度物理 · 物理学 2014-11-11 Y. Fang , Federico Duque-Gomez , J. E. Sipe

The wave mechanics theory of microwave absorption challenges the long-standing impedance-matching and quarter-wavelength paradigms by demonstrating that conventional models mistakenly conflate bulk material parameters with thin-film…

物理与社会 · 物理学 2025-08-27 Yue Liu , Ying Liu , Michael G. B. Drew

We challenge a widely accepted assumption of observational cosmology: that successful reconstruction of observed galaxy density fields from measured galaxy velocity fields (or vice versa), using the methods of gravitational instability…

天体物理学 · 物理学 2009-10-22 A. Babul , D. Weinberg , A. Dekel , J. Ostriker

We consider stochastic dynamics of lattice systems with finite local state space, possibly at low temperature, and possibly non-reversible. We assume the additional regularity properties on the dynamics: a) There is at least one stationary…

概率论 · 数学 2017-09-04 Benedikt Jahnel , Christof Kuelske