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This paper proposes a novel perspective on learning, positing it as the pursuit of dynamical invariants -- data combinations that remain constant or exhibit minimal change over time as a system evolves. This concept is underpinned by both…

人工智能 · 计算机科学 2024-01-22 Alex Ushveridze

The purpose of this study is to consider the near future of civilization in the framework of thermodynamics. Kardashev's proposal to evaluate the development of celestial civilizations by the amount of energy they are able to use was…

物理与社会 · 物理学 2021-07-12 Vladimir Kh. Dobruskin

In the context of global sustainability, buildings are significant consumers of energy, emphasizing the necessity for innovative strategies to enhance efficiency and reduce environmental impact. This research leverages extensive raw data…

机器学习 · 计算机科学 2024-03-22 Hamed Khosravi , Hadi Sahebi , Rahim khanizad , Imtiaz Ahmed

Abstract: The rising global temperatures caused by climate change significantly impact energy consumption and electricity generation. Fluctuating temperatures and frequent extreme weather events disrupt energy production and consumption…

物理与社会 · 物理学 2024-12-18 MohammadReza Askari , Navid Parsa

Current rapid changes in climate increase the urgency to change energy production and consumption management, to reduce carbon and other green-house gas production. In this context, the French electricity network management company RTE…

人工智能 · 计算机科学 2022-07-22 Gaëtan Serré , Eva Boguslawski , Benjamin Donnot , Adrien Pavão , Isabelle Guyon , Antoine Marot

How far can we take the resource theoretic approach to explore physics? Resource theories like LOCC, reference frames and quantum thermodynamics have proven a powerful tool to study how agents who are subject to certain constraints can act…

量子物理 · 物理学 2015-12-01 Lidia del Rio , Lea Kraemer , Renato Renner

A general nonequilibrium thermodynamic theory is developed for time-dependent Langevin dynamics, starting from the common definition of nonequilibrium Gibbs entropy. It is shown that the notations appearing in the First and the Second Law…

统计力学 · 物理学 2009-04-15 Hao Ge

In this report, we share findings from a nationally representative survey of US public school math and science teachers, examining current generative AI (GenAI) use, perceptions, constraints, and institutional support. We show trends in…

The need for highly qualified physics teachers in the U.S. is well established, and reform efforts are underway to develop novel and innovative teacher professional development experiences to improve the quality of K-12 physics education.…

物理教育 · 物理学 2018-12-09 Mike Ross , Ben Van Dusen , Samson Sherman , Valerie Otero

I give a pedagogical introduction to the physics of electroweak symmetry breaking and the uses of effective field theory in the context of Higgs physics. Higgs boson production and decay at the LHC and the consistency of the Higgs…

高能物理 - 唯象学 · 物理学 2018-01-03 S. Dawson

An energy condition, in the context of a wide class of spacetime theories (including general relativity), is, crudely speaking, a relation one demands the stress-energy tensor of matter satisfy in order to try to capture the idea that…

物理学史与哲学 · 物理学 2021-03-04 Erik Curiel

In a recent companion paper, we observed that the rules of ordinary thermodynamics generally fail to respect thermal duality, a symmetry of string theory under which the physics at temperature T is related to the physics at the inverse…

高能物理 - 理论 · 物理学 2009-11-10 Keith R. Dienes , Michael Lennek

We investigate student understanding of energy and momentum concepts at the level of introductory physics by designing and administering a 25-item multiple choice test and conducting individual interviews. We find that most students have…

物理教育 · 物理学 2019-02-18 Chandralekha Singh , David Rosengran

We discuss the role of the internal forces and how their work changes the energy of a system. We illustrate the contribution of the internal work to the variation of the system's energy, using a pure mechanical example, a thermodynamical…

物理教育 · 物理学 2016-06-02 Julio Guemez , Manuel Fiolhais , Lucilia Brito

It has been commonly observed that a teacher model with superior performance does not necessarily result in a stronger student, highlighting a discrepancy between current teacher training practices and effective knowledge transfer. In order…

计算与语言 · 计算机科学 2024-05-16 Yuxin Ren , Zihan Zhong , Xingjian Shi , Yi Zhu , Chun Yuan , Mu Li

The pivotal point of the paper is to discuss the behavior of temperature, pressure, energy density as a function of volume along with determination of caloric EoS from following two model: $w(z)=w_{0}+w_{1}\ln(1+z)$ & $…

综合物理 · 物理学 2015-03-09 Sridip Pal , Ritabrata Biswas

We present a conjugate analysis of two different dark energy models investigating both their agreement with recent data and their thermodynamical properties. The successful match with the data allows to both constrain the model parameters…

宇宙学与河外天体物理 · 物理学 2017-10-11 Vincenzo F. Cardone , Ninfa Radicella , Antonio Troisi

The controversial existence of negative temperatures has stirred interesting debates that have reached the foundations of thermodynamics, including questions on the second law, the Carnot efficiency and the statistical definition of…

统计力学 · 物理学 2019-06-26 Salvatore Calabrese , Amilcare Porporato

At very small scales, thermodynamic energy exchanges like work and heat become comparable to thermal energy of the system, which leads to unusual phenomena like the transient violations of Second Law. We explore the generic characters of…

统计力学 · 物理学 2019-06-25 Sourabh Lahiri , Arun M Jayannavar

This paper examines the educational impact of the implementation of "Changes in Energy and Momentum" from the Tutorials in Introductory Physics in five different instructional settings. These settings include (1) a completely computer-based…

物理教育 · 物理学 2012-01-04 C. Slezak , K. M. Koenig , R. J. Endorf , G. A. Braun