標題: Titlebook: Geometric Structures of Statistical Physics, Information Geometry, and Learning; SPIGL‘20, Les Houche Frédéric Barbaresco,Frank Nielsen Con [打印本頁] 作者: 充裕 時間: 2025-3-21 18:15
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書目名稱Geometric Structures of Statistical Physics, Information Geometry, and Learning影響因子(影響力)學科排名
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書目名稱Geometric Structures of Statistical Physics, Information Geometry, and Learning網(wǎng)絡公開度學科排名
書目名稱Geometric Structures of Statistical Physics, Information Geometry, and Learning被引頻次
書目名稱Geometric Structures of Statistical Physics, Information Geometry, and Learning被引頻次學科排名
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書目名稱Geometric Structures of Statistical Physics, Information Geometry, and Learning讀者反饋
書目名稱Geometric Structures of Statistical Physics, Information Geometry, and Learning讀者反饋學科排名
作者: Estrogen 時間: 2025-3-21 21:49 作者: 催眠 時間: 2025-3-22 01:24
Sequelae of Ebola Virus Disease, by briefly reviewing the different approaches to build densities on a manifold and shows the interest of wrapped distributions. We then construct wrapped densities on .(.) and discuss their statistical estimation. We conclude by an opening to the case of symmetric spaces.作者: Harass 時間: 2025-3-22 08:14
https://doi.org/10.1007/978-94-015-5853-2nsion space. The entropy is generalized as a 4-vector and the temperature as a 5-vector. The introduction of the friction and momentum tensors allows to obtain a covariant formulation of the first and second principles of Thermodynamics.作者: notion 時間: 2025-3-22 11:32 作者: 獨白 時間: 2025-3-22 14:04 作者: 獨白 時間: 2025-3-22 18:52 作者: goodwill 時間: 2025-3-23 00:58
Galilean Thermodynamics of Continuansion space. The entropy is generalized as a 4-vector and the temperature as a 5-vector. The introduction of the friction and momentum tensors allows to obtain a covariant formulation of the first and second principles of Thermodynamics.作者: strain 時間: 2025-3-23 05:14
Nonparametric Estimations and the Diffeological Fisher Metricnd slightly extending Lê’s theory in [.] to include weakly .-diffeological statistical models. Then we introduce the resulting notions of the diffeological Fisher distance, the diffeological Hausdorff–Jeffrey measure and explain their role in classical and Bayesian nonparametric estimation problems in statistics.作者: 感情脆弱 時間: 2025-3-23 09:37 作者: Lice692 時間: 2025-3-23 10:31 作者: condemn 時間: 2025-3-23 14:59 作者: 他去就結束 時間: 2025-3-23 21:06
https://doi.org/10.1007/978-3-322-88176-2nder the title “Structure of Dynamical Systems, a Symplectic View of Physics”, is a work with an exceptional wealth which, fifty years after its publication, is still topical. In this paper, we give a brief description of its content and we intend to highlight the ideas that to us, are the most crea作者: Lipohypertrophy 時間: 2025-3-23 23:38
,überlagerung von Potentialstr?mungen,“Lie groups thermodynamics”. This model was initially described in chapter IV “Statistical Mechanics” of his book “Structure of dynamical systems” published in 1969. We have translated in English some parts of three Souriau’s publications which provide more details about this geometric model of Ther作者: 抵消 時間: 2025-3-24 06:06 作者: happiness 時間: 2025-3-24 07:14 作者: Stress 時間: 2025-3-24 13:19 作者: 斑駁 時間: 2025-3-24 15:54 作者: 能夠支付 時間: 2025-3-24 22:50 作者: 傲慢物 時間: 2025-3-24 23:09
Simon E. Coppard,Juan José Alvaradok is formed of the trio described in Prologue. Statistical models form a subcategory of the category of statistical manifolds. Intuitively, think of the notion of Foliation as (geometrical or topological) study of (discrete, continuous or differentiable) partitions. The Geometry of Statistical manif作者: MERIT 時間: 2025-3-25 06:34 作者: laparoscopy 時間: 2025-3-25 09:44
Hakimeh Sadeghian,Zahra Savand-Roomimics?(see, [., .]). We specifically focus on the case of simple and open systems, in which the thermodynamic state is represented by one single entropy and the transfer of matter and heat with the exterior is included. We clarify the geometric structure by introducing an induced Dirac structure on t作者: CLEAR 時間: 2025-3-25 13:43
Conducting a Cardiac Ultrasound Examinationontents of this paper and the one already published in?[.] provide a geometrical formulation, which tries to shed more light on the properties of thermodynamic systems without claiming to be a definitive theory. In order to model the time evolution of systems verifying the two laws of thermodynamics作者: Surgeon 時間: 2025-3-25 18:53 作者: VOC 時間: 2025-3-25 20:43
Ischemia and Myocardial Infarctionincorporating boundary integral method and time integrator in Lie group setting. By assuming inviscid and incompressible fluid, the configuration space of the MBS-fluid system is reduced by eliminating fluid variables via symplectic reduction without compromising any accuracy. Consequently, the equa作者: Ventilator 時間: 2025-3-26 00:57
The Naming and Classification of , SpeciesWe consider the integrable Hamiltonian System of the Peakons-Anti Peakons associated with the Camassa-Holm equation. Following previous contributions of Nakamura for the Toda Lattice, we discuss its link with the Geometry of Information.作者: Tincture 時間: 2025-3-26 05:07
Physiology and Biochemistry of Echinostomes,This chapter is a revised version of a tutorial lecture that I presented at the école de Physique des Houches on July 26–31 2020. Topics include: Non-parametric Information Geometry, the Statistical bundle, exponential Orlicz spaces, and Gaussian Orlicz-Sobolev spaces.作者: 拖債 時間: 2025-3-26 12:25 作者: 低三下四之人 時間: 2025-3-26 12:43
A Lecture About the Use of Orlicz Spaces in Information GeometryThis chapter is a revised version of a tutorial lecture that I presented at the école de Physique des Houches on July 26–31 2020. Topics include: Non-parametric Information Geometry, the Statistical bundle, exponential Orlicz spaces, and Gaussian Orlicz-Sobolev spaces.作者: 啪心兒跳動 時間: 2025-3-26 17:41 作者: 間諜活動 時間: 2025-3-26 23:16
Jean-Marie Souriau’s Symplectic Model of Statistical Physics: Seminal Papers on Lie Groups Thermodyn“Lie groups thermodynamics”. This model was initially described in chapter IV “Statistical Mechanics” of his book “Structure of dynamical systems” published in 1969. We have translated in English some parts of three Souriau’s publications which provide more details about this geometric model of Ther作者: accrete 時間: 2025-3-27 02:18
Souriau-Casimir Lie Groups Thermodynamics and Machine Learningel considers the statistical mechanics of dynamic systems in their “space of evolution” associated to a homogeneous symplectic manifold by a Lagrange 2-form, and defines in case of non-null cohomology (non equivariance of the coadjoint action on the moment map with appearance of an additional cocyle作者: aggravate 時間: 2025-3-27 07:47 作者: 冬眠 時間: 2025-3-27 09:40
Wrapped Statistical Models on Manifolds: Motivations, The Case ,(,), and Generalization to Symmetric by briefly reviewing the different approaches to build densities on a manifold and shows the interest of wrapped distributions. We then construct wrapped densities on .(.) and discuss their statistical estimation. We conclude by an opening to the case of symmetric spaces.作者: dithiolethione 時間: 2025-3-27 14:49
Galilean Thermodynamics of Continuansion space. The entropy is generalized as a 4-vector and the temperature as a 5-vector. The introduction of the friction and momentum tensors allows to obtain a covariant formulation of the first and second principles of Thermodynamics.作者: acquisition 時間: 2025-3-27 19:17
Nonparametric Estimations and the Diffeological Fisher Metricnd slightly extending Lê’s theory in [.] to include weakly .-diffeological statistical models. Then we introduce the resulting notions of the diffeological Fisher distance, the diffeological Hausdorff–Jeffrey measure and explain their role in classical and Bayesian nonparametric estimation problems 作者: 歡樂東方 時間: 2025-3-27 22:10 作者: Parameter 時間: 2025-3-28 05:34 作者: 被詛咒的人 時間: 2025-3-28 08:29
Dirac Structures and Variational Formulation of Thermodynamics for Open Systemsmics?(see, [., .]). We specifically focus on the case of simple and open systems, in which the thermodynamic state is represented by one single entropy and the transfer of matter and heat with the exterior is included. We clarify the geometric structure by introducing an induced Dirac structure on t作者: 新星 時間: 2025-3-28 12:04 作者: 永久 時間: 2025-3-28 15:13 作者: malign 時間: 2025-3-28 20:42
Computational Dynamics of Reduced Coupled Multibody-Fluid System in Lie Group Settingincorporating boundary integral method and time integrator in Lie group setting. By assuming inviscid and incompressible fluid, the configuration space of the MBS-fluid system is reduced by eliminating fluid variables via symplectic reduction without compromising any accuracy. Consequently, the equa作者: 跳動 時間: 2025-3-29 01:48
Conference proceedings 2021s encountered in AI question the very foundations of statistical physics. This interplay between AI and statistical physics has been attested since the birth of AI, and principles underpinning statistical physics can shed new light on the conceptual basis of AI. During the last fifty years, statisti作者: FUSE 時間: 2025-3-29 04:46
2194-1009 w insights from statistical machine learning.Combines numeri.Machine learning and artificial intelligence increasingly use methodological tools rooted in statistical physics. Conversely, limitations and pitfalls encountered in AI question the very foundations of statistical physics. This interplay b作者: indignant 時間: 2025-3-29 11:00 作者: BOOST 時間: 2025-3-29 14:03
An Exponential Family on the Upper Half Plane and Its Conjugate Priorhe explicit form for the family of Poincaré distributions on the upper half plane. Here, Poincaré distributions are essentially the same with the hyperboloid distributions on the 2-dimensional hyperbolic space in the sense of Jensen.作者: 轉換 時間: 2025-3-29 15:57
,überlagerung von Potentialstr?mungen,ctomorphisms. Souriau Entropy is invariant under the action of the group acting on the homogeneous symplectic manifold. As quoted by Souriau, these equations are universal and could be also of great interest in Mathematics.作者: Palate 時間: 2025-3-29 19:49 作者: 水土 時間: 2025-3-30 03:40 作者: 動機 時間: 2025-3-30 07:32
The Geometry of Some Thermodynamic Systemsn and Hamiltonian formalism, discussing the fundamental principles from which the equations are derived. An important class of systems that is naturally covered by our formalism are composed thermodynamic systems, which are described by at least two thermal variables and exchange heat between its components.作者: 漂浮 時間: 2025-3-30 08:52 作者: headlong 時間: 2025-3-30 15:39
Teresa S. M. Tsang,Larry J. Sinak,Jae K. Ohn within the levels of description, that is also to be recognized. This is how Poisson geometry enters machine learning. Learning to handle free surface liquids and damped rigid body rotation serves as an illustration.作者: Disk199 時間: 2025-3-30 17:53 作者: myocardium 時間: 2025-3-31 00:21 作者: 爭吵加 時間: 2025-3-31 04:25
Souriau-Casimir Lie Groups Thermodynamics and Machine Learningteristic function, dual of Entropy by Legendre transform, as a generalized Casimir invariant function in adjoint representation, where Souriau cocycle is a measure of the lack of equivariance of the moment mapping. The dual space of the Lie algebra foliates into coadjoint orbits that are also the le
