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Discriminative learning machines often need a large set of labeled samples for training. Active learning (AL) settings assume that the learner has the freedom to ask an oracle to label its desired samples. Traditional AL algorithms…

机器学习 · 统计学 2018-05-24 Arash Mehrjou , Mehran Khodabandeh , Greg Mori

Rheotaxis is a well-known phenomenon among microbial organisms and artificial active colloids, wherein the swimmers respond to an imposed flow. We report the first experimental evidence of upstream rheotaxis by spherical active droplets. It…

软凝聚态物质 · 物理学 2021-08-20 Prateek Dwivedi , Atishay Shrivastava , Dipin Pillai , Rahul Mangal

Undesired wave reflections, which occur at domain boundaries in flow simulations with free-surface waves, can be minimized by applying source terms in the vicinity of the boundary to damp the waves. Examples of such approaches are absorbing…

流体动力学 · 物理学 2017-11-13 Robinson Perić , Moustafa Abdel-Maksoud

Entropy production of an active particle in an external potential is identified through a thermodynamically consistent minimal lattice model that includes the chemical reaction providing the propulsion and ordinary translational noise. In…

统计力学 · 物理学 2017-12-01 Patrick Pietzonka , Udo Seifert

The effective metric is introduced by means of two examples (non-linear electromagnetism and hydrodynamics),along with applications in Astrophysics. A sketch of the generality of the effect is also given.

天体物理学 · 物理学 2008-11-26 Santiago E. Perez Bergliaffa

We present some arguments why existing methods for representing agents fall short in applications crucial to artificial life. Using a thought experiment involving a fictitious dynamical systems model of the biosphere we argue that the…

人工智能 · 计算机科学 2017-04-11 Martin Biehl , Takashi Ikegami , Daniel Polani

Exitation of atomic levels due to interaction with electromagnetic waves has been the subject of numerous works, both experimental and theoretical. This topic became of interest in accelerator physics in relation to high efficiency charge…

斑图形成与孤子 · 物理学 2007-08-31 V. Danilov

We develop a new active learning algorithm for the streaming setting satisfying three important properties: 1) It provably works for any classifier representation and classification problem including those with severe noise. 2) It is…

机器学习 · 计算机科学 2016-01-08 Tzu-Kuo Huang , Alekh Agarwal , Daniel J. Hsu , John Langford , Robert E. Schapire

Understanding stochastic thermodynamics of active Brownian particles (ABPs) system has been an important topic in very recent years. In this article we study a general model of active Brownian particle systems by introducing a…

统计力学 · 物理学 2022-05-11 Zhiyu Cao , Jie Su , Huijun Jiang , Zhonghuai Hou

Droplets, sub-millilitre liquid volumes with at least one interface, have traditionally served as compartments for storing, transporting, and delivering materials. Beyond familiar applications in food, coatings, and consumer goods, they…

软凝聚态物质 · 物理学 2025-12-16 Joe Forth , Robert Malinowski , Giorgio Volpe

The loss of particles due to highly inelastic reactions has previously been taken into account in effective field theories for low-energy particles by adding local anti-Hermitian terms to the effective Hamiltonian. An additional…

高能物理 - 唯象学 · 物理学 2016-12-26 Eric Braaten , Hans-Werner Hammer , G. Peter Lepage

We verify the use of an evaporating sessile water droplet as a source of dynamic interference fringes in a Fizeau-like interferometer. Experimentally-obtained interference patterns are compared with those produced by a geometrical…

光学 · 物理学 2023-06-23 Jean-Felix Milette , Aidan Karmali

We address the fundamental question of how to optimally probe a scene with electromagnetic (EM) radiation to yield a maximum amount of information relevant to a particular task. Machine learning (ML) techniques have emerged as powerful…

Many practical applications exploit an external local magnetic field -- magnetic obstacle -- as an essential part of their constructions. Recently, it has been demonstrated that the flow of an electrically conducting fluid influenced by an…

流体动力学 · 物理学 2008-09-12 E. V. Votyakov , E. Zienicke , Yu. Kolesnikov

A rigorous derivation of the density functional via the effective action in the Hohenberg-Kohn theory is outlined. Using the auxiliary field method, in which the electric coupling constant $e^2$ need not be small, we show that the loop…

其他凝聚态物理 · 物理学 2009-09-22 Yi-Kuo Yu

The last few years have seen an explosion of interest in hydrodynamic effects in interacting electron systems in ultra-pure materials. One such material, graphene, is not only an excellent platform for the experimental realization of the…

介观与纳米尺度物理 · 物理学 2022-07-21 Boris N. Narozhny

We propose, for the first time, that an array of diamond plaquettes, each possessing vanishing net magnetization, can achieve complete spin polarization over a broad bias window. Furthermore, this system can be utilized to realize…

介观与纳米尺度物理 · 物理学 2025-05-28 Debjani Das Gupta , Santanu K. Maiti

Relativistically covariant equation of motion for real dust particle under the action of electromagnetic radiation is derived. The particle is neutral in charge. Equation of motion is expressed in terms of particle's optical properties,…

天体物理学 · 物理学 2007-05-23 Jozef Klacka

Chemically active droplets provide simple models for cell-like systems that can grow and divide. Such active droplet systems are driven away from thermodynamic equilibrium and turn over chemically, which corresponds to a simple metabolism.…

生物物理 · 物理学 2022-09-28 Jonathan Bauermann , Christoph A. Weber , Frank Jülicher

We study,numerically, the dynamical behavior of an electron in a two site nonlinear system driven by dc and ac electric field separately. We also study, numerically, the effect of electric field on single static impurity and antidimeric…

无序系统与神经网络 · 物理学 2009-10-30 B. C. Gupta , P. A. Sreeram
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