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arxiv.org πŸ“… 2022 πŸ“° arXiv πŸ“„ PDF
Improving Sensitivity of an Amplitude-Modulated Magneto-Optical Atomic Magnetometer using Squeezed Light
πŸ‘€ Jiahui Li; Irina Novikova

We experimentally demonstrate that a squeezed probe optical field can improve the sensitivity of the magnetic field measurements based on nonlinear magneto-optical rotation (NMOR) with an amplitude-modulated pump when compared to a coherent probe field under identical conditions. To realize an all-atomic magnetometer p…

quant-ph physics.atom-ph physics.optics
DOI: 10.1364/JOSAB.471677
arxiv.org πŸ“… 2026 πŸ“° arXiv πŸ“„ PDF
Granularity Noise Limit in Atomic-Ensemble-Based Metrology
πŸ‘€ Chen-Rong Liu; Chuang Li; Runxia Tao; Yixuan Wang; Mingti Zhou; Xinqing Wang; Ying Dong

Conventional noise analysis in atomic-ensemble sensing assumes a continuous-medium approximation, thereby treating the atomic system as a deterministic dielectric. Here, we demonstrate that this assumption breaks down due to the discrete, particulate nature of the ensemble, giving rise to an intrinsic "atomic granulari…

quant-ph physics.atom-ph
arxiv.org πŸ“… 2020 πŸ“° arXiv πŸ“„ PDF
Heteroscedasticity and angle resolution in high-energy particle tracking: revisiting "Beyond the $\sqrt{\mathrm{N}}$ limit of the least squares resolution and the lucky model", by G. Landi and G. E. Landi
πŸ‘€ Denis Bernard

I re-examine a recent work by G. Landi and G. E. Landi. [arXiv:1808.06708 [physics.ins-det]], in which the authors claim that the resolution of a tracker ca vary linearly with the number of detection layers, $N$, that is, faster than the commonly known $\sqrt{N}$ variation, for a tracker of fixed length, in case the pr…

physics.data-an physics.ins-det
semanticscholar.org πŸ“… 2025 πŸ“° Nature πŸ”– 5,401 citations
DeepSeek-R1 incentivizes reasoning in LLMs through reinforcement learning
πŸ‘€ DeepSeek-AI; Daya Guo; Dejian Yang; Haowei Zhang; Jun-Mei Song; Ruoyu Zhang; R. Xu; Qihao Zhu; Shirong Ma; Peiyi Wang; Xiaoling Bi; Xiaokang Zhang; Xingkai Yu; Yu Wu; Z. F. Wu; Zhibin Gou; Zhihong Shao; Zhuoshu Li; Ziyi Gao; A. Liu; Bing Xue; Bing-Li Wang; Bochao Wu; B. Feng; Chengda Lu; Chenggang Zhao; C. Deng; Chenyu Zhang; C. Ruan; Damai Dai; Deli Chen; Dong-Li Ji; Erhang Li; Fangyun Lin; Fucong Dai; Fuli Luo; Guangbo Hao; Guanting Chen; Guowei Li; H. Zhang; Han Bao; Hanwei Xu; Haocheng Wang; Honghui Din

General reasoning represents a long-standing and formidable challenge in artificial intelligence (AI). Recent breakthroughs, exemplified by large language models (LLMs)1,2 and chain-of-thought (CoT) prompting3, have achieved considerable success on foundational reasoning tasks. However, this success is heavily continge…

DOI: 10.1038/s41586-025-09422-z
semanticscholar.org πŸ“… 2021 πŸ“° arXiv.org πŸ”– 1 citations
On the Origin of Species of Self-Supervised Learning
πŸ‘€ Samuel Albanie; Erika Lu; JoΓ£o F. Henriques

In the quiet backwaters of cs.CV, cs.LG and stat.ML, a cornucopia of new learning systems is emerging from a primordial soup of mathematics-learning systems with no need for external supervision. To date, little thought has been given to how these self-supervised learners have sprung into being or the principles that g…

arxiv.org πŸ“… 2000 πŸ“° arXiv πŸ“„ PDF
Thomas precession angle and spinor algebra
πŸ‘€ Shao-Hsuan Chiu; T. K. Kuo

See math-ph/0205036 for an expanded version.…

physics.class-ph physics.gen-ph
arxiv.org πŸ“… 2009 πŸ“° arXiv πŸ“„ PDF
Report on the current state of the French DMLs
πŸ‘€ Thierry Bouche

This is a survey of the existing digital collections of French mathematical literature, run by non-profit organizations. This includes research monographs, serials, proceedings, Ph. D. theses, collected works, books and personal websites.…

cs.DL
arxiv.org πŸ“… 2023 πŸ“° arXiv πŸ“„ PDF
On the unitary representation theory of locally compact contraction groups
πŸ‘€ Max Carter

The unitary representation theory of locally compact contraction groups and their semi-direct products with $\mathbb{Z}$ is studied. We put forward the problem of completely characterising such groups which are type I or CCR and this article provides a stepping stone towards a solution to this problem. In particular, w…

math.GR math.OA math.RT
arxiv.org πŸ“… 2015 πŸ“° arXiv πŸ“„ PDF
A structural theory of everything
πŸ‘€ Brian D. Josephson

In this paper it is argued that Barad's Agential Realism, an approach to quantum mechanics originating in the philosophy of Niels Bohr, can be the basis of a 'theory of everything' consistent with a proposal of Wheeler that observer-participancy is the foundation of everything. On the one hand, agential realism can be …

physics.gen-ph physics.hist-ph quant-ph
arxiv.org πŸ“… 2009 πŸ“° arXiv πŸ“„ PDF
There is no "Theory of Everything" inside E8
πŸ‘€ Jacques Distler; Skip Garibaldi

We analyze certain subgroups of real and complex forms of the Lie group E8, and deduce that any "Theory of Everything" obtained by embedding the gauge groups of gravity and the Standard Model into a real or complex form of E8 lacks certain representation-theoretic properties required by physical reality. The arguments …

math.RT hep-th
DOI: 10.1007/s00220-010-1006-y
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