首页 > 最新文献

Reports on Progress in Physics最新文献

英文 中文
Quantum many-body scars and Hilbert space fragmentation: a review of exact results 量子多体伤痕与希尔伯特空间碎片:对精确结果的回顾
IF 18.1 1区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2021-09-01 DOI: 10.1088/1361-6633/ac73a0
Sanjay Moudgalya, B. Bernevig, N. Regnault
The discovery of quantum many-body scars (QMBS) both in Rydberg atom simulators and in the Affleck–Kennedy–Lieb–Tasaki spin-1 chain model, have shown that a weak violation of ergodicity can still lead to rich experimental and theoretical physics. In this review, we provide a pedagogical introduction to and an overview of the exact results on weak ergodicity breaking via QMBS in isolated quantum systems with the help of simple examples such as the fermionic Hubbard model. We also discuss various mechanisms and unifying formalisms that have been proposed to encompass the plethora of systems exhibiting QMBS. We cover examples of equally-spaced towers that lead to exact revivals for particular initial states, as well as isolated examples of QMBS. Finally, we review Hilbert space fragmentation, a related phenomenon where systems exhibit a richer variety of ergodic and non-ergodic behaviors, and discuss its connections to QMBS.
在Rydberg原子模拟器和Affleck-Kennedy-Lieb-Tasaki自旋-1链模型中发现的量子多体伤痕(QMBS)表明,弱的遍历性违反仍然可以导致丰富的实验和理论物理。在这篇综述中,我们通过费米子哈伯德模型等简单的例子,对孤立量子系统中通过QMBS进行弱遍历破缺的确切结果进行了教学介绍和概述。我们还讨论了各种机制和统一的形式,这些机制和形式已经被提出,以涵盖展示QMBS的过多系统。我们介绍了等间隔塔的例子,这些例子导致特定初始状态的精确恢复,以及QMBS的孤立例子。最后,我们回顾了Hilbert空间碎片化这一相关现象,其中系统表现出更丰富的遍历和非遍历行为,并讨论了它与QMBS的联系。
{"title":"Quantum many-body scars and Hilbert space fragmentation: a review of exact results","authors":"Sanjay Moudgalya, B. Bernevig, N. Regnault","doi":"10.1088/1361-6633/ac73a0","DOIUrl":"https://doi.org/10.1088/1361-6633/ac73a0","url":null,"abstract":"The discovery of quantum many-body scars (QMBS) both in Rydberg atom simulators and in the Affleck–Kennedy–Lieb–Tasaki spin-1 chain model, have shown that a weak violation of ergodicity can still lead to rich experimental and theoretical physics. In this review, we provide a pedagogical introduction to and an overview of the exact results on weak ergodicity breaking via QMBS in isolated quantum systems with the help of simple examples such as the fermionic Hubbard model. We also discuss various mechanisms and unifying formalisms that have been proposed to encompass the plethora of systems exhibiting QMBS. We cover examples of equally-spaced towers that lead to exact revivals for particular initial states, as well as isolated examples of QMBS. Finally, we review Hilbert space fragmentation, a related phenomenon where systems exhibit a richer variety of ergodic and non-ergodic behaviors, and discuss its connections to QMBS.","PeriodicalId":21110,"journal":{"name":"Reports on Progress in Physics","volume":"21 1","pages":""},"PeriodicalIF":18.1,"publicationDate":"2021-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75115508","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 181
Study of the Synthesis of Super Heavy Nuclei Based on Dinuclear System 基于双核体系合成超重核的研究
IF 18.1 1区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2021-08-20 DOI: 10.13725/J.CNKI.PIP.2021.04.001
Wang Yi-peng, Guo Shu-qing, Bao Xiao-jun, Deng Jun-gang, Zhang Hong-fei
{"title":"Study of the Synthesis of Super Heavy Nuclei Based on Dinuclear System","authors":"Wang Yi-peng, Guo Shu-qing, Bao Xiao-jun, Deng Jun-gang, Zhang Hong-fei","doi":"10.13725/J.CNKI.PIP.2021.04.001","DOIUrl":"https://doi.org/10.13725/J.CNKI.PIP.2021.04.001","url":null,"abstract":"","PeriodicalId":21110,"journal":{"name":"Reports on Progress in Physics","volume":"277 1","pages":"157"},"PeriodicalIF":18.1,"publicationDate":"2021-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79600520","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Superconductivity in infinite-layer nickelates 无限层镍酸盐中的超导性
IF 18.1 1区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2021-07-27 DOI: 10.1088/1361-6633/ac5a60
Y. Nomura, R. Arita
The recent discovery of the superconductivity in the doped infinite layer nickelates RNiO2 (R = La, Pr, Nd) is of great interest since the nickelates are isostructural to doped (Ca, Sr)CuO2 having superconducting transition temperature (T c) of about 110 K. Verifying the commonalities and differences between these oxides will certainly give a new insight into the mechanism of high T c superconductivity in correlated electron systems. In this paper, we review experimental and theoretical works on this new superconductor and discuss the future perspectives for the ‘nickel age’ of superconductivity.
最近在掺无限层镍酸盐RNiO2 (R = La, Pr, Nd)中发现的超导性引起了极大的兴趣,因为镍酸盐与掺(Ca, Sr)CuO2是同结构的,超导转变温度(T c)约为110 K。验证这些氧化物之间的共性和差异,必将对相关电子系统中高温超导的机理提供新的认识。本文综述了这种新型超导体的实验和理论工作,并讨论了超导“镍时代”的未来前景。
{"title":"Superconductivity in infinite-layer nickelates","authors":"Y. Nomura, R. Arita","doi":"10.1088/1361-6633/ac5a60","DOIUrl":"https://doi.org/10.1088/1361-6633/ac5a60","url":null,"abstract":"The recent discovery of the superconductivity in the doped infinite layer nickelates RNiO2 (R = La, Pr, Nd) is of great interest since the nickelates are isostructural to doped (Ca, Sr)CuO2 having superconducting transition temperature (T c) of about 110 K. Verifying the commonalities and differences between these oxides will certainly give a new insight into the mechanism of high T c superconductivity in correlated electron systems. In this paper, we review experimental and theoretical works on this new superconductor and discuss the future perspectives for the ‘nickel age’ of superconductivity.","PeriodicalId":21110,"journal":{"name":"Reports on Progress in Physics","volume":"13 1","pages":""},"PeriodicalIF":18.1,"publicationDate":"2021-07-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73135204","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 33
Quantum guessing games with posterior information 后验信息量子猜谜游戏
IF 18.1 1区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2021-07-25 DOI: 10.1088/1361-6633/ac6f0e
C. Carmeli, Teiko Heinosaari, A. Toigo
Quantum guessing games form a versatile framework for studying different tasks of information processing. A quantum guessing game with posterior information uses quantum systems to encode messages and classical communication to give partial information after a quantum measurement has been performed. We present a general framework for quantum guessing games with posterior information and derive structure and reduction theorems that enable to analyze any such game. We formalize symmetry of guessing games and characterize the optimal measurements in cases where the symmetry is related to an irreducible representation. The application of guessing games to incompatibility detection is reviewed and clarified. All the presented main concepts and results are demonstrated with examples.
量子猜谜游戏为研究不同的信息处理任务提供了一个通用的框架。一种后验信息量子竞猜游戏,在量子测量完成后,利用量子系统对信息和经典通信进行编码,给出部分信息。我们提出了一个具有后验信息的量子竞猜游戏的一般框架,并推导了结构和约简定理,使分析任何此类游戏成为可能。我们形式化了竞猜游戏的对称性,并描述了对称与不可约表示相关的情况下的最优测量。本文综述了猜谜游戏在不相容性检测中的应用。所有提出的主要概念和结果都用实例进行了论证。
{"title":"Quantum guessing games with posterior information","authors":"C. Carmeli, Teiko Heinosaari, A. Toigo","doi":"10.1088/1361-6633/ac6f0e","DOIUrl":"https://doi.org/10.1088/1361-6633/ac6f0e","url":null,"abstract":"Quantum guessing games form a versatile framework for studying different tasks of information processing. A quantum guessing game with posterior information uses quantum systems to encode messages and classical communication to give partial information after a quantum measurement has been performed. We present a general framework for quantum guessing games with posterior information and derive structure and reduction theorems that enable to analyze any such game. We formalize symmetry of guessing games and characterize the optimal measurements in cases where the symmetry is related to an irreducible representation. The application of guessing games to incompatibility detection is reviewed and clarified. All the presented main concepts and results are demonstrated with examples.","PeriodicalId":21110,"journal":{"name":"Reports on Progress in Physics","volume":"32 1","pages":""},"PeriodicalIF":18.1,"publicationDate":"2021-07-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89387062","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Proximity effect in topological insulator/superconductor heterostructure 拓扑绝缘体/超导体异质结构中的邻近效应
IF 18.1 1区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2021-06-20 DOI: 10.13725/J.CNKI.PIP.2021.03.001
He Jia-Dian, Ding Yi-Fan, Teng Bo-Lun, D. Peng, L. Yi-Fei, Zhang Yi-wen, Wu Yue-Shen, Wang Jing-Hui, Zhou Xiang, Wang Zhi, Li Jun
{"title":"Proximity effect in topological insulator/superconductor heterostructure","authors":"He Jia-Dian, Ding Yi-Fan, Teng Bo-Lun, D. Peng, L. Yi-Fei, Zhang Yi-wen, Wu Yue-Shen, Wang Jing-Hui, Zhou Xiang, Wang Zhi, Li Jun","doi":"10.13725/J.CNKI.PIP.2021.03.001","DOIUrl":"https://doi.org/10.13725/J.CNKI.PIP.2021.03.001","url":null,"abstract":"","PeriodicalId":21110,"journal":{"name":"Reports on Progress in Physics","volume":"1 1","pages":"113"},"PeriodicalIF":18.1,"publicationDate":"2021-06-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85965272","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
One decade of quantum optimal control in the chopped random basis 切碎随机基量子最优控制的十年研究
IF 18.1 1区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2021-04-15 DOI: 10.1088/1361-6633/ac723c
Matthias M. Müller, R. Said, F. Jelezko, T. Calarco, S. Montangero
The chopped random basis (CRAB) ansatz for quantum optimal control has been proven to be a versatile tool to enable quantum technology applications such as quantum computing, quantum simulation, quantum sensing, and quantum communication. Its capability to encompass experimental constraints—while maintaining an access to the usually trap-free control landscape—and to switch from open-loop to closed-loop optimization (including with remote access—or RedCRAB) is contributing to the development of quantum technology on many different physical platforms. In this review article we present the development, the theoretical basis and the toolbox for this optimization algorithm, as well as an overview of the broad range of different theoretical and experimental applications that exploit this powerful technique.
用于量子最优控制的切碎随机基(CRAB) ansatz已被证明是实现量子计算、量子模拟、量子传感和量子通信等量子技术应用的通用工具。它的能力包括实验限制,同时保持对通常无陷阱的控制环境的访问,并从开环切换到闭环优化(包括远程访问或RedCRAB),这有助于在许多不同的物理平台上发展量子技术。在这篇综述文章中,我们介绍了这种优化算法的发展,理论基础和工具箱,以及利用这种强大技术的广泛不同理论和实验应用的概述。
{"title":"One decade of quantum optimal control in the chopped random basis","authors":"Matthias M. Müller, R. Said, F. Jelezko, T. Calarco, S. Montangero","doi":"10.1088/1361-6633/ac723c","DOIUrl":"https://doi.org/10.1088/1361-6633/ac723c","url":null,"abstract":"The chopped random basis (CRAB) ansatz for quantum optimal control has been proven to be a versatile tool to enable quantum technology applications such as quantum computing, quantum simulation, quantum sensing, and quantum communication. Its capability to encompass experimental constraints—while maintaining an access to the usually trap-free control landscape—and to switch from open-loop to closed-loop optimization (including with remote access—or RedCRAB) is contributing to the development of quantum technology on many different physical platforms. In this review article we present the development, the theoretical basis and the toolbox for this optimization algorithm, as well as an overview of the broad range of different theoretical and experimental applications that exploit this powerful technique.","PeriodicalId":21110,"journal":{"name":"Reports on Progress in Physics","volume":"29 1","pages":""},"PeriodicalIF":18.1,"publicationDate":"2021-04-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77871286","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 44
The muon Smasher’s guide 介子粉碎者的指南
IF 18.1 1区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2021-03-25 DOI: 10.1088/1361-6633/ac6678
Hind Al Ali, N. Arkani-Hamed, Ian Banta, Sean Benevedes, D. Buttazzo, Tianji Cai, Junyi Cheng, T. Cohen, N. Craig, Majid Ekhterachian, JiJi Fan, M. Forslund, I. G. Garcia, S. Homiller, S. Koren, G. Koszegi, Zhen Liu, Qianshu Lu, K. Lyu, Alberto Mariotti, Amara McCune, P. Meade, I. Ojalvo, Umut Oktem, D. Redigolo, M. Reece, F. Sala, R. Sundrum, Dave Sutherland, A. Tesi, Timothy D Trott, C. Tully, Lian-tao Wang, Menghang Wang
We lay out a comprehensive physics case for a future high-energy muon collider, exploring a range of collision energies (from 1 to 100 TeV) and luminosities. We highlight the advantages of such a collider over proposed alternatives. We show how one can leverage both the point-like nature of the muons themselves as well as the cloud of electroweak radiation that surrounds the beam to blur the dichotomy between energy and precision in the search for new physics. The physics case is buttressed by a range of studies with applications to electroweak symmetry breaking, dark matter, and the naturalness of the weak scale. Furthermore, we make sharp connections with complementary experiments that are probing new physics effects using electric dipole moments, flavor violation, and gravitational waves. An extensive appendix provides cross section predictions as a function of the center-of-mass energy for many canonical simplified models.
我们为未来的高能μ子对撞机提供了一个全面的物理案例,探索了碰撞能量(从1到100 TeV)和光度的范围。我们强调了这种对撞机相对于提议的替代方案的优势。我们展示了如何利用介子本身的点状性质以及围绕在光束周围的电弱辐射云来模糊能量和精度之间的二分法,以寻找新的物理学。这一物理学案例得到了一系列应用于电弱对称性破缺、暗物质和弱尺度自然性的研究的支持。此外,我们还与利用电偶极矩、风味破坏和引力波探测新的物理效应的互补实验建立了密切的联系。一个广泛的附录提供了许多典型简化模型的作为质心能量函数的横截面预测。
{"title":"The muon Smasher’s guide","authors":"Hind Al Ali, N. Arkani-Hamed, Ian Banta, Sean Benevedes, D. Buttazzo, Tianji Cai, Junyi Cheng, T. Cohen, N. Craig, Majid Ekhterachian, JiJi Fan, M. Forslund, I. G. Garcia, S. Homiller, S. Koren, G. Koszegi, Zhen Liu, Qianshu Lu, K. Lyu, Alberto Mariotti, Amara McCune, P. Meade, I. Ojalvo, Umut Oktem, D. Redigolo, M. Reece, F. Sala, R. Sundrum, Dave Sutherland, A. Tesi, Timothy D Trott, C. Tully, Lian-tao Wang, Menghang Wang","doi":"10.1088/1361-6633/ac6678","DOIUrl":"https://doi.org/10.1088/1361-6633/ac6678","url":null,"abstract":"We lay out a comprehensive physics case for a future high-energy muon collider, exploring a range of collision energies (from 1 to 100 TeV) and luminosities. We highlight the advantages of such a collider over proposed alternatives. We show how one can leverage both the point-like nature of the muons themselves as well as the cloud of electroweak radiation that surrounds the beam to blur the dichotomy between energy and precision in the search for new physics. The physics case is buttressed by a range of studies with applications to electroweak symmetry breaking, dark matter, and the naturalness of the weak scale. Furthermore, we make sharp connections with complementary experiments that are probing new physics effects using electric dipole moments, flavor violation, and gravitational waves. An extensive appendix provides cross section predictions as a function of the center-of-mass energy for many canonical simplified models.","PeriodicalId":21110,"journal":{"name":"Reports on Progress in Physics","volume":"20 1","pages":""},"PeriodicalIF":18.1,"publicationDate":"2021-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75323720","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 95
Nonlinear Dynamics and Applications of Spin Hall Nano-Oscillators 自旋霍尔纳米振荡器的非线性动力学及其应用
IF 18.1 1区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2020-12-20 DOI: 10.13725/J.CNKI.PIP.2020.06.003
Liu Rong-hua, Li Li-yuan, Chen Li-na, Zhou Kai-yuan, Du You-wei
{"title":"Nonlinear Dynamics and Applications of Spin Hall Nano-Oscillators","authors":"Liu Rong-hua, Li Li-yuan, Chen Li-na, Zhou Kai-yuan, Du You-wei","doi":"10.13725/J.CNKI.PIP.2020.06.003","DOIUrl":"https://doi.org/10.13725/J.CNKI.PIP.2020.06.003","url":null,"abstract":"","PeriodicalId":21110,"journal":{"name":"Reports on Progress in Physics","volume":"7 3 1","pages":"189"},"PeriodicalIF":18.1,"publicationDate":"2020-12-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74220468","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Method for Calculating the Time Required for DNA Looping 计算DNA环化所需时间的方法
IF 18.1 1区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2020-12-20 DOI: 10.13725/J.CNKI.PIP.2020.06.002
Wang Yao-Lai, Zhao Di-Fan, Tang Qian-Yuan
{"title":"A Method for Calculating the Time Required for DNA Looping","authors":"Wang Yao-Lai, Zhao Di-Fan, Tang Qian-Yuan","doi":"10.13725/J.CNKI.PIP.2020.06.002","DOIUrl":"https://doi.org/10.13725/J.CNKI.PIP.2020.06.002","url":null,"abstract":"","PeriodicalId":21110,"journal":{"name":"Reports on Progress in Physics","volume":"136 1","pages":"188"},"PeriodicalIF":18.1,"publicationDate":"2020-12-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79662719","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Simple and statistically sound recommendations for analysing physical theories 简单和统计合理的建议,分析物理理论
IF 18.1 1区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2020-12-17 DOI: 10.1088/1361-6633/ac60ac
Shehu S. Abdussalam, F. Agocs, B. Allanach, P. Athron, Csaba Bal'azs, E. Bagnaschi, P. Bechtle, O. Buchmueller, A. Beniwal, J. Bhom, Sanjay Bloor, T. Bringmann, Andy Buckley, A. Butter, J. E. Camargo-Molina, M. Chrzaszcz, Janice Conrad, Jonathan M. Cornell, M. Danninger, J. Blas, A. Roeck, K. Desch, M. Dolan, H. Dreiner, O. Eberhardt, J. Ellis, Ben Farmer, M. Fedele, H. Flacher, A. Fowlie, T. Gonzalo, Philip Grace, M. Hamer, Will Handley, J. Harz, S. Heinemeyer, S. Hoof, Selim Hotinli, Paul Jackson, F. Kahlhoefer, K. Kowalska, M. Kramer, A. Kvellestad, Miriam Lucio Martínez, F. Mahmoudi, D. M. Santos, G. Martinez, S. Mishima, K. Olive, A. Paul, M. Prim, W. Porod, A. Raklev, Janina J. Renk, C. Rogan, L. Roszkowski, R. R. Austri, Kazuki Sakurai, A. Scaffidi, P. Scott, E. M. Sessolo, T. Stefaniak, Patrick Stöcker, W. Su, S. Trojanowski, R. Trotta, Y. S. Tsai, J. V. D. Abeele, M. Valli, A. Vincent, G. Weiglein, Martin White, P. Wienemann, L. Wu, Yang Zhang
Physical theories that depend on many parameters or are tested against data from many different experiments pose unique challenges to statistical inference. Many models in particle physics, astrophysics and cosmology fall into one or both of these categories. These issues are often sidestepped with statistically unsound ad hoc methods, involving intersection of parameter intervals estimated by multiple experiments, and random or grid sampling of model parameters. Whilst these methods are easy to apply, they exhibit pathologies even in low-dimensional parameter spaces, and quickly become problematic to use and interpret in higher dimensions. In this article we give clear guidance for going beyond these procedures, suggesting where possible simple methods for performing statistically sound inference, and recommendations of readily-available software tools and standards that can assist in doing so. Our aim is to provide any physicists lacking comprehensive statistical training with recommendations for reaching correct scientific conclusions, with only a modest increase in analysis burden. Our examples can be reproduced with the code publicly available at Zenodo.
物理理论依赖于许多参数或由许多不同实验的数据进行检验,这对统计推断提出了独特的挑战。粒子物理学、天体物理学和宇宙学中的许多模型都属于这些类别中的一个或两个。这些问题经常被统计学上不健全的临时方法所回避,包括由多个实验估计的参数间隔的交集,以及模型参数的随机或网格抽样。虽然这些方法很容易应用,但它们即使在低维参数空间中也表现出病态,并且在高维中使用和解释很快就会出现问题。在本文中,我们为超越这些过程提供了明确的指导,建议在可能的情况下使用简单的方法来执行统计合理的推断,并推荐了可以帮助完成这些工作的现成软件工具和标准。我们的目的是为任何缺乏全面统计训练的物理学家提供得出正确科学结论的建议,而只是适度增加分析负担。我们的示例可以使用Zenodo公开提供的代码进行复制。
{"title":"Simple and statistically sound recommendations for analysing physical theories","authors":"Shehu S. Abdussalam, F. Agocs, B. Allanach, P. Athron, Csaba Bal'azs, E. Bagnaschi, P. Bechtle, O. Buchmueller, A. Beniwal, J. Bhom, Sanjay Bloor, T. Bringmann, Andy Buckley, A. Butter, J. E. Camargo-Molina, M. Chrzaszcz, Janice Conrad, Jonathan M. Cornell, M. Danninger, J. Blas, A. Roeck, K. Desch, M. Dolan, H. Dreiner, O. Eberhardt, J. Ellis, Ben Farmer, M. Fedele, H. Flacher, A. Fowlie, T. Gonzalo, Philip Grace, M. Hamer, Will Handley, J. Harz, S. Heinemeyer, S. Hoof, Selim Hotinli, Paul Jackson, F. Kahlhoefer, K. Kowalska, M. Kramer, A. Kvellestad, Miriam Lucio Martínez, F. Mahmoudi, D. M. Santos, G. Martinez, S. Mishima, K. Olive, A. Paul, M. Prim, W. Porod, A. Raklev, Janina J. Renk, C. Rogan, L. Roszkowski, R. R. Austri, Kazuki Sakurai, A. Scaffidi, P. Scott, E. M. Sessolo, T. Stefaniak, Patrick Stöcker, W. Su, S. Trojanowski, R. Trotta, Y. S. Tsai, J. V. D. Abeele, M. Valli, A. Vincent, G. Weiglein, Martin White, P. Wienemann, L. Wu, Yang Zhang","doi":"10.1088/1361-6633/ac60ac","DOIUrl":"https://doi.org/10.1088/1361-6633/ac60ac","url":null,"abstract":"Physical theories that depend on many parameters or are tested against data from many different experiments pose unique challenges to statistical inference. Many models in particle physics, astrophysics and cosmology fall into one or both of these categories. These issues are often sidestepped with statistically unsound ad hoc methods, involving intersection of parameter intervals estimated by multiple experiments, and random or grid sampling of model parameters. Whilst these methods are easy to apply, they exhibit pathologies even in low-dimensional parameter spaces, and quickly become problematic to use and interpret in higher dimensions. In this article we give clear guidance for going beyond these procedures, suggesting where possible simple methods for performing statistically sound inference, and recommendations of readily-available software tools and standards that can assist in doing so. Our aim is to provide any physicists lacking comprehensive statistical training with recommendations for reaching correct scientific conclusions, with only a modest increase in analysis burden. Our examples can be reproduced with the code publicly available at Zenodo.","PeriodicalId":21110,"journal":{"name":"Reports on Progress in Physics","volume":"55 1","pages":""},"PeriodicalIF":18.1,"publicationDate":"2020-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90316035","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 10
期刊
Reports on Progress in Physics
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1