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Machine learning based parametrization of the resolution function for the first experimental area of the n_TOF facility at CERN
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作者 PetarŽugec Marta Sabaté-Gilarte +3 位作者 Michael Bacak Vasilis Vlachoudis Adria Casanovas Francisco García-Infantes 《Nuclear Science and Techniques》 2025年第12期251-263,共13页
This study addresses a challenge of parametrizing a resolution function of a neutron beam from the neutron time of flight facility n_TOF at CERN.A difficulty stems from a fact that a resolution function exhibits rathe... This study addresses a challenge of parametrizing a resolution function of a neutron beam from the neutron time of flight facility n_TOF at CERN.A difficulty stems from a fact that a resolution function exhibits rather strong variations in shape,over approximately ten orders of magnitude in neutron energy.To avoid a need for a manual identification of the appropri-ate analytical forms-hindering past attempts at its parametrization-we take advantage of the versatile machine learning techniques.Specifically,we parametrized it by training a multilayer feedforward neural network,relying on a key idea that such network acts as a universal approximator.The proof-of-concept is presented for a resolution function for the first experimental area of the n_TOF facility from the third phase of its operation.We propose an optimal network structure for a resolution function in question,which is also expected to be optimal or near-optimal for other experimental areas and for different phases of n_TOF operation.To reconstruct several resolution function forms in common use from a single para-metrized form,we provide a practical tool in the form of a specialized C++class encapsulating the computationally efficient procedures suited to the task. 展开更多
关键词 n_TOF facility Resolution function Machine learning Neutron time of flight
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The interplay of phase fluctuations and nodal quasiparticles:ubiquitous Fermi arcs in two-dimensional-wave superconductors
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作者 Xu-Cheng Wang Xiao Yan Xu Yang Qi 《Science Bulletin》 2026年第1期36-39,共4页
The phenomenon of pseudogap and Fermi arcs has been a long-standing puzzle in the field of unconventional superconductivity(SC).Since first discovered in underdoped cuprates[1],the pseudogap has been generally identif... The phenomenon of pseudogap and Fermi arcs has been a long-standing puzzle in the field of unconventional superconductivity(SC).Since first discovered in underdoped cuprates[1],the pseudogap has been generally identified in various(quasi)two-dimensional(2D)contexts,including thin-film FeSe[2],layered heavy fermion systems[3],magic angle twisted bilayer graphene[4],and recently even ultra-cold atoms[5].One prominent explanation for the pseudogap is hence to treat it as a precursor of pairing due to phase decoherence. 展开更多
关键词 unconventional superconductivity sc nodal quasiparticles two dimensional superconductors pseudogap fermi arcs Fermi arcs heavy fermion systems magic angle twisted bilayer graphene phase fluctuations phase decoh
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Metal to Orthogonal Metal Transition 被引量:1
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作者 Chuang Chen Xiao Yan Xu +1 位作者 Yang Qi Zi Yang Meng 《Chinese Physics Letters》 SCIE CAS CSCD 2020年第4期114-120,共7页
Orthogonal metal is a new quantum metallic state that conducts electricity but acquires no Fermi surface(FS)or quasiparticles, and hence orthogonal to the established paradigm of Landau’s Fermi-liquid(FL). Such a sta... Orthogonal metal is a new quantum metallic state that conducts electricity but acquires no Fermi surface(FS)or quasiparticles, and hence orthogonal to the established paradigm of Landau’s Fermi-liquid(FL). Such a state may hold the key of understanding the perplexing experimental observations of quantum metals that are beyond FL, i.e., dubbed non-Fermi-liquid(nFL), ranging from the Cu-and Fe-based oxides, heavy fermion compounds to the recently discovered twisted graphene heterostructures. However, to fully understand such an exotic state of matter, at least theoretically, one would like to construct a lattice model and to solve it with unbiased quantum many-body machinery. Here we achieve this goal by designing a 2D lattice model comprised of fermionic and bosonic matter fields coupled with dynamic Z2 gauge fields, and obtain its exact properties with sign-free quantum Monte Carlo simulations. We find that as the bosonic matter fields become disordered, with the help of deconfinement of the Z2 gauge fields, the system reacts with changing its nature from the conventional normal metal with an FS to an orthogonal metal of n FL without FS and quasiparticles and yet still responds to magnetic probe like an FL. Such a quantum phase transition from a normal metal to an orthogonal metal, with its electronic and magnetic spectral properties revealed, is calling for the establishment of new paradigm of quantum metals and their transition with conventional ones. 展开更多
关键词 QUANTUM FERMI GAUGE
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Broadband Spectral Properties of MAXI J1348-630 using AstroSat Observations
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作者 Gitika Mall Jithesh Vadakkumthani Ranjeev Misra 《Research in Astronomy and Astrophysics》 SCIE CAS CSCD 2023年第1期161-170,共10页
We present broadband X-ray spectral analysis of the black hole X-ray binary MAXI J1348-630,performed using five AstroSat observations.The source was in the soft spectral state for the first three observations and in t... We present broadband X-ray spectral analysis of the black hole X-ray binary MAXI J1348-630,performed using five AstroSat observations.The source was in the soft spectral state for the first three observations and in the hard state for the last two.The three soft state spectra were modeled using a relativistic thin accretion disk with reflection features and thermal Comptonization.Joint fitting of the soft state spectra constrained the spin parameter of the black hole a_(*)>0.97 and the disk inclination angle i=32.9_(-0.6)^(+4.1)degrees.The bright and faint hard states had bolometric flux a factor of~6 and~10 less than that of the soft state respectively.Their spectra were fitted using the same model except that the inner disk radius was not assumed to be at the last stable orbit.However,the estimated values do not indicate large truncation radii and the inferred accretion rate in the disk was an order of magnitude lower than that of the soft state.Along with earlier reported temporal analysis,AstroS at data provide a comprehensive picture of the evolution of the source. 展开更多
关键词 black hole physics-X-rays binaries-accretion-accretion disks-X-rays individual(MAXI J1348-630)
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Intra-day variability of three Seyfert galaxies measured with XMM-Newton
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作者 Ashutosh Tripathi Paul Joseph Wiita +2 位作者 Alok Chandra Gupta Min-Feng Gu Mai Liao 《Research in Astronomy and Astrophysics》 SCIE CAS CSCD 2019年第8期31-44,共14页
We present and analyze the variability of three Seyfert galaxies on intra-day timescales. We have analyzed in a uniform manner the 38 longest(> 30 ks) observations made for NGC 4051, MCG-06–30–15 and NGC 4151 by ... We present and analyze the variability of three Seyfert galaxies on intra-day timescales. We have analyzed in a uniform manner the 38 longest(> 30 ks) observations made for NGC 4051, MCG-06–30–15 and NGC 4151 by XMM-Newton between 2000 and 2015. The nuclei were quite active during essentially all of these observations and the overall X-ray fluxes(0.3–10 keV) varied by an order of magnitude. Most of the observations do appear to show characteristic timescales, estimated through their auto-correlation functions, ranging between ~2.9 ks and ~45.3 ks. The hard(2–10 keV) and soft(0.3–2.0 keV) bands are very well correlated but consideration of their hardness ratios shows that the sources typically soften during flares. We also provide new estimates of the central black hole masses for these three AGNs that support the hypothesis that Narrow Line Seyfert 1 galaxies have relatively small central black holes. 展开更多
关键词 galaxies:active NARROW line SEYFERT 1 GALAXY (NLSy1):general NLSy1:individual NLSy1:individual:NGC 4051
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Computing Classification of Interacting Fermionic Symmetry-Protected Topological Phases Using Topological Invariants
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作者 Yunqing Ouyang Qing-Rui Wang +1 位作者 Zheng-Cheng Gu Yang Qi 《Chinese Physics Letters》 SCIE EI CAS CSCD 2021年第12期38-43,共6页
In recent years,great success has been achieved on the classification of symmetry-protected topological(SPT)phases for interacting fermion systems by using generalized cohomology theory.However,the explicit calculatio... In recent years,great success has been achieved on the classification of symmetry-protected topological(SPT)phases for interacting fermion systems by using generalized cohomology theory.However,the explicit calculation of generalized cohomology theory is extremely hard due to the difficulty of computing obstruction functions.Based on the physical picture of topological invariants and mathematical techniques in homotopy algebra,we develop an algorithm to resolve this hard problem.It is well known that cochains in the cohomology of the symmetry group,which are used to enumerate the SPT phases,can be expressed equivalently in different linear bases,known as the resolutions.By expressing the cochains in a reduced resolution containing much fewer basis than the choice commonly used in previous studies,the computational cost is drastically reduced.In particular,it reduces the computational cost for infinite discrete symmetry groups,like the wallpaper groups and space groups,from infinity to finity.As examples,we compute the classification of two-dimensional interacting fermionic SPT phases,for all 17 wallpaper symmetry groups. 展开更多
关键词 THEORY SYMMETRY TOPOLOGICAL
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Network-Initialized Monte Carlo Based on Generative Neural Networks
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作者 Hongyu Lu Chuhao Li +3 位作者 Bin-Bin Chen Wei Li Yang Qi Zi Yang Meng 《Chinese Physics Letters》 SCIE EI CAS CSCD 2022年第5期23-28,共6页
We design generative neural networks that generate Monte Carlo configurations with complete absence of autocorrelation from which only short Markov chains are needed before making measurements for physical observables... We design generative neural networks that generate Monte Carlo configurations with complete absence of autocorrelation from which only short Markov chains are needed before making measurements for physical observables,irrespective of the system locating at the classical critical point,fermionic Mott insulator,Dirac semimetal,or quantum critical point.We further propose a network-initialized Monte Carlo scheme based on such neural networks,which provides independent samplings and can accelerate the Monte Carlo simulations by significantly reducing the thermalization process.We demonstrate the performance of our approach on the two-dimensional Ising and fermion Hubbard models,expect that it can systematically speed up the Monte Carlo simulations especially for the very challenging many-electron problems. 展开更多
关键词 process CRITICAL CHAINS
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Fidelity strange correlators for average symmetry-protected topological phases
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作者 Jian-Hao Zhang Yang Qi Zhen Bi 《Science Bulletin》 2026年第4期688-691,共4页
Symmetry-protected topological(SPT)phases—such as topological insulators and superconductors—are exotic quantum phases characterized by nontrivial edge states that are stable as long as certain symmetries are preser... Symmetry-protected topological(SPT)phases—such as topological insulators and superconductors—are exotic quantum phases characterized by nontrivial edge states that are stable as long as certain symmetries are preserved[1],[2],[3].Contrary to conventional wisdom,recent studies show that SPT phases can survive even when part of the protecting symmetry is locally broken by quenched disorder,provided that the symmetry is restored after ensemble averaging—a circumstance that defines a new class of topological phases dubbed average symmetry-protected topological(ASPT)phases[4],[5]. 展开更多
关键词 exotic quantum phases topological insulators ensemble averaging superconductors symmetry protected topological phases average symmetry protected topological phases nontrivial edge states quenched disorderprovided
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Photon induced proton and anti-proton pair production with ultraperipheral heavy ion collisions at RHIC
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作者 Cheng Zhang Limao Zhang Dingyu Shao 《Science China(Physics,Mechanics & Astronomy)》 2025年第12期51-57,共7页
We investigate proton-antiproton(pp) pair production via photon-photon fusion in the ultra-peripheral collisions at the relativistic heavy ion collider(RHIC),employing a joint impact parameter and transverse momentum ... We investigate proton-antiproton(pp) pair production via photon-photon fusion in the ultra-peripheral collisions at the relativistic heavy ion collider(RHIC),employing a joint impact parameter and transverse momentum dependent formalism.We consider proton exchange,s-channel resonance,and hand-bag mechanisms,predicting differential distributions of pp production.Our theoretical predictions can be tested against future measurements at RHIC to enhance our understanding of photon-photon interactions in strong electromagnetic fields. 展开更多
关键词 ultra-peripheral collisions photon-photon fusion proton-antiproton pair production
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Dense matter in neutron stars with eXTP
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作者 Ang Li Anna L.Watts +82 位作者 Guobao Zhang Sebastien Guillot Yanjun Xu Andrea Santangelo Silvia Zane Hua Feng Shuang-Nan Zhang Mingyu Ge Liqiang Qi Tuomo Salmi Bas Dorsman Zhiqiang Miao Zhonghao Tu Yuri Cavecchi Xia Zhou Xiaoping Zheng Weihua Wang Quan Cheng Xuezhi Liu Yining Wei Wei Wang Yujing Xu Shanshan Weng Weiwei Zhu Zhaosheng Li Lijing Shao Youli Tuo Akira Dohi Ming Lyu Peng Liu Jianping Yuan Mingyang Wang Wenda Zhang Zexi Li Lian Tao Liang Zhang Hong Shen Constanc¸a Providencia Laura Tolos Alessandro Patruno Li Li Guozhu Liu Kai Zhou Lie-Wen Chen Yizhong Fan Toshitaka Kajino Dong Lai Xiangdong Li Jie Meng Xiaodong Tang Zhigang Xiao Shaolin Xiong Renxin Xu Shan-Gui Zhou David R.Ballantyne G.Fiorella Burgio Jer´ome Chenevez Devarshi Choudhury Anthea F.Fantina Duncan K.Galloway Francesca Gulminelli Kai Hebeler Mariska Hoogkamer Jorge E.Horvath Yves Kini Aleksi Kurkela Manuel Linares Jer´ome Margueron Melissa Mendes Micaela Oertel Alessandro Papitto Juri Poutanen Nanda Rea Achim Schwenk Xin-Ying Song Isak Svensson David Tsang Aleksi Vuorinen Nils Andersson M.Coleman Miller Luciano Rezzolla Jirina R.Stone Anthony W.Thomas 《Science China(Physics,Mechanics & Astronomy)》 2025年第11期21-62,共42页
In this white paper,we present the potential of the enhanced X-ray timing and polarimetry(eXTP)mission to constrain the equation of state of dense matter in neutron stars,exploring regimes not directly accessible to t... In this white paper,we present the potential of the enhanced X-ray timing and polarimetry(eXTP)mission to constrain the equation of state of dense matter in neutron stars,exploring regimes not directly accessible to terrestrial experiments.By observing a diverse population of neutron stars—including isolated objects,X-ray bursters,and accreting systems—eXTP’s unique combination of timing,spectroscopy,and polarimetry enables high-precision measurements of compactness,spin,surface temperature,polarimetric signals,and timing irregularity.These multifaceted observations,combined with advances in theoretical modeling,pave the way toward a comprehensive description of the properties and phases of dense matter from the crust to the core of neutron stars.Under development by an international Consortium led by the Institute of High Energy Physics of the Chinese Academy of Sciences,the eXTP mission is planned to be launched in early 2030. 展开更多
关键词 dense matter equation of state X-rays neutron stars
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把强子对撞机实验引入中学课堂 被引量:2
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作者 Xabier Cid Ramon Cid 黄燕萍(译) 《物理教学》 北大核心 2009年第8期62-64,共3页
本文讨论粒子加速器和大型强子对撞机。通过简单的物理计算,对欧洲棱研究组织的强子对撞机实验,在中学物理水平上加以阐释。
关键词 强子对撞机(LHC) 粒子加速器 超导桶状超环面
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Super-light baryo-photons, weak gravity conjecture and exotic instantons in neutron-antineutron transitions
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作者 Andrea Addazi 《Chinese Physics C》 SCIE CAS CSCD 2018年第5期35-41,共7页
In companion papers(A. Addazi, Nuovo Cim. C, 38(1): 21(2015); A. Addazi, Z. Berezhiani, and Y. Kamyshkov, ar Xiv:1607.00348), we have discussed current bounds on a new super-light baryo-photon, associated with a U(1)B... In companion papers(A. Addazi, Nuovo Cim. C, 38(1): 21(2015); A. Addazi, Z. Berezhiani, and Y. Kamyshkov, ar Xiv:1607.00348), we have discussed current bounds on a new super-light baryo-photon, associated with a U(1)B-L gauge, from current neutron-antineutron data, which are competitive with E¨otv¨os-type experiments.Here, we discuss the implications of possible baryo-photon detection in string theory and quantum gravity. The discovery of a very light gauge boson should imply violation of the weak gravity conjecture, carrying deep consequences for our understanding of holography, quantum gravity and black holes. We also show how the detection of a baryophoton would exclude the generation of all B-L violating operators from exotic stringy instantons. We will argue against the common statement in the literature that neutron-antineutron data may indirectly test at least the 300-1000 Te V scale. Searches for baryo-photons can provide indirect information on the Planck(or string) scale(quantum black holes, holography and non-perturbative stringy effects). This strongly motivates new neutron-antineutron experiments with adjustable magnetic fields dedicated to the detection of super-light baryo-photons. 展开更多
关键词 neutron-antineutron baryon and lepton violations string phenomenology
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Top quark pair production at complete NLO accuracy with NNLO+NNLL′corrections in QCD 被引量:1
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作者 MichałCzakon Andrea Ferroglia +8 位作者 Alexander Mitov Davide Pagani Andrew S.Papanastasiou Benjamin D.Pecjak Darren J.Scott Ioannis Tsinikos Xing Wang Li Lin Yang Marco Zaro 《Chinese Physics C》 SCIE CAS CSCD 2020年第8期40-45,共6页
We describe predictions for top quark pair differential distributions at hadron colliders,by combining the next-to-next-to-leading order quantum chromodynamics calculations and next-to-leading order electroweak correc... We describe predictions for top quark pair differential distributions at hadron colliders,by combining the next-to-next-to-leading order quantum chromodynamics calculations and next-to-leading order electroweak corrections with double resummation at the next-to-next-to-leading logarithmic accuracy of threshold logarithms and small-mass logarithms.To the best of our knowledge,this is the first study to present such a combination,which incorporates all known perturbative information.Numerical results are presented for the invariant-mass distribution,transverse-momentum distribution,and rapidity distributions. 展开更多
关键词 top quark production QCD ELECTROWEAK
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Testing noncommutative spacetimes and violations of the Pauli Exclusion Principle through underground experiments
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作者 Andrea Addazi Pierluigi Belli +1 位作者 Rita Bernabei Antonino Marcianò 《Chinese Physics C》 SCIE CAS CSCD 2018年第9期79-86,共8页
We propose to deploy limits that arise from different tests of the Pauli Exclusion Principle: i) to provide theories of quantum gravity with experimental guidance; ii) to distinguish, among the plethora of possible... We propose to deploy limits that arise from different tests of the Pauli Exclusion Principle: i) to provide theories of quantum gravity with experimental guidance; ii) to distinguish, among the plethora of possible models, the ones that are already ruled out by current data; iii) to direct future attempts to be in accordance with experimental constraints. We first review experimental bounds on nuclear processes forbidden by the Pauli Exclusion Principle,which have been derived by several experimental collaborations making use of various detector materials. Distinct features of the experimental devices entail sensitivities on the constraints hitherto achieved that may differ from one another by several orders of magnitude. We show that with choices of these limits, well-known examples of flat noncommutative space-time instantiations of quantum gravity can be heavily constrained, and eventually ruled out.We devote particular attention to the analysis of the κ-Minkowski and θ-Minkowski noncommutative spacetimes.These are deeply connected to some scenarios in string theory, loop quantum gravity, and noncommutative geometry.We emphasize that the severe constraints on these quantum spacetimes, although they cannot rule out theories of top-down quantum gravity to which they are connected in various ways, provide a powerful limitation for those models. Focus on this will be necessary in the future. 展开更多
关键词 non-commutative space-times tests of violations of the Pauli Exclusion Principle theta-Minkowski kappa-Minkowski
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Performance Evaluation of a Silicon-Based 6U CubeSat Detector for Soft γ-Ray Astronomy
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作者 Rishank Diwan Kees de Kuijper +4 位作者 Partha Sarathi Pal Andreas Ritter Pablo M.Saz Parkinson Andy C.T.Kong Quentin A.Parker 《Space(Science & Technology)》 2024年第1期40-50,共11页
The observation of the low-energyγ-ray(0.1 to 30 MeV)sky has been significantly limited since the COMPTEL instrument aboard the Compton Gamma Ray Observatory(CGRO)satellite was decommissioned in 2000.The exploration... The observation of the low-energyγ-ray(0.1 to 30 MeV)sky has been significantly limited since the COMPTEL instrument aboard the Compton Gamma Ray Observatory(CGRO)satellite was decommissioned in 2000.The exploration ofγ-ray photons within this energy band,often referred to as the MeV gap,is crucial to address numerous unresolved mysteries in high-energy and multi-messenger astrophysics.Although several large MeVγ-ray missions have been proposed(e.g.,e-ASTROGAM,AMEGO,and COSI),most of these are in the planning phase,with launches not expected until the next decade,at the earliest.Recently,there has been a surge in proposed CubeSat missions as cost-effective and rapidly implementable pathfinder alternatives.An MeV CubeSat dedicated toγ-ray astronomy could serve as a valuable demonstrator for large-scale future MeV payloads.This paper proposes aγ-ray payload design with a silicon-based tracker and a cesium iodide-based calorimeter.We report the results of a simulation study to assess the performance of this payload concept and compare the results with those of previousγ-ray instruments.As part of the performance assessment and comparison,we show that with our proposed payload design,a sensitivity better than IBIS can be achieved for energies between 0.1 and 10 MeV,and for energies up to around 1 MeV,the achieved sensitivity is comparable to COMPTEL,therefore opening up a window toward cost-effective observational astronomy with comparable performance to past missions. 展开更多
关键词 U cubesat compton gamma ray observatory cgro satellite address numerous unresolved mysteries silicon based detector soft ray astronomy E ASTROGAM comptel instrument low energy ray
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Accretion in strong field gravity with eXTP 被引量:1
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作者 Alessandra De Rosa Phil Uttley +99 位作者 LiJun Gou Yuan Liu Cosimo Bambi Didier Barret Tomaso Belloni Emanuele Berti Stefano Bianchi Ilaria Caiazzo Piergiorgio Casella Marco Feroci Valeria Ferrari Leonardo Gualtieri Jeremy Heyl Adam Ingram Vladimir Karas FangJun Lu Bin Luo Giorgio Matt Sara Motta Joseph Neilsen Paolo Pani Andrea Santangelo XinWen Shu JunFeng Wang Jian-Min Wang YongQuan Xue YuPeng Xu WeiMin Yuan YeFei Yuan Shuang-Nan Zhang Shu Zhang Ivan Agudo Lorenzo Amati Nils Andersson Cristina Baglio Pavel Bakala Altan Baykal Sudip Bhattacharyya Ignazio Bombaci NiccolóBucciantini Fiamma Capitanio Riccardo Ciolfi Wei K.Cui Filippo D'Ammando Thomas Dauser Melania Del Santo Barbara De Marco Tiziana Di Salvo Chris Done Michal Dovciak Andrew C.Fabian Maurizio Falanga Angelo Francesco Gambino Bruce Gendre Victoria Grinberg Alexander Heger Jeroen Homan Rosario Iaria JiaChen Jiang ChiChuan Jin Elmar Koerding Manu Linares Zhu Liu Thomas J.Maccarone Julien Malzac Antonios Manousakis Frédéric Marin Andea Marinucci Missagh Mehdipour Mariano Méndez Simone Migliari Cole Miller Giovanni Miniutti Emanuele Nardini Paul T.O'Brien Julian P.Osborne Pierre Olivier Petrucci Andrea Possenti Alessandro Riggio Jerome Rodriguez Andrea Sanna LiJing Shao Malgosia Sobolewska Eva Sramkova Abigail L.Stevens Holger Stiele Giulia Stratta Zdenek Stuchlik Jiri Svoboda Fabrizio Tamburini Thomas M.Tauris Francesco Tombesi Gabriel Torok Martin Urbanec Frederic Vincent QingWen Wu Feng Yuan Jean J.M.in't Zand Andrzej A.Zdziarski XinLin Zhou 《Science China(Physics,Mechanics & Astronomy)》 SCIE EI CAS CSCD 2019年第2期45-73,共29页
In this paper we describe the potential of the enhanced X-ray Timing and Polarimetry(eXTP) mission for studies related to accretion flows in the strong field gravity regime around both stellar-mass and supermassive bl... In this paper we describe the potential of the enhanced X-ray Timing and Polarimetry(eXTP) mission for studies related to accretion flows in the strong field gravity regime around both stellar-mass and supermassive black-holes. eXTP has the unique capability of using advanced "spectral-timing-polarimetry" techniques to analyze the rapid variations with three orthogonal diagnostics of the flow and its geometry, yielding unprecedented insight into the inner accreting regions, the effects of strong field gravity on the material within them and the powerful outflows which are driven by the accretion process. 展开更多
关键词 X-ray black holes physics ACCRETION
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