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Reconstruction of pile-up events using a one-dimensional convolutional autoencoder for the NEDA detector array
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作者 J.M.Deltoro G.Jaworski +15 位作者 A.Goasduff V.González A.Gadea M.Palacz J.J.Valiente-Dobón J.Nyberg S.Casans A.E.Navarro-Antón E.Sanchis G.de Angelis A.Boujrad S.Coudert T.Dupasquier S.Ertürk O.Stezowski R.Wadsworth 《Nuclear Science and Techniques》 2025年第2期62-70,共9页
Pulse pile-up is a problem in nuclear spectroscopy and nuclear reaction studies that occurs when two pulses overlap and distort each other,degrading the quality of energy and timing information.Different methods have ... Pulse pile-up is a problem in nuclear spectroscopy and nuclear reaction studies that occurs when two pulses overlap and distort each other,degrading the quality of energy and timing information.Different methods have been used for pile-up rejection,both digital and analogue,but some pile-up events may contain pulses of interest and need to be reconstructed.The paper proposes a new method for reconstructing pile-up events acquired with a neutron detector array(NEDA)using an one-dimensional convolutional autoencoder(1D-CAE).The datasets for training and testing the 1D-CAE are created from data acquired from the NEDA.The new pile-up signal reconstruction method is evaluated from the point of view of how similar the reconstructed signals are to the original ones.Furthermore,it is analysed considering the result of the neutron-gamma discrimination based on charge comparison,comparing the result obtained from original and reconstructed signals. 展开更多
关键词 1D-CAE Autoencoder CAE Convolutional neural network(CNN) Neutron detector Neutron-gamma discrimination(NGD) Machine learning Pulse shape discrimination Pile-up pulse
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Recent advances in self-lubricating metal matrix nanocomposites reinforced by carbonous materials:A review 被引量:1
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作者 Wenting Ye Yeran Shi +4 位作者 Qing Zhou Mingda Xie Haifeng Wang Benyebka Bou-Saïd Weimin Liu 《Nano Materials Science》 CSCD 2024年第6期701-713,共13页
Metal matrix self-lubricating materials lie at the core of cutting-edge aerospace,mechanical,and electrical industries,which demand technological performances that cannot be met by traditional liquid lubricants.Rapid ... Metal matrix self-lubricating materials lie at the core of cutting-edge aerospace,mechanical,and electrical industries,which demand technological performances that cannot be met by traditional liquid lubricants.Rapid innovation in nanocarbon materials in recent years enabled rapid development of advanced nanocomposites for applications in structural engineering and functional devices.Carbonous materials(e.g.,graphite,graphene and carbon nanotubes),exhibit a wide range of unique electrical,mechanical,and thermal properties,which are also considered ideal lubricating reinforcements for metal matrix nanocomposites(MMCs)with superior mechanical and tribological properties.In this review,we first showcase the distinctive features of the constituents commonly employed in self-lubricating MMCs,encompassing the high-strength metallic matrix and nano-carbonous reinforcement.Then,we present a comprehensive overview of the recent advancements in preparation techniques for these advanced MMCs,followed by an in-depth discussion on their corresponding tribological properties and wear mechanisms.We close this review by outlining key problems to be solved and the future trend of the development in self-lubricating MMCs. 展开更多
关键词 SELF-LUBRICATING Metal matrix composites Wear resistance Nano-carbonous reinforcement
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Ar^+和He^+离子与C_(60)碰撞后富勒希离子的激发机制
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作者 魏宝仁 L.Chen +2 位作者 J.Bernard R.Bredy S.Martin 《原子与分子物理学报》 CAS CSCD 北大核心 2004年第B04期213-215,共3页
C60 在与重离子作用下的激发机制与入射离子能量、质量及电荷态有关。核阻止主要出现在低能重离子与C60 的碰撞中 ;而高能轻离子作用下 ,电子阻止迅速增强 ,成为主要的激发方式。本文中直接观察到由弹性碰撞引起的C+ 峰 ,及其丰度依赖... C60 在与重离子作用下的激发机制与入射离子能量、质量及电荷态有关。核阻止主要出现在低能重离子与C60 的碰撞中 ;而高能轻离子作用下 ,电子阻止迅速增强 ,成为主要的激发方式。本文中直接观察到由弹性碰撞引起的C+ 峰 ,及其丰度依赖于入射离子的质量。同时我们还发现电子阻止随入射离子能量 (7~ 2 0keV)增大相应增加 ,这与绝热量子分子动力学计算的结果一致。 展开更多
关键词 核阻止 电子阻止 激发机制
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Lorentz force electrical impedance tomography using pulse compression technique 被引量:3
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作者 孙直申 刘国强 夏慧 《Chinese Physics B》 SCIE EI CAS CSCD 2017年第12期355-360,共6页
Lorentz force electrical impedance tomography (LFEIT) combines ultrasound stimulation and electromagnetic field detection with the goal of creating a high contrast and high resolution hybrid imaging modality. In thi... Lorentz force electrical impedance tomography (LFEIT) combines ultrasound stimulation and electromagnetic field detection with the goal of creating a high contrast and high resolution hybrid imaging modality. In this study, pulse compression working together with a linearly frequency modulated ultrasound pulse was investigated in LFEIT. Experiments were done on agar phantoms having the same level of electrical conductivity as soft biological tissues. The results showed that:(i) LFEIT using pulse compression could detect the location of the electrical conductivity variations precisely; (ii) LFEIT using pulse compression could get the same performance of detecting electrical conductivity variations as the traditional LFEIT using high voltage narrow pulse but reduce the peak stimulating power to the transducer by 25.5 dB; (iii) axial resolution of 1 mm could be obtained using modulation frequency bandwidth 2 MHz. 展开更多
关键词 Lorentz force electrical impedance tomography Hall effect imaging magneto-acousto-electrical tomography linear frequency-modulation pulse compression
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Secondary relaxation and dynamic heterogeneity in metallic glasses:A brief review 被引量:3
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作者 J C Qiao Q Wang +2 位作者 D Crespo Y Yang J M Pelletier 《Chinese Physics B》 SCIE EI CAS CSCD 2017年第1期32-41,共10页
Understanding mechanical relaxation, such as primary(α) and secondary(β) relaxation, is key to unravel the intertwined relation between the atomic dynamics and non-equilibrium thermodynamics in metallic glasses.... Understanding mechanical relaxation, such as primary(α) and secondary(β) relaxation, is key to unravel the intertwined relation between the atomic dynamics and non-equilibrium thermodynamics in metallic glasses. At a fundamental level, relaxation, plastic deformation, glass transition, and crystallization of metallic glasses are intimately linked to each other, which can be related to atomic packing, inter-atomic diffusion, and cooperative atom movement. Conceptually, βrelaxation is usually associated with structural heterogeneities intrinsic to metallic glasses. However, the details of such structural heterogeneities, being masked by the meta-stable disordered long-range structure, are yet to be understood. In this paper, we briefly review the recent experimental and simulation results that were attempted to elucidate structural heterogeneities in metallic glasses within the framework of β relaxation. In particular, we will discuss the correlation amongβ relaxation, structural heterogeneity, and mechanical properties of metallic glasses. 展开更多
关键词 metallic glass structural heterogeneity mechanical property secondary relaxation
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Theoretical investigation of the pressure broadening D1 and D2 lines of cesium atoms colliding with ground-state helium atoms
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作者 Moussaoui Abdelaziz Alioua Kamel +1 位作者 Allouche Abdul-rahman Bouledroua Moncef 《Chinese Physics B》 SCIE EI CAS CSCD 2019年第10期300-308,共9页
Full quantum mechanical calculations are performed to determine the broadening in the far wings of the cesium D1 and D2 line shapes arising from elastic collisions of Cs atom with inert helium atoms. The potential ene... Full quantum mechanical calculations are performed to determine the broadening in the far wings of the cesium D1 and D2 line shapes arising from elastic collisions of Cs atom with inert helium atoms. The potential energy curves of the low-lying CsHe molecular states, as well as the related transition dipole moments, are carefully computed from ab initio methods based on state-averaged complete active space self-consistent field-multireference configuration interaction(SACASSCF-MRCI) calculations, involving the spin-orbit effect, and taking into account the Davidson and BSSE corrections.The absorption and emission reduced coefficients are determined in the temperature and wavelength ranges of 323-3000 K and 800-1000 nm, respectively. Both profiles of the absorption and the emission are dominated by the free-free transitions,and exhibit a satellite peak in the blue wing near the wavelength 825 nm, attributed to B^2Σ1/2^+→ X^2Σ1/2^+/transitions. The results are in good agreement with previous experimental and theoretical works. 展开更多
关键词 absorption COEFFICIENT emission COEFFICIENT pressure BROADENING potential CURVES
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Selective and taxon-dependent effects of semi-feral cattle grazing on tree regeneration in an old-growth Mediterranean mountain forest
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作者 Xavier Fortuny Christopher Carcaillet Sandrine Chauchard 《Forest Ecosystems》 SCIE CSCD 2020年第1期128-140,共13页
Background:In Mediterranean mountain socio-ecosystems,both grazing by livestock and the dry season may influence tree regeneration.However,the relative contributions of these drivers are poorly known,even though prese... Background:In Mediterranean mountain socio-ecosystems,both grazing by livestock and the dry season may influence tree regeneration.However,the relative contributions of these drivers are poorly known,even though present and future canopy composition might result from past and present variations in climate and herbivore density.This study aims to test how semi-feral cattle presence and season affect tree regeneration.Methods:The study was conducted using permanent plots inside and outside a cattle exclosure in an old-growth Mediterranean forest.Saplings and seedlings were counted five times per year(winter,early spring,middle spring,summer,fall)and monitored over 7 yrs.Results:Semi-feral cattle exclusion increased Acer,Fagus,Ilex,Pinus,Prunus and Quercus sapling densities and increased Acer,Fraxinus,Ilex,Quercus and Sorbus seedling densities.Interestingly,the dry season did not exert any noticeable effects on the sapling or seedling densities of any of the studied taxa.Discussion:Semi-feral cattle presence may limit tree regeneration through taxon-dependent effects,which suggests that the current decrease in grazing livestock across the Mediterranean basin will modify recruitment processes and,likely,future forest composition.Conclusions:Semi-feral cattle presence acts as a selective driver of tree community composition. 展开更多
关键词 CATTLE Climate Experiment HERBIVORY Forest pastoralism
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