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EMPSI:Efficient multiparty private set intersection(with cardinality)

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Frontiers of co.puter Science 2024年第1期18卷 199-213页

作者： Yunbo YANG Xiaolei DONG Zhenfu CAO Jiachen SHEN Ruofan LI Yihao YANG Shangmin DOU shanghai Key Laboratory of Trustworthy co.puting East China Normal UniversityShanghai 200062China Kunyao Academy of shanghai Kunyao Network Technology co. Ltd.Shanghai 201203China PwC US Advisory shanghai AC Shanghai 200233China

Multiparty private set intersection(PSI)allows several parties,each holding a set of elements,to jointly co.pute the intersection without leaking any additional *** the development of cloud co.puting,PSI has a wide range of applications in privacy ***,it is co.plex to build an efficient and reliable scheme to protect user *** address this issue,we propose EMPSI,an efficient PSI(with cardinality)protoco. in a multiparty *** avoids using heavy cryptographic primitives(mainly rely on symmetric-key encryption)to achieve better *** addition,both PSI and PSI with the cardinality of EMPSI are secure against semi-honest adversaries and allow any number of co.luding clients(at least one honest client).We also do experiments to co.pare EMPSI with some state-of-the-art *** experimental results show that proposed EMPSI(-CA)has better performance and is scalable in the number of clients and the set size.

关键词： intersection cardinal primitive

A new neural-network-based method for structural damage identification in single-layer reticulated shells

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Frontiers of Structural and Civil Engineering 2024年第1期18卷 104-121页

作者： Jindong ZHANG Xiaonong GUO Shaohan ZONG Yujian ZHANG co.lege of Civil Engineering Tongji UniversityShanghai 200092China China co.struction Eighth Engineering Division co. Ltd.Shanghai 200135China

Single-layer reticulated shells(SLRSs)find widespread application in the roofs of crucial public structures,such as gymnasiums and exhibition *** this paper,a new neural-network-based method for structural damage identification in SLRSs is ***,a damage vector index,NDL,that is related only to the damage localization,is proposed for SLRSs,and a damage data set is co.structed from NDL *** the basis of visualization of the NDL damage data set,the structural damaged region locations are identified using co.volutional neural networks(CNNs).By cross-dividing the damaged region locations and using parallel CNNs for each regional location,the damaged region locations can be quickly and efficiently identified and the undamaged region locations can be ***,a damage vector index,DS,that is related to the damage location and damage degree,is proposed for *** on the damaged region identified previously,a fully co.nected neural network(FCNN)is co.structed to identify the location and damage degree of *** effectiveness and reliability of the proposed method are verified by co.sidering a numerical case of a spherical *** calculation results showed that the proposed method can quickly eliminate candidate locations of potential damaged region locations and precisely determine the location and damage degree of members.

关键词： single-layer reticulated shell damage identification neural network co.volutional neural network cross-partitioning method

Assessing cutter-rock interaction during TBM tunnelling in granite:Large-scale standing rotary cutting tests and 3D DEM simulations

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Journal of Rock Mechanics and Geotechnical Engineering 2024年第9期16卷 3595-3615页

作者： Xin Huang Miaoyuan Tang Shuaifeng Wang Yixin Zhai Qianwei Zhuang Chi Zhang Qinghua Lei Department of Geotechnical Engineering College of Civil EngineeringTongji UniversityShanghaiChina co.lege of Civil Engineering and Architecture Xinjiang UniversityUrumqiChina State Key Laboratory of Geotechnical Engineering Ministry of EducationTongji UniversityShanghaiChina China Shipbuilding NDRI Engineering co. Ltd.ShanghaiChina shanghai Tunnel Engineering co. Ltd.ShanghaiChina shanghai Shield Design and Experimental Research Center co. Ltd.ShanghaiChina Department of Earth Sciences Uppsala UniversityUppsalaSweden

The widespread utilisation of tunnel boring machines(TBMs)in underground co.struction engineering requires a detailed investigation of the cutter-rock *** this paper,we co.duct a series of largescale standing rotary cutting tests on granite in co.junction with high-fidelity numerical simulations based on a particle-type discrete element method(DEM)to explore the effects of key cutting parameters on the TBM cutter performance and the distribution of cutter-rock co.tact *** assessment results of cutter performance obtained from the cutting tests and numerical simulations reveal similar dependencies on the key cutting *** specifically,the normal and rolling forces exhibit a positive co.relation with penetration but are slightly influenced by the cutting *** co.trast,the side force decreases as the cutting radius ***,the side force shows a positive relationship with the penetration for smaller cutting radii but tends to beco.e negative as the cutting radius *** cutter's relative effectiveness in rock breaking is significantly impacted by the penetration but shows little dependency on the cutting ***,an optimal penetration is identified,leading to a low boreability index and specific energy.A co.bined Hertz-Weibull function is developed to fit the cutter-rock co.tact stress distribution obtained in DEM simulations,whereby an improved CSM(co.orado School of Mines)model is proposed by replacing the original monotonic cutting force distribution with this co.bined Hertz-Weibull *** proposed model outperforms the original CSM model as demonstrated by a co.parison of the estimated cutting forces with those from the tests/*** findings from this work that advance our understanding of TBM cutter performance have important implications for improving the efficiency and reliability of TBM tunnelling in granite.

关键词： Large-scale standing rotary cutting test Discrete element method(DEM)simulation Cutter-rock interaction Improved CSM(co.orado School of Mines) model Cutting force

On the electric behaviour of co.ductive grease inside the co.tact zone

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Friction 2024年第4期12卷 683-697页

作者： Yuxin ZHOU Jinjie LIU Xinming LI He CHONG Bo HAN Qinghua BAI SKF(shanghai)Automotive Technologies co. Ltd.Shanghai 201814China School of Mechanical and Automotive Engineering Qingdao University of TechnologyQingdao 266250China

co.ductive grease has been co.sidered as a potential solution in addressing electric erosion issue inside motor *** the co.ductive grease performance,especially the electric and tribological behaviour is crucial for its *** paper co.bines bulk grease characterization and co.tact film study co.sidering both electrical and tribological loading *** results show that the electric performance for the selected co.ductive grease sample is electric field dependent,including both frequency and voltage *** film impedance inside the co.tact area is closely related to the external electric field,running co.dition,and lubrication *** following film impedance calculation tells that not only bulk grease electric parameters,but the co.tact parameter,lubricant film co.tour and lubrication co.dition should be co.sidered when performing the overall bearing electrical modelling.

关键词： Electric erosion lubricant co.ductivity grease film impedance

FSS: algorithm and neural network accelerator for style transfer

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Science China(Information Sciences) 2024年第2期67卷 253-266页

作者： Yi LING Yujie HUANG Yujie CAI Zhaojie LI Mingyu WANG Wenhong LI Xiaoyang ZENG State Key Laboratory of ASIC & System Fudan University shanghai Explore X Technology co. Ltd.

Neural networks(NNs), owing to their impressive performance, have gradually begun to dominate multimedia processing. For resource-co.strained and energy-sensitive mobile devices, an efficient NN accelerator is necessary. Style transfer is an important multimedia application. However, existing arbitrary style transfer networks are co.plex and not well supported by current NN accelerators, limiting their application on mobile devices. Moreover, the quality of style transfer needs improvement. Thus, we design the Fast Style system(FSS), where a novel algorithm and an NN accelerator are proposed for style transfer. In FSS, we first propose a novel arbitrary style transfer algorithm, Fast Style. We propose a light network that co.tributes to high quality and low co.putational co.plexity and a prior mechanism to avoid retraining when the style changes. Then, we redesign an NN accelerator for Fast Style by applying two improvements to the basic NVIDIA deep learning accelerator(NVDLA) architecture. First, a flexible dat FSM and wt FSM are redesigned to enable the original data path to perform other operations(including the GRAM operation)by software programming. Moreover, statistics and judgment logic are designed to utilize the co.tinuity of a video stream and remove the data dependency in the instance normalization, which improves the accelerator performance by 18.6%. The experimental results demonstrate that the proposed Fast Style can achieve higher quality with a lower co.putational co.t, making it more suitable for mobile devices. The proposed NN accelerator is implemented on the Xilinx VCU118 FPGA under a 180-MHz clock. Experimental results show that the accelerator can stylize 512×512-pixel video with 20 FPS, and the measured performance reaches up to 306.07 GOPS. The ASIC implementation in TSMC 28 nm achieves about 22 FPS in the case of a 720-p video.

关键词： neural network accelerator style transfer neural network deep learning

Amphipathicity mediated endocytosis of mesoporous silica nanoparticles with tunable frameworks

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Nano Research 2024年第9期17卷 8350-8359页

作者： Runfeng Lin Tianco.g Zhao Liang Chen Minchao Liu Hongyue Yu Ruico.g Wang Minjia Yuan Xiaomin Li Dongyuan Zhao Department of Chemistry State Key Laboratory of Molecular Engineering of PolymersiChemShanghai Key Laboratory of Molecular Catalysis and Innovative MaterialsFudan UniversityShanghai 200433China shanghai Qiran biotechnology co. Ltd.Shanghai 201702China

Due to the amphiphilic nature of phospholipids in the cell membrane,the amphipathicity of the nanomedicine plays a crucial role in the ***,limited biological characterization methods restrict the study of the state of nanoparticles with different amphiphilicities on cell *** understanding of interaction of amphiphilic particle with cell membrane is still ***,by co.bining the dissipative particle dynamics(DPD)with the framework co.struction of mesoporous silica nanoparticles(MSNs),we demonstrate the enhanced endocytosis induced by the *** results co.firm that the presence of hydrophobic groups on the surface of nanoparticles can disturb the integrity of 1-palmitoyl-2-oleoyl-sn-glycero-3-phosphocholine(POPC)membrane and induce activation of phospholipids to a higher energy level,thereby facilitating the wrapping of *** validate the simulation findings,uniform MSNs with hydrophilic pure silica framework and two types of amphiphilic MSNs with varying hydrophilic organic groups in the framework are rationally synthesized by using different silane *** obtained three kinds of MSNs show similar diameter(~100 nm)and mesopores(~2 nm),but distinct hydrophobicity/hydrophilicity *** phenyl-bridged MSN with a carbon co.tent of 27.1%exhibits enhanced cellular uptake,co.sistent with the theoretical simulation *** work sheds light on how the surface amphipathicity influences endocytosis through the interaction with cell membrane.

关键词： mesoporous silica nanoparticles mesoporous organosilica endocytosis cell membrane amphipathicity

Remodeling the immune microenvironment for gastric cancer therapy through antagonism of prostaglandin E2 receptor 4

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Genes & Diseases 2024年第4期11卷 411-425页

作者： Mengmeng Guo Pan Hu Jiayi Xie Kefu Tang Shixiu Hu Jialiang Sun Yundong He Jing Li Weiqiang Lu Huirong Liu Mingyao Liu Zhengfang Yi Shihong Peng shanghai Key Laboratory of Regulatory Biology School of Life SciencesEast China Normal UniversityShanghai 200241China Prenatal Diagnosis Center Department of Clinical LaboratoryChangning Maternity and Infant Health HospitalEast China Normal UniversityShanghai 200051China Key Laboratory of Acupuncture and Immunological Effects Shanghai University of Traditional Chinese MedicineShanghai 201203China Fengxian Hospital Affiliated to Southern Medical University Shanghai 201400China shanghai Yuyao biotech co. Ltd.Shanghai 200241China

Gastric cancer is highly prevalent among digestive tract *** to the intri-cate nature of the gastric cancer immune microenvironment,there is currently no effective treatment available for advanced gastric ***,there is promising potential for immunotherapy targeting the prostaglandin E2 receptor subtype 4(EP4)in gastric *** our previous study,we identified a novel small molecule EP4 receptor antagonist called *** with YY001 alone demonstrated a significant reduction in gastric cancer growth and inhibited tumor metastasis to the lungs in a mouse ***,adminis-tration of YYo01 stimulated a robust immune response within the tumor microenvironment,characterized by increased infiltration of antigen-presenting cells,T cells,and M1 ***,our research revealed that YYo01 exhibited remarkable synergistic ef-fects when co.bined with the PD-1 antibody and the clinically targeted drug apatinib,rather than *** findings suggest that YYo01 holds great promise as a potential therapeutic strategy for gastric cancer,whether used as a standalone treatment or in co.bination with other drugs.

关键词： EP4 Immunomodulation Synergy Tumor microenvironment YY001

Efficient and fair PPO-based integrated scheduling method for multiple tasks of SATech-01 satellite

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Chinese Journal of Aeronautics 2024年第2期37卷 417-430页

作者： Qi SHI Lu LI Ziruo FANG Xingzi BI Huaqiu LIU Xiaofeng ZHANG Wen CHEN Jinpei YU shanghai Satellite Network Research Institute co. LTDShanghai 201210China Innovation Academy for Microsatellites of Chinese Academy of Sciences Shanghai 201306China University of Chinese Academy of Sciences Beijing 100039China

SATech-01 is an experimental satellite for space science exploration and on-orbit demonstration of advanced *** satellite is equipped with 16 experimental payloads and supports multiple working modes to meet the observation requirements of various *** to the limitation of platform power supply and data storage systems,proposing reasonable mission planning schemes to improve scientific revenue of the payloads beco.es a critical *** this article,we formulate the integrated task scheduling of SATech-01 as a multi-objective optimization problem and propose a novel Fair Integrated Scheduling with Proximal Policy Optimization(FIS-PPO)algorithm to solve *** use multiple decision heads to generate decisions for each task and design the action mask to ensure the schedule meeting the platform *** results show that FIS-PPO co.ld push the capability of the platform to the limit and improve the overall observation efficiency by 31.5%co.pared to rule-based plans currently ***,fairness is co.sidered in the reward design and our method achieves much better performance in terms of equal task *** of its low co.putational co.plexity,our task scheduling algorithm has the potential to be directly deployed on board for real-time task scheduling in future space projects.

关键词： Satellite observatories SATech-01 Multi-modes platform Scheduling algorithms Reinforcement learning Proximal Policy Optimization(PPO)

Study of poly-disperse aerosols deposition in turbulent flow with different Reynolds numbers

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Particuology 2024年第6期89卷 32-43页

作者： Zhichao Gao Yongzheng Chen Dandi Zhang Peng Chen Lili Tong Xuewu Cao School of Mechanical Engineering Shanghai Jiao Tong UniversityShanghai200240China China Nuclear Power Technology Research Institute co. Ltd.Shenzhen518000China

The turbulent deposition mechanism is one of the main mechanisms of aerosol deposition in nuclear power plant *** experimental study of poly-disperse aerosol deposition in a horizontal tube is co.ducted,where the nominal Reynolds number(Re)is in a range of 3600–200,*** aerosol deposition velocity first increases and then decreases with the increase of Res,and at high Re,particle rebound occurs during aerosol deposition in the *** the Re is low,the aerosol deposition velocity increases with the increase of aerosol *** the Re is greater than 60,000,the deposition velocity first increases and then decreases with the increase of aerosol diameter due to particle surface rebound.A new aerosol deposition model has been developed by establishing the energy co.servation equation of the rebounded particles in the visco.s *** calculated results of the new model are in good agreement with these experimental results,and the error between the aerosol deposition velocity calculated by the model and experimental results is between−60%and 150%.

关键词： Aerosol Turbulent deposition Rebound High Reynolds number