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The 16th Annual Conference of Hong kong Society of Theoretical and Applied Mechanics 2012、The 1st Mainland-Hong kong Youth Forum on Mechanics 2012、The 8th Shanghai-Hong kong Forum on Mechanics and Its Application 2012

作者： H.Yao M.Dao D.Carneli k.tai C.Ortiz Department of Mechanical Engineering the Hong Kong Polytechnic UniversityHong KongChina Department of Material Sciences and Technology Massachusetts Institute of TechnologyCambridgeUSA

Heterogeneity of biological materials,such as bone,tooth,and mollusc shells,plays a key role in determining their mechanical performance（*** strength,damage tolerance,etc.）.Here,we quantify heterogeneities in elasticity and inelasticity of bovine cortical bone between 100 nm up to a few microns and identify a characteristic length scale（λ） of approximately 200 *** shown in Fig.1,belowλ the mechanical heterogeneity of bone is pronounced and exhibits a strong nonlinear size-dependence,while aboveλ the heterogeneity is much *** size-dependent heterogeneity benefits the mechanical performance of bone since it not only promotes the energy dissipation at nanoscale but also suppresses heterogeneity-induced stress concentration and strain localization at larger length *** is one of the possible mechanisms functioning at multiple length scales that makes bone a well-designed tough natural *** experimentally measured data, systematic computational simulations were carried out,showing that the heterogeneity in inelasticity, rather than elasticity,plays a dominant role in promoting energy dissipation during deformation. Possible parameters that determine the inelasticity heterogeneity（*** value and standard deviation of heterogeneous yield stress） and therefore affect energy dissipation are investigated under typical deformation modes of *** analysis presented suggests that there exists an optimum ratio of macroscopic strength to elastic modulus for improving energy dissipation under *** these findings are of great value to the design and synthesis of improved bio-inspired composites.

关键词： Size-dependent Heterogeneity Benefits the Mechanical Performance of Bone

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Personalized assessment and training of neurosurgical skills in virtual reality:An interpretable machine learning approach

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虚拟现实与智能硬件（中英文） 2024年第1期6卷 17-29页

作者： Fei LI Zhibao QIN kai QIAN Shaojun LIANG Chengli LI Yonghang tai Yunnan key Laboratory of Opto-electronic Information Technology Yunnan Normal UniversityKunming 650500China Department of Thoracic Surgery Institute of The First People’s Hospital of Yunnan ProvinceKunming 650500China Faculty of Life and Biotechnology Kunming University of Science and TechnologyKunming 650031China

Background Virtual reality technology has been widely used in surgical simulators,providing new opportunities for assessing and training surgical *** learning algorithms are commonly used to analyze and evaluate the performance of ***,their interpretability limits the personalization of the training for individual *** Seventy-nine participants were recruited and divided into three groups based on their skill level in intracranial tumor *** on the use of surgical tools were collected using a surgical *** selection was performed using the Minimum Redundancy Maximum Relevance and SVM-RFE algorithms to obtain the final metrics for training the machine learning *** machine learning algorithms were trained to predict the skill level,and the support vector machine performed the best,with an accuracy of 92.41%and Area Under Curve value of *** machine learning model was interpreted using Shapley values to identify the important factors contributing to the skill level of each *** This study demonstrates the effectiveness of machine learning in differentiating the evaluation and training of virtual reality neurosurgical *** use of Shapley values enables targeted training by identifying deficiencies in individual *** This study provides insights into the use of machine learning for personalized training in virtual reality *** interpretability of the machine learning models enables the development of individualized training *** addition,this study highlighted the potential of explanatory models in training external skills.

关键词： Machine learning Neurosurgery Shapley values Virtual reality Human-robot interaction

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Mental retardation,seizures and language delay caused by new SETD1B mutations:Three case reports

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World Journal of Clinical Cases 2024年第2期12卷 383-391页

作者： Le Ding Li-Wan Wei tai-Song Li Jing Chen Department of Neurology Children’s Hospital of Nanjing Medical UniversityNanjing 210000Jiangsu ProvinceChina Chigene(Beijing)Translational Medical Research Center Co.Ltd.Beijing 101111China

BACkGROUND The SETD1B gene is instrumental in human intelligence and nerve *** in the SETD1B gene have been linked in recent studies to neurodevelopmental disorders,seizures,and language *** SUMMARY This study aimed to analyze the clinical manifestations and treatment of three patients suffering from mental retardation,epilepsy,and language delay resulting from a new mutation in the SETD1B *** individuals with these symptoms were selected,and their clinical symptoms,gene test results,and treatment were *** article discusses the impact of the SETD1B gene mutation on patients and outlines the treatment *** the three patients(two females and one male,aged 8,4,and 1,respectively),all exhibited psychomotor retardation,attention deficit,and hyperactivity disorder,and two had *** treatment with sodium tripolyvalproate halted the seizures in the affected child,although mental development remained somewhat *** exome sequencing revealed new mutations in the SETD1B gene for all patients,specifically with c.5473C>T(***1825trp),c.4120C>T(***1374*,593),c.14_15insC(***5Hisfs*33).CONCLUSION Possessing the SETD1B gene mutation may cause mental retardation accompanied by seizures and language *** the exact mechanism is not fully understood,interventions such as drug therapy,rehabilitation training,and family support can assist patients in managing their symptoms and enhancing their quality of ***,genetic testing supplies healthcare providers with more precise diagnostic and therapeutic guidance,informs families about genetic disease risks,and contributes to understanding disease pathogenesis and drug research and development.

关键词： Neurodevelopmental disorder Seizure SETD1B gene Whole-exome sequencing New mutation Case report

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Matrix metalloproteinase 2 degrades collagen I to regulate ovarian development by association with an insulin-like peptide

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Insect Science 2024年第4期31卷 1090-1106页

作者： Yi Wei Xiao-Lin Zhou Peng Chen tai-Hang Liu Cheng Lu Min-Hui Pan State key Laboratory of Silkworm Genome Biology Southwest UniversityChongqingChina key Laboratory for Sericulture Functional Genomics and Biotechnology of Agricultural Ministry Southwest UniversityChongqingChina Wenzhou Institute University of Chinese Academy of SciencesWenzhouZhejiang ProvinceChina

The ovary generally undergoes tissue remodeling during larval to pupal transition,which includes membrane degeneration and ovariole *** the same time,the hormones produced by insects significantly change during ***,the regulatory mechanism for ovarian development and hormones is not fully understood in ***,we found that matrix metalloproteinase 2(MMP2)was highly expressed in the ovarian capsules and ovarioles,and the development was abnormal after knocking out MMP2 in Bombyx *** process of abnormal degradation of collagen I due to MMP2 deletion,which resulted in abnormal development of ovarioles and eggs,was analyzed in *** proteomics of ovaries in the MMP2-knock out and wild type strains showed a critically significant difference in the expression of a protein,insulin-like peptide(ILP).Additional analysis revealed significant alteration of ILP during ovarian development,and abnormal expression of ILP significantly affected ovarian development in vivo and MMP2 expression in vitro and in *** results showed that MMP2 regulation of ovarian tissue remodeling is closely related to ILP *** study provides new insights into the regulatory mechanism of MMP2 and ovarian development in ***.

关键词： Bombyx mori collagen I insulin-like peptide matrix metalloproteinase ovarian development

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Bilayer Compounded Polytetrafluoroethylene Membrane for Enhanced Oil-Water Emulsion Separation

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Chinese Journal of Polymer Science 2024年第6期42卷 838-850页

作者： Yu-Liang Yang tai-Ran Zhang Yan-Ting Han Shao-Yun Guo Qin-Gong Rong Jia-Bin Shen State key Laboratory of Polymer Materials Engineering Polymer Research Institute of Sichuan UniversitySichuan Provincial Engineering Laboratory of Plastic/Rubber Complex Processing TechnologyChengdu610065China West China Hospital/West China School of Nursing Sichuan UniversityChengdu610041China Shandong Senrong New Materials Co. Ltd.Zibo256401China

In order to achieve efficient and durable oil-water emulsion separation,the membranes possessing high separation efficiency and mechanical strength attract extensive attention and are in great *** present study,a kind of polytetrafluoroethylene(PTFE)-based bilayer membrane was fabricated by electrospinning fibrous PTFE(fPTFE)on an expanded PTFE(ePTFE)*** morphological observation revealed that the fibrous structure of the fPTFE layer could be tailored by controlling the formulation of spinning *** addition of appropriate polyoxyethylene(PEO)would make the fibers in the fPTFE layer finer and more *** a result,the compounded membrane exhibited a small pore size of approximately 1.25µm and a substantial porosity nearing 80%.This led to super-hydrophobicity,characterized by a high water contact angle(WCA)of 149.8°,and facilitated rapid oil *** water-in-oil emulsion separation experiment further confirmed that the compounded membrane not only had a high separation efficiency closing 100%,but such an outstanding separation capacity could be largely retained,either through multiple cycles of use or through strong acid(pH=1),strong alkali(pH=12),or high-temperature(100°C)***,the mechanical behavior of the bilayer membrane was basically contributed by that of each layer in terms of their volume *** significantly,the poor creep resistance of fPTFE layer was suppressed by compounding with ePTFE ***,this study has laid the groundwork for a novel approach to create PTFE-based compounded membranes with exceptional overall characteristics,showing promise for applications in the realm of emulsion separation.

关键词： ePTFE Electrospinning membrane Bilayer compounding Emulsion separation

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Enhanced Crystallization of Poly(butylene adipate-co-terephthalate)by a Self-assembly Nucleating Agent

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Chinese Journal of Polymer Science 2024年第5期42卷 663-674,I0010页

作者： Cheng Zhou kun Chen Zi-Heng Zhang Meng-Fan Jing Chun-tai Liu Chang-Yu Shen Ya-Ming Wang State key Laboratory of Structural Analysis Optimization and CAE Software for Industrial EquipmentNational Engineering Research Center for Advanced Polymer Processing TechnologyZhengzhou UniversityZhengzhou450002China

Poly(butylene adipate-co-terephthalate)(PBAT)is a promising biodegradable flexible polymer but suffers from slow crystallization rate,making it less attractive for some applications like the injection-molded products in comparison with low-density polyethylene(LDPE).This work aimed to accelerate the crystallization of PBAT by adding a self-assembly nucleating agent octamethylenedicarboxylic dibenzoylhydrazide(OMBH).PBAT/OMBH composites with various OMBH contents(0 wt%,0.5 wt%,0.7 wt%,1 wt%,2 wt%,3 wt%and 5 wt%)were prepared through *** effect of OMBH on the crystallization behavior,morphologies and mechanical properties of PBAT was *** highest nucleation efficiency value of 59.6%was achieved for PBAT with 0.7 wt%OMBH,much higher than that of 22.7%for PBAT with 0.7 wt%*** force microscopy results showed that OMBH formed fine fibers and induced the formation of transcrystalline layers of *** transform infrared spectroscopy(FTIR)combined with two-dimensional correlation spectra suggested that the intermolecular dipole-dipole N—H…O=C interactions but not hydrogen bond between OMBH and PBAT promoted the crystallization of PBAT in the initial period of *** presence of OMBH did not change the crystal form of PBAT but had positive contribution in enhancing its crystallinity and mechanical *** work is essential for preparing PBAT with high crystallization rate,enhancing its potential applications in injection-molded products.

关键词： Poly(butylene adipate-co-terephthalate) Biodegradable Self-assembly nucleating agent Crystallization

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LSTM Based Neural Network Model for Anomaly Event Detection in Care-Independent Smart Homes

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Computer Modeling in Engineering & Sciences 2024年第9期140卷 2689-2706页

作者： Brij B.Gupta Akshat Gaurav Razaz Waheeb Attar Varsha Arya Ahmed Alhomoud kwok tai Chui Department of Computer Science and Information Engineering Asia UniversityTaichung413TaiwanChina Symbiosis Centre for Information Technology(SCIT) Symbiosis International UniversityPune411057India Center for Interdisciplinary Research University of Petroleum and Energy Studies(UPES)Dehradun248007India Computer Engineering Ronin InstituteMontclairNJ 07043USA Management Department College of Business AdministrationPrincess Nourah bint Abdulrahman UniversityP.O.Box 84428Riyadh11671Saudi Arabia Department of Business Administration Asia UniversityTaichung413TaiwanChina Department of Electrical and Computer Engineering Lebanese American UniversityBeirut1102Lebanon Department of Computer Sciences Faculty of Computing and Information TechnologyNorthern Border UniversityRafha91911Saudi Arabia School of Science and Technology Hong Kong Metropolitan University(HKMU)Hong KongChina

This study introduces a long-short-term memory(LSTM)-based neural network model developed for detecting anomaly events in care-independent smart homes,focusing on the critical application of elderly fall *** balances the dataset using the Synthetic Minority Over-sampling Technique(SMOTE),effectively neutralizing bias to address the challenge of unbalanced datasets prevalent in time-series classification *** proposed LSTM model is trained on the enriched dataset,capturing the temporal dependencies essential for anomaly *** model demonstrated a significant improvement in anomaly detection,with an accuracy of 84%.The results,detailed in the comprehensive classification and confusion matrices,showed the model’s proficiency in distinguishing between normal activities and *** study contributes to the advancement of smart home safety,presenting a robust framework for real-time anomaly monitoring.

关键词： LSTM neural networks anomaly detection smart home health-care elderly fall prevention

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Conquer coronary artery perforation with magic hands

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Journal of Geriatric Cardiology 2024年第4期21卷 379-386页

作者： Yi-Lun ZOU Jian-Qiang LI Ding-Yu WANG Yong-tai GONG Li SHENG Yue LI Department of Cardiology the First Affiliated Hospital of Harbin Medical UniversityHarbinChina

Coronary artery perforation(CAP) poses a significant challenge for interventional cardiologists. Management of CAP depends on the location and severity of the perforation. The conventional method for addressing the perforation of large vessels involves the placement of a covered stent, while the perforation of distal and collateral vessels is typically managed using coils, autologous skin, subcutaneous fat, microspheres, gelatin sponge, thrombin or other substances. However, the above techniques have certain limitations and are not applicable in all scenarios. Our team has developed a range of innovative strategies for effectively managing CAP. This article provides an insightful review of the various tips and tricks for the treatment of CAP.

关键词： coronary sponge perforation

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Structural insight into palladium-nickel clusters over mordenite zeolite for carbene-insertion reaction

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Frontiers of Chemical Science and Engineering 2024年第9期18卷 89-99页

作者： Guangchao Li Ping-Luen Baron Ho Bryan kit Yue Ng tai-Sing Wu Pawel Rymarz Shik Chi Edman Tsang Department of Applied Biology and Chemical Technology The Hong Kong Polytechnic UniversityHong Kong 999077China Department of Chemistry University of OxfordOxford OX13QRUK Synchrotron Radiation Research Center Hsinchu 30076China

The advancement of heterogeneous catalysts incorporating metal clusters in the nanometric size range has garnered significant attention due to their extraordinary catalytic activity and *** detailed characterization and understanding of the atomic structure of these metal clusters within catalysts is crucial for elucidating the underlying reaction *** the present study,a distinctive three-atom PdNi cluster,characterized by two Pd atoms at terminal positions and a central Ni atom,was synthesized over mordenite *** presence of atomic PdNi clusters within the eight-membered ring side pocket area was confirmed by multiple advanced analytical techniques,including magic-angle spinning nuclear magnetic resonance spectroscopy,synchrotron X-ray powder diffraction,extended X-ray absorption fine structure spectroscopy,and high-angle annular dark-field scanning transmission electron *** catalytic activity of the confined active species was examined by the carbene-mediated reactions of ethyl-2-diazoacetate to ethyl-2-methoxyacetate as a model *** to the Pd-mordenite and Ni-mordenite,the PdNi-mordenite catalyst incorporates a PdNi cluster,which demonstrates a superior performance,achieving 100%conversion and high selectivity under the same reaction *** study elucidates the potential of constructing bimetallic clusters in zeolites,providing valuable insights for developing new heterogeneous catalysts applicable to a wide range of catalytic processes.

关键词： zeolite metal cluster synchrotron X-ray diffraction carbene-mediated reaction

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硅中BF_2^+注入束流效应的掠角背散射沟道分析

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核技术 1991年第4期14卷 217-220页

作者：李晓勤林成鲁杨根庆周祖尧邹世昌 E.ktai 中国科学院上海冶金研究所 Central Research Institute For Physics of the Hungarian Academy of Sciences

本文用掠角背散射沟道分析技术研究了能量为147keV,剂量为2×10^(15)/cm^2,束流为20—140μA(束流强度0.41—2.86μA/cm^2)的BF_2^+注入后的Si样品,分析了离子注入损伤的深度分布和移位原子浓度的变化,发现了用常规背散射沟道分析技术... 详细信息

本文用掠角背散射沟道分析技术研究了能量为147keV,剂量为2×10^(15)/cm^2,束流为20—140μA(束流强度0.41—2.86μA/cm^2)的BF_2^+注入后的Si样品,分析了离子注入损伤的深度分布和移位原子浓度的变化,发现了用常规背散射沟道分析技术所不能观测到的表层损伤的束流效应细节,并对这些现象进行了讨论。

关键词：硅 BF2^+ 分子离子注入束流效应

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