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基于多尺度Patch与卷积交互的电缆温度预测模型
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作者 王婷婷 李廷顺 +2 位作者 谭文 吕博 陈翼轩 《计算机应用》 北大核心 2026年第1期314-321,共8页
高压电缆长期过热可能导致绝缘热击穿,进而影响电网的稳定性。然而,当前研究主要集中在传统预测模型上,忽略了温度数据的复杂性和动态特征。为了解决此问题,提出一种基于多尺度Patch与卷积交互的电缆温度预测模型(MSP-CI)。首先,采用通... 高压电缆长期过热可能导致绝缘热击穿,进而影响电网的稳定性。然而,当前研究主要集中在传统预测模型上,忽略了温度数据的复杂性和动态特征。为了解决此问题,提出一种基于多尺度Patch与卷积交互的电缆温度预测模型(MSP-CI)。首先,采用通道重组采样方法降低输入维度,并构建多尺度Patch分支结构,以实现复杂时间序列的解耦;其次,结合序列分解与卷积交互策略,分别提取粗粒度Patch的宏观信息与细粒度Patch的微观信息;最后,构建注意力融合模块,以动态平衡宏观与微观信息的权重,并得到最终的预测结果。在真实高压电缆温度数据集上的实验结果表明,MSP-CI相较于TimeMixer、PatchTST(Patch Time Series Transformer)和MSGNet(Multi-Scale interseries Graph Network)等基线模型,在均方误差(MSE)上下降了7.02%~34.87%,在平均绝对误差(MAE)上下降了5.15%~32.04%。可见,MSP-CI能有效提升电缆温度预测的准确率,为电力调度运行提供依据。 展开更多
关键词 高压电缆 温度预测 多尺度 patch 卷积交互
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A Hierarchical Short Microneedle-Cupping Dual-Amplified Patch Enables Accelerated,Uniform,Pain-Free Transdermal Delivery of Extracellular Vesicles 被引量:1
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作者 Minwoo Song Minji Ha +8 位作者 Sol Shin Minjin Kim Soyoung Son Jihyun Lee Gui Won Hwang Jeongyun Kim Van Hieu Duong Jae Hyung Park Changhyun Pang 《Nano-Micro Letters》 2026年第1期268-289,共22页
Microneedles(MNs)have been extensively investigated for transdermal delivery of large-sized drugs,including proteins,nucleic acids,and even extracellular vesicles(EVs).However,for their sufficient skin penetration,con... Microneedles(MNs)have been extensively investigated for transdermal delivery of large-sized drugs,including proteins,nucleic acids,and even extracellular vesicles(EVs).However,for their sufficient skin penetration,conventional MNs employ long needles(≥600μm),leading to pain and skin irritation.Moreover,it is critical to stably apply MNs against complex skin surfaces for uniform nanoscale drug delivery.Herein,a dually amplified transdermal patch(MN@EV/SC)is developed as the stem cell-derived EV delivery platform by hierarchically integrating an octopusinspired suction cup(SC)with short MNs(≤300μm).While leveraging the suction effect to induce nanoscale deformation of the stratum corneum,MN@EV/SC minimizes skin damage and enhances the adhesion of MNs,allowing EV to penetrate deeper into the dermis.When MNs of various lengths are applied to mouse skin,the short MNs can elicit comparable corticosterone release to chemical adhesives,whereas long MNs induce a prompt stress response.MN@EV/SC can achieve a remarkable penetration depth(290μm)for EV,compared to that of MN alone(111μm).Consequently,MN@EV/SC facilitates the revitalization of fibroblasts and enhances collagen synthesis in middle-aged mice.Overall,MN@EV/SC exhibits the potential for skin regeneration by modulating the dermal microenvironment and ensuring patient comfort. 展开更多
关键词 Biomimetics CUPPING MICRONEEDLE Transdermal patch Extracellular vesicles
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Plant patch size,not number,determines vegetation recovery in mildly degraded Bangor alpine steppes under grazing exclusion
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作者 NIU Haishan LIU Min +6 位作者 ZHANG Jing KONG Qian LI Runfu ZHU Chuanlu CUI Xiaoyong WANG Shiping WANG Yanfen 《Journal of Mountain Science》 2026年第1期67-80,共14页
The alpine grassland vegetation on the Qinghai-Tibet Plateau is composed of plant patches in varied sizes.It remains uncertain whether vegetation recovery following grazing exclusion(GE)in degraded grasslands is drive... The alpine grassland vegetation on the Qinghai-Tibet Plateau is composed of plant patches in varied sizes.It remains uncertain whether vegetation recovery following grazing exclusion(GE)in degraded grasslands is driven by increases in patches number(NP),patch size(PS),or both.We based our predictions on two hypotheses:GE intensifies plant competition,and facilitation prevails near patches while competition prevails in interpatch spaces.We predicted that the NP would remain stable or decrease and PS would increase under GE treatment.To evaluate these predictions,we conducted a study in six lightly degraded alpine grasslands under free grazing(FG)conditions in Bangor County,Xizang Autonomous Region,China,with corresponding GE treatments using transects in 2017 and 2018.Results revealed that four sites in 2017 and five sites in 2018 had reduced NP and increased PS,with probabilities of 0.033(2017)and 0.004(2018),respectively,and a joint probability of 0.0001 under the null hypothesis that GE does not affect NP or PS.The NP reduction was solely due to the decrease in small patch sizes.An increase in PS was common across species,and a predominant tendency for NP reduction was observed among species across the sites.The overall changes in NP and PS were primarily driven by the three most abundant species(contributing more than 60%in both years),rather than by shifts in floristic composition.Our findings highlight that vegetation recovery in Bangor alpine steppes following GE relies solely on the expansion of existing patches rather than the recruitment of new ones in interpatch gaps.We recommend prioritizing growth-promoting measures,such as nutrient or water management,over seed addition when assisting with GE for restoring lightly degraded grasslands. 展开更多
关键词 Plant patches Stipa purpurea patch size Grazing exclusion Degraded restoration
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Engineering a Bilayered Scaffold as a Potential Cardiac Patch:From Scaffold Design to In Vitro Assessment
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作者 Adile Yuruk Ayhan Duzler +1 位作者 Sevil Dincer Isoglu Ismail Alper Isoglu 《Journal of Bionic Engineering》 2026年第1期394-415,共22页
In this study,we developed a novel bilayered scaffold consisting of a bottom layer composed of the Decellularized Bovine Pericardium(DP)coated with Polyaniline Nanoparticles(PANINPs)and a top layer made of an electros... In this study,we developed a novel bilayered scaffold consisting of a bottom layer composed of the Decellularized Bovine Pericardium(DP)coated with Polyaniline Nanoparticles(PANINPs)and a top layer made of an electrospun Poly(lactic-co-glycolic acid)/Gelatin(PLGA/Gel)membrane incorporated with Vascular Endothelial Growth Fac-tor(VEGF)and hawthorn extract.Functionally,the DP supplies native Extracellular Matrix(ECM)components and mechanical support,while PANINPs provide conductivity.The electrospun PLGA/Gel layer mimics fibrous ECM.It incorporates bioactives,with VEGF promoting pro-angiogenic stimulation and hawthorn extract enhanc-ing anticoagulant activity,as well as increasing surface hydrophilicity.The tissue adhesive ensures the interfacial integrity between the two layers.Decellularization efficiency was confirmed histologically using 4',6-diamidino-2-phenylindole(DAPI)and Hematoxylin-Eosin(H&E)staining.The DP exhibited a DNA content of 115.9±47.8 ng/mg DNA,compared to 982.88±395.42 ng/mg in Native Pericardium(NP).The PANINPs had an average par-ticle size of 104.94±13.7 nm.The conductivity of PANINPs-coated decellularized pericardium was measured to be 9.093±8.6×10-4 S/cm using the four-point probe method.PLGA/Gel membranes containing hawthorn extract(1%,5%,10%,and 15%w/v)and VEGF(0.1μg/mL,0.5μg/mL,and 1μg/mL)were fabricated by electrospinning,result-ing in fiber diameters between 850 and 1200 nm and pore sizes between 14 and 20μm.The anticoagulant efficiency of the membranes containing hawthorn extract reached 430 s in the Activated Partial Thromboplastin Time Assay(aPTT).Mechanical testing revealed a tensile strength of 22.70±6.33 MPa,an elongation of 53.58±10.63%,and Young's modulus of 0.67±0.10 MPa.The scaffold also exhibited over 91%cell viability and excellent cardiomyo-cyte adhesion.The hemolysis ratio was determined to be 0.421±0.191%,which confirms its blood compatibility.Our results indicate that the proposed bilayered scaffold can be a promising candidate for cardiac patch applications. 展开更多
关键词 Cardiac patch Bilayered scaffold DECELLULARIZATION ELECTROSPINNING Hawthorn extract VEGF
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Erratum to:a multi-modal smart chest patch for real-time cardiopulmonary monitoring and anomaly detection(vol 68,issue 12,page 4422,2025)
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作者 Shirong Qiu Tianxiao Xiao +5 位作者 Yihao Li Xiong Yu Shun Wu Yiming Zhang Yuanjing Lin Ni Zhao 《Science China Materials》 2026年第3期1814-1814,共1页
In the version of the article originally published in the volume 68,issue 12,2025 of Sci China Mater(pages 4413-4422,https://doi.org/10.1007/s40843-025-3667-7),the Chinese name of the co-first author(肖天孝)was incorr... In the version of the article originally published in the volume 68,issue 12,2025 of Sci China Mater(pages 4413-4422,https://doi.org/10.1007/s40843-025-3667-7),the Chinese name of the co-first author(肖天孝)was incorrect.The corrected Chinese name is:肖天笑. 展开更多
关键词 cardiopulmonary monitoring anomaly detection multi modal monitoring smart chest patch
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A patch-clamp study on human sperm Cl^- channel reassembled into giant liposome 被引量:1
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作者 Jun-Ping BAI Yu-Liang SHI Key Laboratory of Neurobiology,Intitute of Physiology,Shanghai Institutes for Biological Sciences,Chinese Academy of Science, Shanghai 200031,China 《Asian Journal of Andrology》 SCIE CAS CSCD 2001年第3期185-191,共7页
Aim: To record the single-channel currents and characterize the electrophysiological properties of the Cl^- channels inhuman sperm membrane. Methods: The membrane proteins extracted from the human sperm were reassembl... Aim: To record the single-channel currents and characterize the electrophysiological properties of the Cl^- channels inhuman sperm membrane. Methods: The membrane proteins extracted from the human sperm were reassembled intoliposome bilayer, and the liposomes were fused into giant liposomes with a diameter more than 10μm by dehydration-rehydration procedure. The giant liposomes were used to study the Cl^- channel activities by patch-clamp technique.Results: By patch clamping the giant liposome in an asymmetric NMDG (N-methyl-D-glucamine)-Cl (bath 100//pipette 200 mmol/L) solution system, three kinds of single-channel events with unit conductances of (74.1 ± 8.3) pS,(117.0±5.7) pS and (144.7±4.5) pS, respectively, were detected. Their activities were voltage-dependent and allwere blocked by SITS (4-acetamido-4'-isothiocyanato-stilbene-2', 2'-disulfonic acid) in a concentration-dependentmanner. By constructing the open and close dwell time distribution histograms and then fitting them with exponentialfunction, two time constants were obtained in both the open and the close states. The burst activity and conductancesubstate of the channels were observed. Conclusion; There exist three kinds of Cl^- channels with different conduc-tance in human sperm membrane at least. (Asian J Androl 2001 Sep; 3: 185 - 191) 展开更多
关键词 Cl^-channel giant liposome patch clamp human sperm membrane ion channel reassembly
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In vivo patch clamp recording technique in the study of neurophysiology 被引量:1
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作者 Lan-Wei CUI Yu-Rong LI 《Neuroscience Bulletin》 SCIE CAS CSCD 2006年第1期68-71,共4页
The patch clamp recording technique in vivois a blind patch clamp recording methods to record the current of the spinal or cereral neurons of anaes:hesia ( or awake) animals. This technique can be used to study the... The patch clamp recording technique in vivois a blind patch clamp recording methods to record the current of the spinal or cereral neurons of anaes:hesia ( or awake) animals. This technique can be used to study the synaptic function and plasticity in central nervous system in vivoin order to understand the physiological properties of the ion channels from an integrated point of view. The advantage of this technique have already presented itself in the study of the synaptic transmission and nervous network. Nowadays, in vivo patch whole-cell recording technique in combination with other techniques is becoming a common method in the research fields. 展开更多
关键词 patch clamp recording technique in vivo PHYSIOLOGY
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Action Mechanism Research of Lanthanons to Slow Vacuolar Ion Channels in Raphanus Satirus L.(Xinlimei) Radish by Patch-Clamp 被引量:1
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作者 Pin YANG Yan Fang SHANG Zhen Ming PEI 《Chinese Chemical Letters》 SCIE CAS CSCD 2001年第9期813-814,共2页
We used whole-vacuolar patch-clamp recording mode to study the action mechanism of La3+ to Slow Vacuolar (SV) channels for the first time. We recorded SV channel currents of Xinlimei (Raphanus satirus L.) vacuolars. T... We used whole-vacuolar patch-clamp recording mode to study the action mechanism of La3+ to Slow Vacuolar (SV) channels for the first time. We recorded SV channel currents of Xinlimei (Raphanus satirus L.) vacuolars. The minimum activation potentials of voltage-dependent SV channels tied in 25+/-5 mV. The increase in cytoplasmic Ca2+ led to enhancement of SV-type currents. It was found that the threshold potential of activation shifted towards more depolarized values whenever cytoplasmic Ca2+ was increased. When 10(-10) mol/L free La3+ was added to the bath, SV-type current was suppressed by 60 similar to 75%. These data showed La3+ reduced ion permeabilities of Xinlimei root vacuolar membrane. 展开更多
关键词 Whole-vacuolar recording SV-type current cytoplasmic Ca2+ La3+ patch-clamp
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Induction of pancreatic duct cells of neonatal rats into insulin-producing cells with fetal bovine serum: A natural protocol and its use for patch clamp experiments 被引量:1
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作者 San-Hua Leng Fu-Er Lu 《World Journal of Gastroenterology》 SCIE CAS CSCD 2005年第44期6968-6974,共7页
AIM: To induce the pancreatic duct cells into endocrine cells with a new natural protocol for electrophysiological study. METHODS: The pancreatic duct cells of neonatal rats were isolated, cultured and induced into ... AIM: To induce the pancreatic duct cells into endocrine cells with a new natural protocol for electrophysiological study. METHODS: The pancreatic duct cells of neonatal rats were isolated, cultured and induced into endocrine ceils with 15% fetal bovine serum for a period of 20 d. During this period, insulin secretion, MTT value, and morphological change of neonatal and adult pancreatic islet cells were comparatively investigated. Pancreatic β-cells were identified by morphological and electrophysiological characteristics, while ATP sensitive potassium channels (KATP), voltage-dependent potassium channels (Kv), and voltage-dependent calcium channels (KcA) in β-cells were identified by patch clamp technique. RESULTS: After incubation with fetal bovine serum, the neonatal duct cells budded out, changed from duct-like cells into islet clusters. In the first 4 d, MTT value and insulin secretion increased slowly (MTT value from 0.024 ±0.003 to 3.028±0.003, insulin secretion from 2.6±0.6 to 3.1±0.8 mIU/L). Then MTT value and insulin secretion increased quickly from d 5 to d 10 (MTT value from 0.028 ±0.003 to 0.052±0.008, insulin secretion from 3.1±0.8 to 18.3±2.6 mIU/L), then reached high plateau (MTT value 〉0.052±0.008, insulin secretion 〉18.3±2.6 mIU/L). In contrast, for the isolated adult pancreatic islet cells, both insulin release and MTT value were stable in the first 4 d (MTT value from 0.029±0.01 to 0.031±0.011, insulin secretion from 13.9±3.1 to 14.3±3.3 mIU/L), but afterwards they reduced gradually (MTT value 〈0.031 ±0.011, insulin secretion 〈8.2±1.5 mIU/L), and the pancreatic islet cells became dispersed, broken or atrophied correspondingly. The differentiated neonatal cells were identified as pancreatic islet cells by dithizone staining method, and pancreatic β-cells were further identified by both morphological features and electrophysiological characteristics, i.e. the existence of recording currents from KATP, Kv, and KCA. CONCLUSION: Islet cells differentiated from neonatal pancreatic duct cells with the new natural protocol are more advantageous in performing patch clamp study over the isolated adult pancreatic islet cells. 展开更多
关键词 Pancreatic duct cells Pancreatic precursor cells Insulin-producing cells patch clamp Experimental protocol ATP sensitive potassium channels Voltagedependent potassium channels Voltage-dependent calcium channels
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Study of Oligonucleotide Fixation on Bilayer Lipid Membranes by Patch-clamp Pipette Support
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作者 Nan Liu Zhixian Gao Huanying Zhou Yonghong He Mingxiang Yue 《稀有金属材料与工程》 SCIE EI CAS CSCD 北大核心 2006年第A03期324-326,共3页
One kind of novel BLMs was fabricated by patch-clamp pipette technology characterized in considerably sensitive to changes of electrochemical parameters.Detectiye currents and voltage presented linear relationship whe... One kind of novel BLMs was fabricated by patch-clamp pipette technology characterized in considerably sensitive to changes of electrochemical parameters.Detectiye currents and voltage presented linear relationship when BLMs was formed and it could be confirmed by Gramicidin method.Ion current was increased by dihexyl (C_ (12)) modified ssDNA fixed on the BLMs and also indicated linear relationship to ssDNA's concentration due to the interaction of (C_ 12)-ssDNA and BLMs.Further more,the regression equations were different from BLMs fixed with ssDNA probe and a blank control BLM in the same experimental conditions.The ssDNA probe was successfully fixed on patch-clamp pipette supported-BLMs.Based on our studies,a biosensor with reactive element of patch-clamp pipette-supported BLMs has been established. 展开更多
关键词 bilayer lipid membranes patch-clamp pipette OLIGONUCLEOTIDE
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Feasibility and limitation of patch-clamp recordings on neonatal rat cardiac ventricular slices
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作者 HUANG Dong LI Jingbo 《上海医学》 CAS CSCD 北大核心 2007年第S1期54-54,共1页
To attempt to the feasibility of whole-cell patch-clamp recordings on the cardiac ventricular slices of newborn(P3-P7)Sprague-Dawley(S-D)rats and find a good substitute of the single cardiac myocytes with enzymatic tr... To attempt to the feasibility of whole-cell patch-clamp recordings on the cardiac ventricular slices of newborn(P3-P7)Sprague-Dawley(S-D)rats and find a good substitute of the single cardiac myocytes with enzymatic treatment.High resistance seals(】1 GΩ)could be obtained in the cardiac ventricle tissue on this preparation without enzymatic treatment.Then,the cell-attached and whole-cell patch-clamp techniques can be achieved in the thin(200μm)cardiac slices.Averaged sodium current(n=ll cells)was recorded in cell-attached mode,displayed similar features to that previously reported from isolated rat ventricular myocytes.The outward potassium current,Hyperpolarization-activated cation channel or If channel(HCN channel)and action potential(AP)were recorded in whole-cell configuration(n=2 cells)and the similar properties can be seen from the cardiac slices.Cell-attached mode is a stable and reliable mode to record the ion treatment.Resting potential for cardiac slice,measured from Current-clamp recording in whole-cell mode,is about-50--70 mV.The resting potential value from the cardiac slice has similar property except that it is positive to the isolated cardiomyocytes by enzymes.Application of patch-clamp techniques to cardiac slices allows single channel recordings without complicated procedures of cell isolation.Moreover,possible alteration of channel properties caused by proteolytic enzymes can be avoided.In this paper,whole-cell patch-clamp recordings could be achieved on the cardiac slice and we affirmed the feasibility and values of the both recording modes on it.At the same time,there is difficulty and limitation of the application of whole-cell patch-clamp on the cardiac slice for the existence of large mount of connective tissue even in the newborn rats. 展开更多
关键词 clamp NEONATAL patch NEWBORN alteration VENTRICLE ENZYMATIC displayed attached ATTEMPT
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The Reconstructing of Low Signal-noise Ratio Single Ion Channel Signal from Patch-clamp Recordings Sampled in the Colored Background Noise
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作者 韩晓东 LiuXiangming 《High Technology Letters》 EI CAS 2002年第3期72-77,共6页
The single ion channel signal is an ionic current that can be recorded by the patch clamp technique. Hidden Markov model (HMM) algorithm has been used to convert the low signal noise ratio (SNR) noisy recording into a... The single ion channel signal is an ionic current that can be recorded by the patch clamp technique. Hidden Markov model (HMM) algorithm has been used to convert the low signal noise ratio (SNR) noisy recording into an idealized quantal one in the case of white background noise. The traditional HMM algorithm is extended and adapted to the colored background noise. A new algorithm called EHMM (Extended HMM) algorithm is proposed, and mainly validated by simulation. Results show that it’s effective. 展开更多
关键词 single ion channel signal patch clamp technique single reconstructing hidden Markov model EM algorithm
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Exploration of a new method of a biopatch based on the central concept of the multi-layer repair
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作者 Kai-Yue Guan Qing-Zhen Wu +1 位作者 Bo Ning En-Qiang Ling-Hu 《World Journal of Gastrointestinal Surgery》 2025年第12期455-458,共4页
This letter discusses the findings of Pang et al retrospective study on omental patch repair as a balanced treatment for gastric ulcer perforation.We acknowledge its clinical value while highlighting a critical limita... This letter discusses the findings of Pang et al retrospective study on omental patch repair as a balanced treatment for gastric ulcer perforation.We acknowledge its clinical value while highlighting a critical limitation:Conventional mechanical closure often results in fibrotic scarring and functional impairment across the mucosal,muscular,and neurovascular layers.To address this,we propose the innovative concept of“multi-layer repair”and present a proof-ofconcept three-dimensional bioprinted functional biopatch.This patch features a multilayer structure:An inner layer laden with gastric mucosal organoids and an outer layer containing primary gastric muscle cells,both integrated onto a wetadhesive electrospun membrane.Preliminary animal studies have yielded encouraging results,supporting its potential to promote functional restoration beyond mechanical sealing. 展开更多
关键词 Gastric perforation Omental patch Surgery Biopatch HYDROGEL
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Patching the cracks of catalyst layer for stable alkaline saline water electrolysis
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作者 Si-Hua Lin Jin He +2 位作者 Zi-Qi Tian Xiao-Peng Qi Yi-Chao Lin 《Rare Metals》 2025年第9期6760-6770,共11页
Using abundant saline water for electrolysis,rather than limited freshwater,presents a promising technique for generating clean hydrogen energy.However,high concentration of corrosive chloride ions in saline water pos... Using abundant saline water for electrolysis,rather than limited freshwater,presents a promising technique for generating clean hydrogen energy.However,high concentration of corrosive chloride ions in saline water poses a great challenge in the stability of anode.In this study,we present a straightforward strategy to protect the anode from corrosion by patching the catalyst layer through a treatment of the anode with a sodium sulfide(Na2S) solution followed by electrochemical activation.The rapid sulfurization of the Ni electrode in Na2S results in the formation of a Na2S layer,which can subsequently be converted to NiOOH upon electrochemical activation,thereby shielding the inner Ni electrode from corrosion.The as-prepared electrode (P-NiFe-LDH/Ni) based on the strategy demonstrated stability over 3,500 h at an industrial current density of 0.5 A cm^(-2)in a 0.5 M NaCl and 1 M KOH solution.This study presents an effective strategy to significantly enhance the stability of anodes for saline water electrolysis by effectively patching the cracks in the catalyst layer. 展开更多
关键词 NiFe-LDH patch Stability Saline electrolysis Corrosion
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Gold Nanoparticle-Incorporated Polyurethane/Collagen Nanofibrous Scaffold as a Potential Cardiac Patch
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作者 Hadiyeh Mozaffari Parisa Javadi +1 位作者 Reza Faridi-Majidi Mohammad Ali Derakhshan 《Journal of Bionic Engineering》 2025年第4期1910-1925,共16页
Due to the limited regeneration capacity of myocardial tissue after infarction,designing tissue engineering scaffolds are in demand.In the present study,electrospun nanofibrous scaffolds were made out of polyurethane,... Due to the limited regeneration capacity of myocardial tissue after infarction,designing tissue engineering scaffolds are in demand.In the present study,electrospun nanofibrous scaffolds were made out of polyurethane,collagen and gold nanoparticles with random and aligned nanofiber morphologies.The nanoparticles were green-synthesized using saffron extract.Nanoparticle characterizations with UV-Vis.spectroscopy and DLS illustrated theoretical and hydrodynamic diameters of around 7 and 13 nm,respectively,having zeta potential of−37 mV.SEM and TEM micrographs showed the morphology and diameters of obtained nanofibers.Also,further characterization were done by ATR-FTIR,XRD and TGA investigations and degradation studies.Contact angle measurements showed hydrophilic nature of the scaffolds(59±0.6°for aligned PU/Col/Au50 nanofibers compared to 120±2.6°for random PU nanofibers).Mechanical testing demonstrated appropriate tensile properties of the scaffolds for cardiac tissue engineering(Young’s modulus:1.53±0.07 MPa for aligned PU/Col/Au50 nanofibers compared to 0.4±0.05 MPa for random PU nanofibers).Finally,alamar blue assay revealed proper survival of the cells of HUVEC cell line on the prepared scaffolds,where the highest percentages were observed for random and aligned PU/Col/Au50 nanofibers.According to the findings,the fabricated PU/Col/AuNPs nanofibrous scaffolds could be considered as potential cardiac patches. 展开更多
关键词 Electrospun nanofiber POLYURETHANE COLLAGEN Gold nanoparticles Cardiac patch
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Multi-Phase Modeling for Vulnerability Detection & Patch Management: An Analysis Using Numerical Methods
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作者 Adarsh Anand Div ya +1 位作者 Deepti Aggrawal Omar H.Alhazmi 《Computers, Materials & Continua》 2025年第7期1529-1544,共16页
Software systems are vulnerable to security breaches as they expand in complexity and functionality.The confidentiality,integrity,and availability of data are gravely threatened by flaws in a system’s design,implemen... Software systems are vulnerable to security breaches as they expand in complexity and functionality.The confidentiality,integrity,and availability of data are gravely threatened by flaws in a system’s design,implementation,or configuration.To guarantee the durability&robustness of the software,vulnerability identification and fixation have become crucial areas of focus for developers,cybersecurity experts and industries.This paper presents a thorough multi-phase mathematical model for efficient patch management and vulnerability detection.To uniquely model these processes,the model incorporated the notion of the learning phenomenon in describing vulnerability fixation using a logistic learning function.Furthermore,the authors have used numerical methods to approximate the solution of the proposed framework where an analytical solution is difficult to attain.The suggested systematic architecture has been demonstrated through statistical analysis using patch datasets,which offers a solid basis for the research conclusions.According to computational research,learning dynamics improves security response and results in more effective vulnerability management.The suggested model offers a systematic approach to proactive vulnerability mitigation and has important uses in risk assessment,software maintenance,and cybersecurity.This study helps create more robust software systems by increasing patch management effectiveness,which benefits developers,cybersecurity experts,and sectors looking to reduce security threats in a growing digital world. 展开更多
关键词 Learning phenomenon numerical method patchING two-phase modelling VULNERABILITY
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PPFormer:Patch Prototype Transformer for Semantic Segmentation
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作者 Shanyuan Liu Yonggang Lu 《Journal of Beijing Institute of Technology》 2025年第4期405-417,共13页
Since the introduction of vision Transformers into the computer vision field,many vision tasks such as semantic segmentation tasks,have undergone radical changes.Although Transformer enhances the correlation of each l... Since the introduction of vision Transformers into the computer vision field,many vision tasks such as semantic segmentation tasks,have undergone radical changes.Although Transformer enhances the correlation of each local feature of an image object in the hidden space through the attention mechanism,it is difficult for a segmentation head to accomplish the mask prediction for dense embedding of multi-category and multi-local features.We present patch prototype vision Transformer(PPFormer),a Transformer architecture for semantic segmentation based on knowledge-embedded patch prototypes.1)The hierarchical Transformer encoder can generate multi-scale and multi-layered patch features including seamless patch projection to obtain information of multiscale patches,and feature-clustered self-attention to enhance the interplay of multi-layered visual information with implicit position encodes.2)PPFormer utilizes a non-parametric prototype decoder to extract region observations which represent significant parts of the objects by unlearnable patch prototypes and then calculate similarity between patch prototypes and pixel embeddings.The proposed contrasting patch prototype alignment module,which uses new patch prototypes to update prototype bank,effectively maintains class boundaries for prototypes.For different application scenarios,we have launched PPFormer-S,PPFormer-M and PPFormer-L by expanding the scale.Experimental results demonstrate that PPFormer can outperform fully convolutional networks(FCN)-and attention-based semantic segmentation models on the PASCAL VOC 2012,ADE20k,and Cityscapes datasets. 展开更多
关键词 hierarchical backbones patch prototype nonparametric learning semantic segmentation
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A new dimensionless number for dynamic plastic deformation analysis of clamped circular plates subjected to underwater blast loading
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作者 Weizheng Xu Yu Huang +4 位作者 Tong Li Hao Tang Yexun Li Hua Fu Xianxu Zheng 《Defence Technology(防务技术)》 2025年第9期294-302,共9页
A new dimensionless number is proposed for dynamic plastic deformation analysis of clamped circular plates under underwater explosion loads by introducing dimensional analysis method to the basic dynamical governing e... A new dimensionless number is proposed for dynamic plastic deformation analysis of clamped circular plates under underwater explosion loads by introducing dimensional analysis method to the basic dynamical governing equations of circular plates.The relation between dimensionless final plastic deformation of circular plates and the new dimensionless number is established based on massive underwater explosion test data.Meanwhile,comparative analysis was discussed with two other published dimensionless parameters which indicated the new dimensionless number proposed in this paper is more effective and extensive to predict the dynamic plastic response of circular plates under underwater explosion condition. 展开更多
关键词 Dimensionless number Underwater blast loading clamped circular plate Dynamic plastic deformation
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A microneedle substrate-based sutureless engineered cardiac patch for myocardial infarction repair
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作者 Zibo Liu Pengcheng Yang +7 位作者 Yueming Tian Heyuan Deng Jingjing Xia Binhan Li Bingyan Wu Yongcong Fang Zhuo Xiong Ting Zhang 《Bio-Design and Manufacturing》 2025年第6期917-929,I0001-I0003,共16页
Myocardial infarction(MI)is a challenging condition that results in scar formation on the ventricular wall,causing myocardial damage and ventricular thinning.Engineered cardiac patches(ECPs)designed to regenerate myoc... Myocardial infarction(MI)is a challenging condition that results in scar formation on the ventricular wall,causing myocardial damage and ventricular thinning.Engineered cardiac patches(ECPs)designed to regenerate myocardial tissue have been proposed to repair the ventricular wall and replenish myocardial cells.However,their clinical use is limited by manufacturing and fixation challenges.This study introduces a manufacturing strategy for a composite ECP,which comprises an antiadhesion shell layer,a conductive myocardial tissue,and an exosome-laden microneedle substrate.The ECP can anchor to the infarcted myocardium through its microneedle substrate.Meanwhile,its outer shell prevents nonspecific adhesion,enabling stable and suture-free attachment.Using this microneedle substrate,we applied a 3D-printed ECP in a rat model of post-MI repair.Our results showed that this strategy reduced left ventricular damage,improved cardiac ejection fraction,decreased the fibrotic area,increased ventricular wall thickness,improved microvascular recovery,and thus facilitated the repair of maladaptive ventricular remodeling post-MI.This microneedle substrate holds great promise for use in the fixation of patches during the repair of myocardial tissue and other organs,thereby promoting the clinical application of tissue-engineered patches. 展开更多
关键词 MICRONEEDLES Engineered cardiac patches Myocardial infarction repair
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A magnetic patch robot with photothermal-activated multi-modality for targeted anti-postoperative adhesion
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作者 Tanyong Wei Yang Hu +2 位作者 Ming Yang Chaoyang Shi Chengzhi Hu 《International Journal of Extreme Manufacturing》 2025年第5期388-402,共15页
Adhesive patches offer an effective approach for wound closure,making them highly suitable for biomedical applications.However,conventional patches often face limitations such as dual-sided adhesion,lack of shape adap... Adhesive patches offer an effective approach for wound closure,making them highly suitable for biomedical applications.However,conventional patches often face limitations such as dual-sided adhesion,lack of shape adaptability,and limited maneuverability,which restrict their applications in deeper tissues.In this paper,we develop a magnetic patch robot(PatchBot),for targeted Janus adhesion with tissues.The PatchBot features a unique triple-layer structure,with adhesive,shape-morphing,and anti-adhesive layers,each fulfilling roles to support targeted attachment,enable shape transformation,and prevent unwanted adhesion to surrounding tissues.The Janus adhesion of the PatchBot was extensively demonstrated across a variety of tissues.A localized near-infrared(NIR)laser irradiation was used to induce programmable shape transformations.Magnetic actuation of the PatchBot for targeted adhesion was successfully demonstrated in ex vivo porcine stomach tissue.NIR light-activated shape-morphing and multimodal magnetic actuation significantly enhance its maneuverability and adaptability in confined in vivo environments while ensuring the structural integrity of the adhesive surface during deployment.This proof-of-concept study demonstrates the feasibility of using PatchBot for targeted wound adhesion,showing its potential for minimally invasive,precision therapies in complex in vivo environments. 展开更多
关键词 miniature magnetic robot multimodal locomotion adhesive patch biomedical applications
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