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瓷fragments
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作者 姜振川 《毛纺科技》 北大核心 2026年第3期I0008-I0008,共1页
设计说明:《瓷fragments》服装设计作品从传统服饰中的团花纹样汲取灵感,以碎片化的陶瓷组成的团花图案呈现在服装上。作品以廓形感的风衣为造型载体,色彩上选用红色、卡其色为主调,搭配蓝色的青花碎片,既蕴含东方美学,又体现出兼具时... 设计说明:《瓷fragments》服装设计作品从传统服饰中的团花纹样汲取灵感,以碎片化的陶瓷组成的团花图案呈现在服装上。作品以廓形感的风衣为造型载体,色彩上选用红色、卡其色为主调,搭配蓝色的青花碎片,既蕴含东方美学,又体现出兼具时代感的时尚新风尚。 展开更多
关键词 瓷fragments 风衣 卡其色 红色 团花纹样 碎片化
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Microgeographic variation in the songs of an endemic Hawaiian honeycreeper
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作者 Paulo C.Ditzel Esther Sebastián-González Patrick J.Hart 《Avian Research》 2026年第1期116-122,共7页
Many bird species are known to differ in their vocal repertoires between populations across a range of geographic scales.This is generally assumed to be caused by acoustic drift and social learning of small difference... Many bird species are known to differ in their vocal repertoires between populations across a range of geographic scales.This is generally assumed to be caused by acoustic drift and social learning of small differences in songs among individuals in separate populations.To determine the extent to which vocal repertoire is structured in a highly nomadic species with a low degree of isolation among populations,we characterized the vocalizations of the'Apapane(Himatione sanguinea)and described the variations in its songs on a microgeographic scale.'Apapane had significant shifts in their songs in both fragmented and non-fragmented forest habitats,with little to no overlap in song meme structure within distances as short as 2 km,despite birds moving freely between areas with distinct songs.Forest fragments had unique song compositions and shared more syllables with closer fragments than with the ones further apart.Furthermore,microgeographic variation was relatively stable at a given recording location even over multiple years.This pattern of song differentiation in a highly mobile species at the microgeographic scale may be a consequence of their ability to learn new vocalizations over their life and of intraspecific mimicry,or“vocal matching”by individuals visiting other populations. 展开更多
关键词 BIOACOUSTICS DIALECTS Habitat fragmentation Hawaiian honeycreepers Microgeographic repertoire Vocal matching
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The SLOSS debate in fragmented grasslands:A multi-dimensional biodiversity perspective
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作者 Jia-Wei Yu Yong-Zhi Yan Qing Zhang 《Plant Diversity》 2026年第1期84-91,共8页
Conservationists have long debated whether fragmented habitats are best conserved by protecting a single large patch(SL)or several small patches(SS),i.e.,the SLOSS debate.Although this SLOSS debate has provided import... Conservationists have long debated whether fragmented habitats are best conserved by protecting a single large patch(SL)or several small patches(SS),i.e.,the SLOSS debate.Although this SLOSS debate has provided important insights into biodiversity conservation,research has predominantly focused on only one dimension of diversity(i.e.,taxonomic),failing to consider how phylogenetic and functional diversity might inform conservation strategies.In this study,we determined whether grasslands in the agro-pastoral ecotone of the Tabu River Basin,Inner Mongolia should be conserved by protecting a single large patch or several small patches.For this purpose,we quantified the relationships between three dimensions of biodiversity(taxonomic,phylogenetic,and functional diversity)and grassland patch area.We found species richness and the standardized effect size of phylogenetic diversity increased with patch area,whereas the standardized effect size of functional diversity decreased.Taxonomic measures of diversity indicated that the best strategy for conserving Tabu River Basin grasslands is to protect several small habitat patches;in contrast,phylogenetic and functional measures of diversity indicated that conserving a single large habitat patch was best.Our study emphasizes the necessity of considering multiple dimensions of diversity when designing conservation strategies for fragmented landscapes to achieve comprehensive biodiversity conservation. 展开更多
关键词 Diversity-area relationship SLOSS Habitat fragmentation Phylogenetic diversity Functional diversity Taxonomic diversity
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Phase-field simulation of the dendrite fragmentation by electromagnetic stirring in AA5754 aluminum alloy laser beam welding
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作者 Chunliang Yang Fan Yang +3 位作者 Xiangmeng Meng Stephen Nugraha Putra Marcel Bachmann Michael Rethmeier 《China Welding》 2026年第1期57-68,共12页
A phase-field model including magnetic field induced dendrite fragmentation was established and applied to the cases with different initial crystal nuclear positions for AA5754 aluminum alloy electromagnetic laser bea... A phase-field model including magnetic field induced dendrite fragmentation was established and applied to the cases with different initial crystal nuclear positions for AA5754 aluminum alloy electromagnetic laser beam welding.Compare the calculated results that include dendrite fragmentation caused by the thermal electromagnetic Lorentz force with the results that consider only the thermal electromagnetic Lorentz force,without fragmentation,at the characteristic time instants.Both in the early and late stages,the small fragmentation at the dendrite tip promotes the number of higher-order branches and their growth,especially in the direction perpendicular to the solidification.The later stage fragmentation has the possibility of breaking one grain into several,which verifies the possibility of grain refinement caused by dendrite fragmentation.The fracture surface caused by fragmentation also makes more solid-liquid interfaces and their growth.In addition,the cases with different initial nuclear positions were compared.The grain growth in the low-temperature zone can be inhibited by the equiaxed grains'fragmentation at the high-temperature area(179.8μm^(2) and 14.7% start at the center,115.4μm^(2) and 9.4% start at the high-temperature corner,134.3μm^(2) and 10.9%start at the low-temperature corner),which is another kind of grain refinement by the dendrite fragmentation.This kind of inhibition effect on grain growth in the low-temperature region will be enhanced with the increasing time interval between the two crystal nuclei’appearance(179.8μm^(2) and 14.7%when virtual grains appear at t=4.3803 s and t=4.3803 s,134.3μm^(2) and 10.9%at t=4.0977 s and t=3.9564 s,and 115.4μm^(2) and 9.4%at t=3.8151 s and t=3.5325 s). 展开更多
关键词 Laser beam welding ELECTROMAGNETIC Aluminum alloys Phase field method Equiaxed grain Dendrite fragmentation
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Effects of end caps of cylindrical casing on fragment velocity distribution
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作者 Yueguang Gao Jianping Fu +3 位作者 Siyu Wu Xuke Lan Kai Ren Rui Yang 《Defence Technology(防务技术)》 2026年第3期377-394,共18页
Fragment velocity distribution is an important parameter affecting the terminal effects of warheads.The rarefaction wave,end cap,and its confinement state can significantly affect the fragmentation of the cylindrical ... Fragment velocity distribution is an important parameter affecting the terminal effects of warheads.The rarefaction wave,end cap,and its confinement state can significantly affect the fragmentation of the cylindrical charge casing.Most of the existing studies have performed experiments and simulations considering the rarefaction wave and unfixed end caps;research on fixed end caps and sufficient theoretical explanations are limited.In this work,the effects of rarefaction waves,end caps,and their fixed states,on the fragment velocity distribution,were studied via experimentation and simulation,and reasonable theoretical explanations were provided.The results show that the rarefaction wave and end caps affect the fragment velocity by changing the pressure states of the detonation products.At the initiation end,the fragment velocities of casings with unfixed initiation ends are 33.3%(300 m/s)greater than that of casings without end caps,because of the weakening of the attenuation effect of the rarefaction wave.The fragment velocities of the casings with fixed initiation ends are 8.3%(100 m/s)greater than that of casings with unfixed initiation ends.At the non-initiation end,the fragment velocities are 24.8%(297 m/s)greater than that of a casing without end caps,and the reflecting shock wave generated by the fixed non-initiation end increases the fragment velocity by 7.3%(113 m/s),compared to the theoretical velocity.This work provides a basis for the structural design and analysis of the terminal effects of warheads. 展开更多
关键词 Fragment velocity Numerical simulation X-ray radiography Axial rarefaction waves Reflect shock wave Cylindrical casing
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Storage coefficient modeling and capacity evaluation of coal mine underground reservoirs considering gangue deformation and goaf structure
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作者 Yinghu Li Qiangling Yao +5 位作者 Feng Zong Ze Xia Qiang Xu Liqiang Yu Kaixuan Liu Haitao Li 《International Journal of Mining Science and Technology》 2026年第2期353-373,共21页
Coal mine underground reservoirs help address the severe water imbalance in ecologically fragile mining regions of western China,but evaluating their storage capacity remains challenging due to the coupled effects of ... Coal mine underground reservoirs help address the severe water imbalance in ecologically fragile mining regions of western China,but evaluating their storage capacity remains challenging due to the coupled effects of gangue deformation,saturation,and goaf geometry.This study investigates the deformation and void evolution of fragmented gangue with varying lithologies,particle sizes,and water contents through an independent-developed testing system and theoretical model.A planar micro-unit model and a three-dimensional spatial structure model are proposed to quantify the storage coefficient and total reservoir capacity of underground water storage structures.These models incorporate the effects of stratified lithologies,saturation-induced softening,and spatially distributed stress conditions.The methodology is applied to the underground reservoir in Chahasu coal mine,and the results show that under increasing stress,storage coefficients decline exponentially,with pronounced differences between single-and double-lithology structures.The storage coefficient in the spatial model demonstrate greater resilience to stress concentration compared to planar models,and further analysis identifies critical thresholds in roof fracture distances and stress-recovery times affecting long-term storage performance.This research provides a comprehensive framework for evaluating underground reservoir storage potential,offering theoretical support and engineering guidance for the sustainable utilization of mine water. 展开更多
关键词 Coal mine underground reservoir Storage coeffcient Fragmented gangue Caving zone Water-rock interaction
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Measuring hydrological alterations and landscape patterns for sustainable development through ecosystem connectivity in Hastinapur Wildlife Sanctuary,India
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作者 Sonali Kundu Narendra Kumar Rana Barnali Kundu 《Journal of Environmental Sciences》 2026年第1期322-338,共17页
Floodplain wetlands are invaluable ecosystems providing numerous ecological benefits,yet they face a global crisis necessitating sustainable preservation efforts.This study examines the depletion of floodplain wetland... Floodplain wetlands are invaluable ecosystems providing numerous ecological benefits,yet they face a global crisis necessitating sustainable preservation efforts.This study examines the depletion of floodplain wetlands within the Hastinapur Wildlife Sanctuary(HWLS)in Uttar Pradesh.Encroachment activities such as grazing,agriculture,and human settlements have fragmented and degraded critical wetland ecosystems.Additionally,irrigation projects,dam construction,and water diversion have disrupted natural water flow and availability.To assess wetland inundation in 2023,five classification techniques were employed:Random Forest(RF),Support Vector Machine(SVM),artificial neural network(ANN),Spectral Information Divergence(SID),and Maximum Likelihood Classifier(MLC).SVM emerged as the most precise method,as determined by kappa coefficient and index-based validation.Consequently,the SVM classifier was used to model wetland inundation areas from 1983 to 2023 and analyze spatiotemporal changes and fragmentation patterns.The findings revealed that the SVM clas-sifier accurately mapped 2023 wetland areas.The modeled time-series data demonstrated a 62.55%and 38.12%reduction in inundated wetland areas over the past 40 years in the pre-and post-monsoon periods,respectively.Fragmentation analysis indicated an 86.27%decrease in large core wetland areas in the pre-monsoon period,signifying severe habitat degradation.This rapid decline in wetlands within protected areas raises concerns about their ecological impacts.By linking wetland loss to global sustainability objectives,this study underscores the global urgency for strengthened wetland protection measures and highlights the need for integrating wetland conservation into broader sustainable development goals.Effective policies and adaptive management strategies are crucial for preserving these ecosystems and their vital services,which are essential for biodiversity,climate regulation,and human well-being. 展开更多
关键词 Wetland monitoring Hastinapur wildlife sanctuary Landscape fragmentation Sustainable development goals Ecosystem connectivity
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Fragmentation characteristics and mechanical response of hard rock indented by cutting picks:Effects of confinement,spacing,and pre-grooving
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作者 Pingkuang Luo Diyuan Li +1 位作者 Hiroyuki Noda Ruiyuan Li 《International Journal of Mining Science and Technology》 2026年第3期615-633,共19页
Efficient hard-rock fragmentation remains a critical challenge in mechanized mining.This study designed an adjustable-spacing mold and conducted double cutting pick indentation tests on granite.Mechanical responses an... Efficient hard-rock fragmentation remains a critical challenge in mechanized mining.This study designed an adjustable-spacing mold and conducted double cutting pick indentation tests on granite.Mechanical responses and fragmentation characteristics under varying horizontal stresses,pick spacings,and groove depths were systematically analyzed.Unidirectional stress concentration altered the rock fragmentation modes,exhibiting a dual effect on the fragmentation process.The maximum indentation force(F_(max)),indentation hardness index(IHI),indentation modulus(IM),and indentation energy(W)initially increased and then decreased with rising horizontal stress.Appropriate spacing promoted radial crack coalescence,whereas too small a spacing(20 mm)caused repetitive re-fragmentation of rock chips,and too large a spacing(50 mm)resulted in unbroken ridges.Pre-cut grooves weakened the rock,reducing F_(max) and specific energy(SE),thus improving fragmentation efficiency,although the improvement slowed beyond a 10-mm groove depth.Based on the results and rock-mass conditioning assisted fragmentation mechanism,a“stress-structure dual control”assisted fragmentation mechanism was proposed,and a“pre-drilling unloading−alternate stopping”mining scheme was exploratorily designed.This approach creates favorable conditions for rock fragmentation by reducing stress levels and rock mass integrity in target zones,providing theoretical support and an engineering paradigm for mecheanized mining of deep resources. 展开更多
关键词 Hard rock fragmentation Indentation tests Cutting pick Rock mass conditioning Mechanized mining scheme
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Policy Gaps in Land and Resource Planning:A Global Comparative Assessment
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作者 Jixiang Wu Jun Wu Tianxiang Long 《Journal of Environmental & Earth Sciences》 2026年第2期135-156,共22页
Integrated land and resource planning is critical for achieving global sustainability goals,yet a persistent chasm separates policy ambition from on-the-ground outcomes.The review article undertakes a comparative eval... Integrated land and resource planning is critical for achieving global sustainability goals,yet a persistent chasm separates policy ambition from on-the-ground outcomes.The review article undertakes a comparative evaluation across the world to diagnose the systemic gaps of the policy that is leading to this implementation failure.We come up with a general typology of 5 categories of gaps that are interconnected:spatial-temporal mismatches,institutional fragmentation,the knowledge-action divide,lack of equity and justice,and broken monitoring and feedback loops.In a comparative study of the High-Income Countries,Rapidly Developing Economies,and Low-Income Countries,we show how these universal gaps are reflected in specific contextual syndromes,which are defined by the political economy,state capacity,and global integration.As can be seen in the analysis,these failures are not stand-alone but exist in a vicious,self-perpetuating cycle that is based on power asymmetries,institutional path dependency,and scale mismatches.In order to break this cycle,we suggest a revolutionary structure of action,which is structured around integration,adaptive management,and justice.The framework identifies the specific operation strategies,such as developing meta-governance formations and establishing community tenure to implement participatory monitoring,and aligning a multi-scale agenda.We infer that the implementation gap must be bridged by going beyond technical solutions to ensure a virtuous circle of legitimate learning-oriented governance that can address the complexity of socio-ecological conditions of the Anthropocene. 展开更多
关键词 Land Use Policy Governance Fragmentation Policy Implementation Gap Environmental Justice Adaptive Management
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Gamma-type immunoglobulin enhances phagocytosis of amyloid-beta fibrils by microglia
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作者 Tian Zhou Yue Zhong +10 位作者 Shoujun Yu Ruibing Sun Zhenwei Zhang Xiaoyan Du Simon Ming-Yuen Lee Zhitong Chen Weiming Tian Yuxiao Lai Bing Song Yiming Zheng Zhen Xu 《Neural Regeneration Research》 2026年第8期3668-3676,共9页
The peripheral immune system has emerged as a regulator of neurodegenerative diseases such as Alzheimer’s disease.Microglia are resident immune cells in the brain that may orchestrate communication between the centra... The peripheral immune system has emerged as a regulator of neurodegenerative diseases such as Alzheimer’s disease.Microglia are resident immune cells in the brain that may orchestrate communication between the central nervous system and peripheral immune system,though the mechanisms are unclear.Here,we found that gamma-type immunoglobulin,a product originating from peripheral blood B cells,localized in the brain parenchyma of multiple mouse models with amyloid pathology,and was enriched on microglia but not on other brain cell types.Further experiments showed that gamma-type immunoglobulin bound to microglial cell membranes and led to diverse transcriptomic changes,including upregulation of pathways related to phagocytosis and immunity.Functional assays demonstrated that gamma-type immunoglobulin enhanced microglial phagocytic capacity for amyloid-beta fibrils via its Fc fragment,but not Fab fragment,fragment.Our data indicate that microglia,when exposed to gamma-type immunoglobulin,exhibit an enhanced capacity for clearing amyloid-beta fibrils,potentially via the gamma-type immunoglobulin Fc fragment signaling pathway.This suggests that parenchymal gamma-type immunoglobulin should be further investigated to determine whether it may play a beneficial role against Alzheimer’s disease by enhancing microglial function. 展开更多
关键词 adaptive immunity Alzheimer’s disease AMYLOID-BETA B cell blood-brain barrier cell membrane Fc fragment gamma-type immunoglobulin MICROGLIA PHAGOCYTOSIS
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Effects of biaxial confining stress on rock fragmentation and energy utilization in straight and empty hole blasting
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作者 CHEN Siyu YANG Liyun +4 位作者 WANG Quan LI Hongwei HUANG Chen SUI Zhe CHEN Xiang 《Journal of Mountain Science》 2026年第2期845-856,共12页
The global mining industry,particularly deep high-stress hard-rock mining,confronts prominent challenges of massive energy consumption and low crushing/grinding efficiency.Optimized blasting,as an alternative to grind... The global mining industry,particularly deep high-stress hard-rock mining,confronts prominent challenges of massive energy consumption and low crushing/grinding efficiency.Optimized blasting,as an alternative to grinding,effectively reduces energy usage and improves transportation efficiency.Despite extensive research on the effects of confining stress to cut blasting,studies focusing on fragmentation characteristics of deep confined blasting remain scarce.This study integrates theoretical analysis,similarity model tests,and SPH-FEM simulations to investigate fragmentation size distribution and energy dissipation under varying confining stresses.Results show that the Swebrec(SWE)function achieves superior fitting to fragmentation data(goodness-offit>0.95).With increasing confining stress,the fractal dimension of specimens increases(ranging from 2.16 to 2.42 in model tests),while fragmentation energy decreases—55.23% lower under high confining stress than no confining stress in tests,and 50.61%lower at 40 MPa than 0 MPa in simulations.The ratio of fragmentation energy to blasting energy is 2%-10%.Distinct from previous studies emphasizing confining stress macroeffects on cut blasting,this work explores fragmentation distribution functions and energy under biaxial confining stress,providing valuable insights for blasting efficiency evaluation and promoting energy conservation and emission reduction in post-mineral processing. 展开更多
关键词 Cut blasting Bidirectional confining stress Fragmentation energy Similarity model test Size distribution function SPH-FEM numerical simulation
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Deconvolution in Alzheimer’s disease
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作者 Sho Oasa Marianne Schultzberg Lars Terenius 《Neural Regeneration Research》 2026年第8期3545-3546,共2页
Alzheimer’s disease(AD)is the most common origin of sporadic dementia.Rare familial forms have identified a central role for toxicity based on aggregation of peptide fragments generated from amyloid precursor protein... Alzheimer’s disease(AD)is the most common origin of sporadic dementia.Rare familial forms have identified a central role for toxicity based on aggregation of peptide fragments generated from amyloid precursor protein(APP),named amyloid-beta(Aβ),which exists in two common forms,Aβ_(1-40)(Aβ_(40))and Aβ_(1-42)(Aβ_(42)).The latter is more neurotoxic.A common clinical biomarker measured in blood is the ratio Aβ_(42)/Aβ_(40). 展开更多
关键词 amyloid precursor protein app named DECONVOLUTION amyloid beta sporadic dementia Alzheimers disease aggregation peptide fragments clinical biomarker
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Double Ionization to CO_(2) Produces Molecular Oxygen:A Roaming Mechanism
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作者 Qibo Ma Xintai Hao +5 位作者 Jiaqi Zhou Xiaorui Xue Qingrui Zeng Peng Li Lei Wang Xueguang Ren 《Chinese Physics Letters》 2026年第1期17-25,共9页
Abiotic oxygen formation predates photosynthesis,sustaining early chemical evolution,yet its elementary mechanisms remain contested.Here,we show the production pathways for molecular oxygen from doubly ionized carbon ... Abiotic oxygen formation predates photosynthesis,sustaining early chemical evolution,yet its elementary mechanisms remain contested.Here,we show the production pathways for molecular oxygen from doubly ionized carbon dioxide upon electron-impact.Through fragment ions and electron coincidence momentum imaging,we unambiguously determine the ionization mechanism by measuring the projectile energy loss in association with the C^(+) +O_(2)^(+) channel.Further potential energy and trajectory calculations enable us to elucidate the dynamical details of this fragmentation process,in which a bond rearrangement pathway is found to proceed via the structural deformation to a triangular intermediate.Moreover,we demonstrate a further roaming pathway for the formation of O_(2)^(+) from CO_(2)^(+) 2,in which a frustrated C-O bond cleavage leaves the O atom without sufficient energy to escape.The O atom then wanders around varied configuration spaces of the flat potential energy regions and forms a C-O-O_(2)^(+) intermediate prior to the final products C^(+) +O_(2)^(+).Considering the large quantities of free electrons in interstellar space,the processes revealed here are expected to be significant and should be incorporated into atmospheric evolution models. 展开更多
关键词 carbon dioxide projectile energy loss abiotic oxygen double ionization fragment ions potential energy trajectory calculations ionization mechanism electron coincidence momentum imagingwe
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Thermo-hydro-mechanical coupling analysis of dynamic responses of green sandstone subjected to high-strain rates:Experimental study and damage-based modeling
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作者 Shi Liu Zewei Chen 《Journal of Rock Mechanics and Geotechnical Engineering》 2026年第1期542-565,共24页
Deep rock engineering is affected by coupled thermo-hydro-mechanical(THM)-dynamic fields,necessitating the elucidation of the dynamic mechanical behavior and failure mechanisms.This study utilized a Multi-field Couple... Deep rock engineering is affected by coupled thermo-hydro-mechanical(THM)-dynamic fields,necessitating the elucidation of the dynamic mechanical behavior and failure mechanisms.This study utilized a Multi-field Coupled Controlled Split Hopkinson Pressure Bar(MCC-SHPB)system to elucidate the cross-scale dynamic responses of rocks and the boundaries of failure modes under THM coupling.Impact tests were conducted on green sandstone under coupled conditions of temperature(25℃-80℃),confining pressure(0-15 MPa),and seepage water pressure(0-15 MPa).Scanning electron microscopy(SEM)microstructural characterization and COMSOL Multiphysics numerical simulations were conducted,and a dynamic constitutive theoretical framework and failure-prediction methodology were established.We investigated the impact toughness index(I_(t)),dynamic modulus(E_(d)),dynamic triaxial compressive strength(TCS_(d)),fragmentation degree(W),and failure modes of green sandstone under thermo-confining pressure-seepage-impact loading conditions.The key findings reveal that the(I_(t))reflects different energy regulation mechanisms across different confining pressure regimes.Thermal-microcrack interactions dominate at low pressure,and energy absorption prevails at high pressure.A triphasic dynamic modulus model captures stiffness evolution under energy-driven conditions,revealing cross-scale crack nucleation-propagation and fragment reorganization.The TCSd inflection point signifies energy dissipation shifts,causing nonlinear skeleton bearing-capacity degradation.A critical criterion based on the W was established to distinguish between the two failure modes and predict the unstable failure initiation.Numerical simulations were used to elucidate the effects of inertia-dominated crack propagation and stress wave interference,validating the critical criterion and the predictive accuracy of the theoretical model during cross-scale failure.This study provides a theoretical foundation for assessing the dynamic stability of rock masses subjected to multi-field coupling during deep resource exploitation. 展开更多
关键词 Multi-field coupled controlled split Hopkinson pressure bar(MCC-SHPB) Impact toughness index Modulus evolution model Fragmentation degree Thermo-hydro-mechanical failure criterion
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Noninvasive strategies for metabolic dysfunction-associated steatotic liver disease assessment and referral in Japan
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作者 Yoshihiro Kamada Yoshio Sumida +8 位作者 Hirokazu Takahashi Hiroshi Ishiba Miwa Kawanaka Toshifumi Tada Masato Yoneda Kento Imajo Yuya Seko Hideki Fujii Atsushi Nakajima 《World Journal of Gastroenterology》 2026年第2期18-36,共19页
To establish practical,evidence-based strategies for noninvasive assessment and referral of patients with metabolic dysfunction-associated steatotic liver disease(MASLD)in Japan,we must address the urgent clinical nee... To establish practical,evidence-based strategies for noninvasive assessment and referral of patients with metabolic dysfunction-associated steatotic liver disease(MASLD)in Japan,we must address the urgent clinical need for accurate risk stratification and timely specialist intervention.A panel of 11 Japanese hepatology experts conducted a modified Delphi process to evaluate consensus recommendations regarding the use of noninvasive tests(NITs),including the fibrosis-4 index,enhanced liver fibrosis test,Mac-2-binding protein glycosylation isomer,type IV collagen 7S,cytokeratin-18 fragments,and imaging modalities such as ultrasound elastography and magnetic resonance elastography,for MASLD assessment and clinical referral.Practical algorithms were developed based on current Japanese data and panel consensus.The expert panel validated the utility of NITs as reliable tools for identifying patients with MASLD at risk for advanced fibrosis.Sequential use of NITs improved diagnostic accuracy and referral appropriateness while minimizing unnecessary specialist consultations.The proposed algorithms offer stepwise guidance for primary care physicians,supporting efficient,evidence-based decisionmaking.However,prospective longitudinal studies remain necessary for full prognostic validation of NITs in MASLD management.Noninvasive testing algorithms enable effective risk stratification and referral for MASLD in real-world Japanese practice with anticipated benefit for patient outcomes and healthcare systems.Broader adoption and further validation are warranted. 展开更多
关键词 Fibrosis-4 index Enhanced liver fibrosis test Mac-2-binding protein glycosylation isomer Type 4 collagen 7S Cytokeratin-18 fragment ELASTOGRAPHY
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Data driven prediction of fragment velocity distribution under explosive loading conditions 被引量:4
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作者 Donghwan Noh Piemaan Fazily +4 位作者 Songwon Seo Jaekun Lee Seungjae Seo Hoon Huh Jeong Whan Yoon 《Defence Technology(防务技术)》 2025年第1期109-119,共11页
This study presents a machine learning-based method for predicting fragment velocity distribution in warhead fragmentation under explosive loading condition.The fragment resultant velocities are correlated with key de... This study presents a machine learning-based method for predicting fragment velocity distribution in warhead fragmentation under explosive loading condition.The fragment resultant velocities are correlated with key design parameters including casing dimensions and detonation positions.The paper details the finite element analysis for fragmentation,the characterizations of the dynamic hardening and fracture models,the generation of comprehensive datasets,and the training of the ANN model.The results show the influence of casing dimensions on fragment velocity distributions,with the tendencies indicating increased resultant velocity with reduced thickness,increased length and diameter.The model's predictive capability is demonstrated through the accurate predictions for both training and testing datasets,showing its potential for the real-time prediction of fragmentation performance. 展开更多
关键词 Data driven prediction Dynamic fracture model Dynamic hardening model FRAGMENTATION Fragment velocity distribution High strain rate Machine learning
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Performance evaluation of rock fragmentation prediction based on RF-BOA,AdaBoost-BOA,GBoost-BOA,and ERT-BOA hybrid models 被引量:3
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作者 Junjie Zhao Diyuan Li +2 位作者 Jian Zhou Danial JArmaghani Aohui Zhou 《Deep Underground Science and Engineering》 2025年第1期3-17,共15页
Rock fragmentation is an important indicator for assessing the quality of blasting operations.However,accurate prediction of rock fragmentation after blasting is challenging due to the complicated blasting parameters ... Rock fragmentation is an important indicator for assessing the quality of blasting operations.However,accurate prediction of rock fragmentation after blasting is challenging due to the complicated blasting parameters and rock properties.For this reason,optimized by the Bayesian optimization algorithm(BOA),four hybrid machine learning models,including random forest,adaptive boosting,gradient boosting,and extremely randomized trees,were developed in this study.A total of 102 data sets with seven input parameters(spacing-to-burden ratio,hole depth-to-burden ratio,burden-to-hole diameter ratio,stemming length-to-burden ratio,powder factor,in situ block size,and elastic modulus)and one output parameter(rock fragment mean size,X_(50))were adopted to train and validate the predictive models.The root mean square error(RMSE),the mean absolute error(MAE),and the coefficient of determination(R^(2))were used as the evaluation metrics.The evaluation results demonstrated that the hybrid models showed superior performance than the standalone models.The hybrid model consisting of gradient boosting and BOA(GBoost-BOA)achieved the best prediction results compared with the other hybrid models,with the highest R^(2)value of 0.96 and the smallest values of RMSE and MAE of 0.03 and 0.02,respectively.Furthermore,sensitivity analysis was carried out to study the effects of input variables on rock fragmentation.In situ block size(XB),elastic modulus(E),and stemming length-to-burden ratio(T/B)were set as the main influencing factors.The proposed hybrid model provided a reliable prediction result and thus could be considered an alternative approach for rock fragment prediction in mining engineering. 展开更多
关键词 Bayesian optimization BLASTING machine learning rock fragmentation
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Energy transfer in dynamic fragmentation of rock-like spheres:Insights from impact experiments 被引量:1
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作者 Jian Huang Yuan Yuan +3 位作者 Da Huang Tan Zeng Pusheng Zhang Xiang Huang 《Journal of Rock Mechanics and Geotechnical Engineering》 2025年第10期6439-6454,共16页
Rockfall represents a significant geological hazard in mountainous regions,characterized by a sudden and unpredictable feature.The process of dynamic fragmentation and energy conversion in a rockfall event remains com... Rockfall represents a significant geological hazard in mountainous regions,characterized by a sudden and unpredictable feature.The process of dynamic fragmentation and energy conversion in a rockfall event remains complex and not fully understood.This study aims to gain a further understanding of the energy transfer mechanism during rockfall impact and fragmentation by impact tests using a variety of rock-like sphere specimens.The experiments mainly focus on the quantitative correlation between fragmentation degree and influence factors,i.e.impact angle and velocity on steel and granite slabs.The analysis focuses on the energy distribution characteristics,energy dissipation mechanisms,and the energy conversion rate of the fragments during impact and fragmentation.The results show that there is a significant correlation between the energy conversion rate and the fragmentation degree.In normal impact tests,elasto-plastic deformation energy and fracture energy are found to be two primary categories of energy dissipation.The proportion of total kinetic energy after impact is inversely proportional to the initial energy.A comparative analysis between normal and inclined slab impact tests reveals that the impact angle significantly influences the energy conversion rate,which controls the fragmentation degree as well.In addition,the fragmentation degree is inversely proportional to the restitution coefficient.These findings contribute to a better understanding of the energy conversion mechanism during rockfall impact and fragmentation,providing valuable insight for the development of effective strategies to mitigate such rockfall hazards. 展开更多
关键词 ROCKFALL Normal impact Energy conversion Fragmentation degree
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A multi-dimensional percussion method for efficient drilling in HDR formations:Rock fragmentation mechanism,drilling energy analysis,and performance optimization 被引量:1
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作者 Zhaowei Sun Xiaoguang Wu +6 位作者 Zhongwei Huang Gensheng Li Xianzhi Song Zongjie Mu Huaizhong Shi Wenhao He Berdiev Alisher 《International Journal of Mining Science and Technology》 2025年第8期1271-1301,共31页
Percussion drilling is a promising approach for hot dry rock(HDR)fragmentation.However,understanding of HDR fragmentation mechanism under multi-dimensional percussion remains limited and hinders the corresponding dril... Percussion drilling is a promising approach for hot dry rock(HDR)fragmentation.However,understanding of HDR fragmentation mechanism under multi-dimensional percussion remains limited and hinders the corresponding drilling performance.Herein,an innovative true triaxial multi-dimensional percussion device was developed for the study of HDR fragmentation mechanism under in-situ temperature and stress conditions.Multi-dimensional percussion,involving both axial and torsional components,was applied to drilling in granite and carbonatite rocks sampled from the typical HDR target areas.Multiscale visualization techniques and a whale optimization-variational mode decomposition algorithm were employed to investigate the rock failure patterns and drilling energy characteristics.Results indicated that multi-dimensional percussion enhances brittle-ductile mixed failure in granite,characterized by transgranular,intergranular,and combined fracture patterns that promote rock cracking.In contrast,carbonatite drillhole displays enhanced brittle fragmentation and tortuous failure surface dominated by transgranular fracture pattern.Frequency-domain characteristics of penetration force signals for multidimensional percussion,especially the significant dominant frequency,amplitude,and high-frequency dissipation,indicate an increase in net energy for drilling into HDR and intensified rock fragmentation.Further,the effect of impact frequency on rock fragmentation performance was emphasized to maximize drilling efficiency.The optimal regulation schemes between axial and torsional impact frequencies are identified as 15 Hz+15 Hz for granite and 30 Hz+15 Hz for carbonatite.The reliability of the optimization approach was validated through a field test that employed a novel impactor in the geothermal well Fushen-1. 展开更多
关键词 Hot dry rock Percussion drilling Rock fragmentation Drilling energy Impact frequency
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Fluid evolution and fragmentation characteristics under high pressure water jet impact on thermal rock 被引量:1
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作者 Jianming Shangguan Zhaolong Ge +2 位作者 Qinglin Deng Yuhuai Cui Zhi Yao 《International Journal of Mining Science and Technology》 2025年第3期483-497,共15页
In the application of high-pressure water jet assisted breaking of deep underground rock engineering,the influence mechanism of rock temperature on the rock fragmentation process under jet action is still unclear.Ther... In the application of high-pressure water jet assisted breaking of deep underground rock engineering,the influence mechanism of rock temperature on the rock fragmentation process under jet action is still unclear.Therefore,the fluid evolution characteristics and rock fracture behavior during jet impingement were studied.The results indicate that the breaking process of high-temperature rock by jet impact can be divided into four stages:initial fluid-solid contact stage,intense thermal exchange stage,perforation and fracturing stage,and crack propagation and penetration stage.With the increase of rock temperature,the jet reflection angles and the time required for complete cooling of the impact surface significantly decrease,while the number of cracks and crack propagation rate significantly increase,and the rock breaking critical time is shortened by up to 34.5%.Based on numerical simulation results,it was found that the center temperature of granite at 400℃ rapidly decreased from 390 to 260℃ within 0.7 s under jet impact.In addition,a critical temperature and critical heat flux prediction model considering the staged breaking of hot rocks was established.These findings provide valuable insights to guide the water jet technology assisted deep ground hot rock excavation project. 展开更多
关键词 Fluid evolution Fragmentation characteristics Fracture process Water jet Thermal rock
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