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Deformation Evolution and Perceptual Prediction for Additive Manufacturing of Lightweight Composite Driven by Hybrid Digital Twins 被引量:1
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作者 Jinghua Xu Linxuan Wang +6 位作者 Mingyu Gao Chen Jia Qianyong Chen Kang Wang Shuyou Zhang Jianrong Tan Shaomei Fei 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2024年第5期94-112,共19页
This paper proposes a deformation evolution and perceptual prediction methodology for additive manufacturing of lightweight composite driven by hybrid digital twins(HDT).In order to improve manufacturing quality of ir... This paper proposes a deformation evolution and perceptual prediction methodology for additive manufacturing of lightweight composite driven by hybrid digital twins(HDT).In order to improve manufacturing quality of irregular lightweight composite through boosting conceptual design in aeronautic and aerospace engineering,the HDT meaning hybridization of physical and digital domains,including deformation and energy efficiency can be built,where the essential parameters can be perceptually predicted in advance,by virtue of the fusion of physical sensors and digital information.The long short term memory(LSTM)can be employed to void vanishing gradient problem and improve predicting precision via Recurrent Neural Networks,thereby laying a foundation for the HDT.The diverse manufacturing requirements of different regions are integrated into the parameters designing phase by attaching region weights confirmed via empiricism and in-service simulation.The effects of slicing strategy and external support structures on manufacturing quality are considered from the perspective of improving dimensional accuracy.The manufacturing efficiency and comprehensive costs are accounted as consideration factors,which are perceptually predicted via LSTM.The designed manufacturing parameters through HDT were virtually examined by evaluating the deformation and equivalent stress distributions of fabricated lightweight component with composite material through AM process simulation.The physical experiments were conducted to verify the HDT-based pre-designing and optimization method of manufacturing parameters via fused deposition modeling(FDM).The energy consumption of actual manufacturing process was measured via digital power meter and applied to evaluate accuracy of perceptual prediction outcomes.The dimensional accuracy and distortion distribution of the manufactured lightweight prototype made with composite material were measured through the coordinate measuring machine(CMM)and 3D optical scanner.The proposed method demonstrates effectiveness in improving manufacturing quality and accurately predicting energy consumption,which have been verified with a three-way solenoid valve element,in which the maximum deformation was reduced by 39.78%and the mean absolute percentage error for perceptual prediction was 3.76%. 展开更多
关键词 deformation evolution Perceptual prediction Lightweight composite Hybrid digital twins(HDT) Long short term memory(LSTM)
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Deformation evolution characterization of shallow-buried asymmetrically loaded twin-arch tunnels under long-term rainfall
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作者 Xiaohan ZHOU Hao CHEN +5 位作者 Tao WU Jilu ZHANG Xinrong LIU Tengfei WANG Guohao ZHANG Jun ZHENG 《Frontiers of Structural and Civil Engineering》 2025年第10期1739-1758,共20页
The rapid development of global transportation infrastructure has led to increasing applications of large-span shallow-buried tunnels in complex geological conditions.Shallow-buried twin-arch tunnels with asymmetric o... The rapid development of global transportation infrastructure has led to increasing applications of large-span shallow-buried tunnels in complex geological conditions.Shallow-buried twin-arch tunnels with asymmetric overburden are prone to deformation and instability under long-term rainfall,particularly in soft clayey strata.This study investigates the rainfall-induced deformation behavior of such tunnels through a combined physical modeling and numerical simulation approach,based on the Wulongshan Tunnel in Nanjing.Results show that rainfall primarily affects shallow slopes within the first 3 d,with delayed seepage responses and infiltration depths up to twice the tunnel diameter.Under sustained torrential rainfall,crown settlement increases by 50%compared to dry conditions,while surface deformation exceeds twice the dry-state value and surpasses crown settlement.A coupled seepage-deformation model incorporating strength softening captures a“slow-rapid-slow”settlement pattern with increasing rainfall and highlights elevated deep-seated sliding risk under extreme conditions.The findings clarify the deformation mechanisms of twin-arch tunnels under rainfall and provide a basis for support design,construction timing,and risk control in similar geotechnical environments. 展开更多
关键词 deformation evolution physical model test twin-arch tunnel silty clay shallow-buried asymmetrical loading
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A Characteristic Analysis of the Dynamic Evolution of Preseismic-Coseismic-Postseismic Interferometric Deformation Fields Associated with the M 7.9 Earthquake of Mani,Tibet in 1997 被引量:8
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作者 SHAN Xinjian ZHANG Guohong 《Acta Geologica Sinica(English Edition)》 SCIE CAS CSCD 2007年第4期587-592,共6页
By using the D-InSAR technique, we have acquired the temporal-spatial evolution images of preseismic.cosesimci-postseismic interferometric deformation fields associated with the M 7.9 earthquake of Mani, Tibet on 8 No... By using the D-InSAR technique, we have acquired the temporal-spatial evolution images of preseismic.cosesimci-postseismic interferometric deformation fields associated with the M 7.9 earthquake of Mani, Tibet on 8 November 1997. The analysis of these images reveals the relationships between the temporal-spatial evolution features of the interferometric deformation fields and locking, rupturing, and elastic restoring of the source rupture plane, which represent the processes of strain accumulation, strain release, and postseismic restoration. The result shows that 10 months prior to the Mani event, a left-lateral shear trend appeared in the seismic area, which was in accordance with the earthquake fault in nature. The quantity of local deformation on the north wall was slightly larger than that on the south wall, and the deformation distribution area of the north wall was relatively large. With the event impending, the deformation of the south wall varied increasingly, and the deformation center shifted eastward. Two and half monthd before the event, the west side of the fault was still locked while the east side began to slide, implying that the whole fault would rupture at any moment. These features can be regarded as short-term precursors to this earthquake. Within the period from 16 April 1996 to two and half months before the earthquake, the most remarkable deformation zones appeared in the north and south walls, which were parallel to and about 40 km apart from the fault, with accumulated local displacements of 344 mm and 251 mm on the north and south walls, respectively. The south wall was the active one with larger displacements. Five months after the earthquake, the distribution feature of interferometric fringes was just opposite to that prior to the event, expressing evident right-lateral shear. The recovered displacements are -179 mm on the north wall and -79 mm on the south wall, close to the east side of the fault. However, in the area of the south wall far from the fault there still existed a trend of sinistral motion. The deformation of the north wall was small but recovered fast in a larger area, while the active south wall began to recover from the east section of the fault toward the WSW. 展开更多
关键词 D-INSAR Mani earthquake evolution of deformation field of major earthquakes earthquake prediction
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Polyphase Deformation of the Weihai-Rongcheng UHP Unit Rocks,NE Sulu:Insights into the Tectonic Evolution of the Dabie-Sulu UHP and HP Belts,China 被引量:4
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作者 SUO Shutian ZHONG Zengqiu +1 位作者 ZHOU Hanwen YOU Zhendong 《Acta Geologica Sinica(English Edition)》 SCIE CAS CSCD 2007年第1期42-54,共13页
Different scales of structural data reveal a complex deformation history of ultrahigh- pressure (UHP) rocks exposed in the Weihai-Rongcbeng area, NE Sulu (northern Jiangsu-eastern Shandong), eastern China. Excludi... Different scales of structural data reveal a complex deformation history of ultrahigh- pressure (UHP) rocks exposed in the Weihai-Rongcbeng area, NE Sulu (northern Jiangsu-eastern Shandong), eastern China. Excluding pre-UHP deformations, at least five major sequential deformational stages (D1-Ds) are recognized. The first deformation (DO produced a weak foliation and lineation in massive eclogites. The foliated eclogite with a dominant foliation containing a stretching and mineral lineation was developed during the I)2 deformation. Both the D1 and D2 deformations occurred under UHP metamorphic conditions, and are well preserved in the eclogite bodies. D3 structures which developed shortly after the formation of granulite/amphibolite facies symplectites are characterized by imbricated associations marked by a regional, steeply dipping foliation, compositional layering, eclogite boudinage, isoclinal folds and reverse ductile shear zones. The D3 deformation was accompanied by decompressional partial melting. A regional, gently dipping amphibolite facies foliation and stretching lineation, low-angle detachments, and dome- and arc-shaped structures formed during the D4 deformation stage dominate to some degree the map pattern of the Weihai-Rongcbeng UHP domain. The last stage of deformation (Ds) gave rise to the final exhumation of the UHP rocks. Ds is characterized by development of brittle-dominated high-angle faulting associated with emplacement of large volmnes of undeformed granite plutons and dykes dated at 134-100 Ma. The deformational and metamorphic sequence followed by the UHP rocks in the Weihai-Rongcheng area is similar to that studied in the entire Dabie-Sulu UHP and HP metamorphic belts from microscopic to mapping scale. Based on structural data, combined with available petrographic, metamorphic and geochronological data, a speculative tectonic evolutionary model for the Dabie-Sulu UHP and IIP belts is proposed, involving continental subduction/collision between the Sino-Korean and Yangtze cratons and subsequent polyphase exhumation histories of the UHP and IIP metamorphic rocks. 展开更多
关键词 Weihai-Rongcheng area ultrahigh-pressure (UHP) metamorphism tectonic evolution polyphase deformation deformation partitioning
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Evolution of the deformation field and earthquake fracture precursors of strike-slip faults 被引量:4
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作者 Qi Zhang YongHong Zhao +6 位作者 Hang Wang Muhammad Irfan Ehsan JiaYing Yang Gang Tian ANDong Xu Ru Liu YanJun Xiao 《Earth and Planetary Physics》 CSCD 2020年第2期151-162,共12页
Seismic hazard analysis is gaining increased attention in the present era because of the catastrophic effects of earthquakes.Scientists always have as a goal to develop new techniques that will help forecast earthquak... Seismic hazard analysis is gaining increased attention in the present era because of the catastrophic effects of earthquakes.Scientists always have as a goal to develop new techniques that will help forecast earthquakes before their reoccurrence. In this research,we have performed a shear failure experiment on rock samples with prefabricated cracks to simulate the process of plate movement that forms strike-slip faults. We studied the evolution law of the deformation field to simulate the shear failure experiment, and these results gave us a comprehensive understanding of the elaborate strain distribution law and its formation process with which to identify actual fault zones. We performed uniaxial compression tests on marble slabs with prefabricated double shear cracks to study the distribution and evolution of the deformation field during shear failure. Analysis of the strain field at different loading stages showed that with an increase in the load, the shear strain field initially changed to a disordered-style distribution. Further, the strain field was partially concentrated and finally completely concentrated near the crack and then distributed in the shape of a strip along the crack. We also computed coefficients of variation(CVs) for the physical quantities u, v, and exy, which varied with the load. The CV curves were found to correspond to the different loading stages. We found that at the uniform deformation stage, the CV value was small and changed slowly,whereas at the later nonuniform deformation stage, the CV value increased sharply and changed abruptly. Therefore, the precursor to a rock sample breakdown can be predicted by observing the variation characteristics of CV statistics. The correlation we found between our experimental and theoretical results revealed that our crack evolution and sample deformation results showed good coupling with seismic distribution characteristics near the San Andreas Fault. 展开更多
关键词 strike-slip fracture digital image correlation method evolution of deformation field rock failure fracture precursor
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Quantitative analysis of microstructure evolution induced by temperature rise during(α+β) deformation of TA15 titanium alloy 被引量:2
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作者 Liang-Gang Guo Shuai Zhu +2 位作者 He Yang Xiao-Guang Fan Fu-Long Chen 《Rare Metals》 SCIE EI CAS CSCD 2016年第3期223-229,共7页
Temperature rise is a significant factor influencing microstructure during(α+β) deformation of TA15 titanium alloy.An experiment was designed to explore microstructure evolution induced by temperature rise due to... Temperature rise is a significant factor influencing microstructure during(α+β) deformation of TA15 titanium alloy.An experiment was designed to explore microstructure evolution induced by temperature rise due to deformation heat.The experiment was carried out in(α+β) phase field at typical temperature rise rates.The microstructures of the alloy under different temperature rise rates were observed by scanning electron microscopy(SEM).It is found that the dissolution rate of primary equiaxed a phase increases with the increase in both temperature and temperature rise rate.In the same temperature range,the higher the temperature rise rate is,the larger the final content and grain size of primary equiaxed a phase are due to less dissolution time.To quantitatively depict the evolution behavior of primary equiaxed a phase under any temperature rise rates,the dissolution kinetics of primary equiaxed a phase were well described by a diffusion model.The model predictions,including content and grain size of primary equiaxed a phase,are in good agreement with experimental observations.The work provides an important basis for the prediction and control of microstructure during hot working of titanium alloy. 展开更多
关键词 TA15 titanium alloy Temperature rise deformation heat Microstructure evolution model
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Observation of dislocation-mediated plastic deformation in TiMoN coating
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作者 Sheng-Hao Zhou Zhao-Guo Qiu +2 位作者 Zhen-Yu Wang Wei Yang Ai-Ying Wang 《Rare Metals》 2025年第4期2845-2852,共8页
The recently established theory has built clear connections between hardness and toughness and electron structure involving both valence electron concentration(VEC)and core electron count(CEC)in transition metal nitri... The recently established theory has built clear connections between hardness and toughness and electron structure involving both valence electron concentration(VEC)and core electron count(CEC)in transition metal nitride(TMN)ceramics.However,the underlying deformation mechanisms remain unclear.Herein,we conduct in-depth analysis on microstructure evolution during deformation of the high VEC-CEC solution TiMoN coatings having desired combination of high hardness and toughness.The effects of solid solution,preferred orientation linked with symbiotic compressive stress,grain size and dislocations are systematically discussed.We discover that numerous dislocations have been implanted into the nanocrystals of the TiMoN coating during the high-ionization arc deposition.Using two-beam bright-field imaging,we count the dislocation density and confirm occurrence of dislocation multiplication to form effective plastic deformation,which contributes to significant strain hardening,comparable to solid solution hardening,fine-grain hardening and compressive stress hardening.The improved dislocation activities also play a crucial role in enhancing the toughness by providing extra energy dissipation paths.This work gains new insights into the origins of mechanical properties of ceramic coatings and possibility to tune them via defects. 展开更多
关键词 timon coatings HARDNESS microstructure evolution deformation electron structure solid solutionprefe dislocation mediated plastic deformation deformation mechanisms valence electron
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Microstructural evolution during ultra-rapid annealing of severely deformed low-carbon steel: strain, temperature, and heating rate effects 被引量:3
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作者 M.A.Mostafaei M.Kazeminezhad 《International Journal of Minerals,Metallurgy and Materials》 SCIE EI CAS CSCD 2016年第7期779-792,共14页
An interaction between ferrite recrystallization and austenite transformation in low-carbon steel occurs when recrystallization is delayed until the intercritical temperature range by employing high heating rate. The ... An interaction between ferrite recrystallization and austenite transformation in low-carbon steel occurs when recrystallization is delayed until the intercritical temperature range by employing high heating rate. The kinetics of recrystallization and transformation is affected by high heating rate and such an interaction. In this study, different levels of strain are applied to low-carbon steel using a severe plastic deformation method. Then, ultra-rapid annealing is performed at different heating rates of 200–1100°C/s and peak temperatures of near critical temperature. Five regimes are proposed to investigate the effects of heating rate, strain, and temperature on the interaction between recrystallization and transformation. The microstructural evolution of severely deformed low-carbon steel after ultra-rapid annealing is investigated based on the proposed regimes. Regarding the intensity and start temperature of the interaction, different microstructures consisting of ferrite and pearlite/martensite are formed. It is found that when the interaction is strong, the microstructure is refined because of the high kinetics of transformation and recrystallization. Moreover, strain shifts an interaction zone to a relatively higher heating rate. Therefore, severely deformed steel should be heated at relatively higher heating rates for it to undergo a strong interaction. 展开更多
关键词 low-carbon steel annealing microstructural evolution recrystallization phase transformation plastic deformation
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Experimental study on strain field evolution around a simulated thrust fault
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作者 Yonghong Zhao Yanjun Xiao +2 位作者 Jiaying Yang Xiaofan Li Andong Xu 《Earthquake Science》 2023年第1期40-51,共12页
Earthquakes result from continuous geodynamic processes.A topic of significant interest for the scientific community is to elaborate on the phenomena governing the faulting and fracturing of crustal rocks.Therefore,in... Earthquakes result from continuous geodynamic processes.A topic of significant interest for the scientific community is to elaborate on the phenomena governing the faulting and fracturing of crustal rocks.Therefore,in this study,uniaxial compressive shear failure experiments were conducted on Fangshan marble rock samples with a prefabricated slot to simulate thrust faulting.The center of each marble plate(105 mm × 80 mm × 5 mm) was engraved with a 30-mm long double-sided nonpenetrating slot(depth:2 mm,width:0.5 mm).The deformation and destruction processes of the rock surface were recorded using a high-speed camera.The digital image correlation method was used to calculate the displacement and strain distribution and variation at different loading stages.The accumulative and incremental displacement fields u and v,strain field exand e_(y),and shear strain e_(xy) were analyzed.When the loading level reached its ultimate value,the strain field was concentrated around the prefabricated slot.The concentration reached a maximum at the ends of the prefabricated slot.The magnitude of shear strain reached 0.1.This experiment contributes to our understanding of the dynamic process of active faulting. 展开更多
关键词 experimental study deformation field evolution fracture process EARTHQUAKE
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Decoding Cryogenic Deformation Mechanisms in High-Entropy Alloys:A Comprehensive Review of Microstructural Evolution,Strengthening-Toughening Synergy,and Serrated Flow Dynamics
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作者 Xin Jiang Yi Li +3 位作者 Junfeng Duan Hong-lei Wang Yunbo Zhong Peijian Shi 《cMat》 2025年第4期74-112,共39页
High-entropy alloys(HEAs)exhibit exceptional mechanical properties under cryogenic conditions,defying the conventional strength-ductility trade-off observed in traditional metal.This review systematically consolidates... High-entropy alloys(HEAs)exhibit exceptional mechanical properties under cryogenic conditions,defying the conventional strength-ductility trade-off observed in traditional metal.This review systematically consolidates recent advancements in understanding the deformation mechanisms,microstructural dynamics,and anomalous mechanical responses of HEAs at cryogenic temperatures.Central to their performance is the synergy among deformation twinning,dislocation slip,stacking fault formation,and phase transformations,aided by the temperature-dependent stacking fault energy and complex internal stress fields.Notably,HEAs exhibit a unique strain-hardening behavior and fracture toughness enhancement at low temperatures,attributed to the activation of hierarchical twins and dynamic competition between slip modes.The serrated flow phenomenon,characterized by intermittent stress fluctuations during plastic deformation,reflects the interplay of local phase instabilities and defect interactions.Critically,the suppression of atomic diffusion and stabilization of metastable phases under cryogenic conditions contribute to structural integrity and postponed damage accumulation.This work highlights the transformative potential of HEAs in cryogenic engineering applications(e.g.,aerospace and deep-sea systems)and identifies knowledge gaps,such as the origin of strain localization and the role of multi-scale defects in fracture resistance.Future research directions include advanced in situ characterization,multi-physics modeling,and the design of novel HEA compositions tailored for extreme environments. 展开更多
关键词 cryogenic mechanical behaviors high-entropy alloys microstructural evolution and deformation mechanisms serrated flow strengthening and toughening
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Texture evolution during semicontinuous equal-channel angular extrusion process of interstitial-free steel
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作者 YAN Bo JIAO Sihai ZHANG Dianhua 《Baosteel Technical Research》 CAS 2015年第4期45-51,共7页
Semicontinuous equal-channel angular extrusion( SC-ECAE) is a novel severe plastic deformation technique that has been developed to produce ultrafine-grain steels. Instead of external forces being exerted on specime... Semicontinuous equal-channel angular extrusion( SC-ECAE) is a novel severe plastic deformation technique that has been developed to produce ultrafine-grain steels. Instead of external forces being exerted on specimens in the conventional ECAE,driving forces are applied to dies in SC-EACE. The deformation of interstitial-free( IF) steel w as performed at room temperature,and individual specimens w ere repeatedly processed at various passes. An overall grain size of 0. 55 μm w as achieved after 10 passes. During SC-ECAE,the main textures of IF steel included { 111} ,{ 110} ,{ 112} ,{ 110} ,and { 110} At an early stage,increasing dislocations induce new textures and increase intensity. When the deformation continues,low-angle boundaries are formed betw een dislocation cell bands,w hich cause some dislocation cell bands to change their orientation,and therefore,the intensity of the textures begins to decrease. After more passes,the intensity of textures continues to decrease w ith high-angle boundaries,and the sub-grains in dislocation cell bands continuously increase. The present study reports the evolution of textures during deformation; these w ere examined and characterized using high-resolution electron backscattered diffraction( EBSD) in a field emission scanning electron microscope. The mechanisms of texture evolution are discussed. 展开更多
关键词 severe plastic deformation semicontinuous equal-channel angular extrusion interstitial-free steel texture evolution electron backscattered diffraction
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Physical and mechanical properties of sandstone containing a single fissure after exposure to high temperatures 被引量:19
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作者 Zhu Tantan Jing Hongwen +3 位作者 Su Haijian Yin Qian Du Mingrui Han Guansheng 《International Journal of Mining Science and Technology》 SCIE EI CSCD 2016年第2期319-325,共7页
In order to investigate the physical and mechanical properties of sandstone containing fissures after exposure to high temperatures,fissures with different angles α were prefabricated in the plate sandstone samples,a... In order to investigate the physical and mechanical properties of sandstone containing fissures after exposure to high temperatures,fissures with different angles α were prefabricated in the plate sandstone samples,and the processed samples were then heated at 5 different temperatures.Indoor uniaxial compression was conducted to analyze the change rules of physical properties of sandstone after exposure to high temperature,and the deformation,strength and failure characteristics of sandstone containing fissures.The results show that,with increasing temperature,the volume of sandstone increases gradually while the quality and density decrease gradually,and the color of sandstone remains basically unchanged while the brightness increases markedly when the temperature is higher than 585 ℃;the peak strength of sandstone containing fissures first decreases then increases when the temperature is between 25℃and 400℃.The peak strain of sandstone containing fissures increases gradually while the average modulus decreases gradually with increasing temperature,and the mechanical properties of sandstone show obvious deterioration after 400 ℃.The peak strain of sandstone containing fissures increases gradually while the average modulus decreases gradually with increasing temperature;with increasing angle αof the fissure,the evolution characteristics of the macro-mechanical parameters of sandstone are closely related to the their own mechanical properties.When the temperature is 800 ℃,the correlation between the peak strength and average modulus of sandstone and the angle α of the fissure is obviously weakened.The failure modes of sandstone containing fissures after high temperature exposure are of three different kinds including:tensile crack failure,tensile and shear cracks mixed failure,and shear crack failure.Tensile and shear crack mixed failure occur mainly at low temperatures and small angles;tensile crack failure occurs at high temperatures and large angles. 展开更多
关键词 High temperature Sandstone containing fissure Strength characteristics deformation characteristics evolution law
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Crustal deformation and tectonic levels of Nujiang Gorge since the Miocene 被引量:1
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作者 LIU ZhiCheng JI JianQing +2 位作者 SA Xiao CHEN YaPeng ZHONG DaLai 《Science China Earth Sciences》 SCIE EI CAS CSCD 2018年第1期93-108,共16页
Crustal deformation shows different patterns at different depths due to changes in the physical properties of rock.Tectonic levels can be defined based on the geometry and deformation mechanisms of crustal deformation... Crustal deformation shows different patterns at different depths due to changes in the physical properties of rock.Tectonic levels can be defined based on the geometry and deformation mechanisms of crustal deformation patterns. Nujiang Gorge, with a high riverbed drop, great erosion depth, and strong deformation, has rock exposures at different tectonic levels and thus provides an ideal lab for deformation study. This paper takes the Nujiang Gorge from Chawalong to Fugong as the object to identify structural deformation patterns at different depths through field study and deformation analysis. At depth, the primary form of deformation is flow deformation, as shown on the outcrops at Maji. Ductile shear deformation can be found in many outcrops within the study region, e.g., the Gaoligong dextral shear zone and Puladi-Songta sinistral shear zone that lie to the south and north of Maji, respectively. Further to the north of Puladi, the dominated deformation pattern is similar fold and dense sub-vertical foliation. In addition, brittle faults, as evidence of shallow deformation, can be seen overprinting on the deeper deformation features all over the region. Based on those observations, this paper identifies four tectonic levels from depth to the surface: flow deformation, ductile shear deformation, similar fold, and brittle fault deformation, all of which result from the NEE-SWW compressive stress field. Further evidence from studies on the region′s thermal evolution and regional tectonics suggests that the development of different tectonic levels is closely linked to the discrepant uplift or denudation since the Miocene(~21 Ma). 展开更多
关键词 Tectonic level Nujiang Gorge Flow deformation Ductile shear deformation Thermal evolution
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