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Liquefaction prediction using support vector machine model based on cone penetration data

Pijush SAMUI

Frontiers of Structural and Civil Engineering 2013, Volume 7, Issue 1,   Pages 72-82 doi: 10.1007/s11709-013-0185-y

Abstract: This paper examines the potential of SVM model in prediction of liquefaction using actual field conepenetration test (CPT) data from the 1999 Chi-Chi, Taiwan earthquake.Using cone resistance ( ) and cyclic stress ratio ( ), model has been developed for prediction of liquefaction

Keywords： earthquake     cone penetration test     liquefaction     support vector machine (SVM)     prediction    

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Prediction of the shear wave velocity

Amoroso SARA

Frontiers of Structural and Civil Engineering 2014, Volume 8, Issue 1,   Pages 83-92 doi: 10.1007/s11709-013-0234-6

Abstract: to obtain rough estimates of the shear wave velocity from non-seismic dilatometer tests (DMT) and conepenetration tests (CPT).stress index), (constrained modulus) are more reliable and consistent than the CPT predictions from (cone

Keywords： horizontal stress index     shear wave velocity     flat dilatometer test     cone penetration test    

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In situ-based assessment of soil liquefaction potential–Case study of an earth dam in Tunisia

Ikram GUETTAYA,Mohamed Ridha EL OUNI

Frontiers of Structural and Civil Engineering 2014, Volume 8, Issue 4,   Pages 456-461 doi: 10.1007/s11709-014-0259-5

Abstract: The present paper examines the evaluation of liquefaction potential of an earth dam foundation in Tunisia. The assessment of soil liquefaction was made using deterministic and probabilistic simplified procedures developed from several case histories. The data collected from the field investigation performed before and after the vibrocompaction are analyzed and the results are reported. The obtained results show that after vibrocompaction, a significant improvement of the soil resistance reduces the liquefaction potential of the sandy foundation. Indeed, in the untreated layers, the factor of safety drops below 1 which means that the soil is susceptible for liquefaction. However, in the compacted horizons, the values of exceed the unit which justifies the absence of liquefaction hazard of the foundation.

Keywords： liquefaction     cone penetration test (CPT)     standard penetration test (SPT)     vibrcompaction     sand    

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Application of machine learning algorithms for the evaluation of seismic soil liquefaction potential

Mahmood AHMAD, Xiao-Wei TANG, Jiang-Nan QIU, Feezan AHMAD, Wen-Jing GU

Frontiers of Structural and Civil Engineering 2021, Volume 15, Issue 2,   Pages 490-505 doi: 10.1007/s11709-020-0669-5

Abstract: learning (ML) algorithms to evaluate the earthquake-induced liquefaction potential of soil based on the conepenetration test field case history records using the Bayesian belief network (BBN) learning softwareThe sensitivity analysis results showed that the cone tip resistance and vertical effective stress are

Keywords： seismic soil liquefaction     Bayesian belief network     cone penetration test     parameter learning     structural    

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A step forward towards a comprehensive framework for assessing liquefaction land damage vulnerability: Exploration from historical data

Mahmood AHMAD, Xiao-Wei TANG, Jiang-Nan QIU, Feezan AHMAD, Wen-Jing GU

Frontiers of Structural and Civil Engineering 2020, Volume 14, Issue 6,   Pages 1476-1491 doi: 10.1007/s11709-020-0670-z

Abstract: presents the development of a novel comprehensive framework based on select case history records of conepenetration tests using a Bayesian belief network (BBN) methodology to assess seismic soil liquefaction

Keywords： Bayesian belief network     liquefaction-induced damage potential     cone penetration test     soil liquefaction    

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Impingement of hollow cone spray on hot porous medium

ZHAO Zhiguo, XIE Maozhao

Frontiers in Energy 2008, Volume 2, Issue 3,   Pages 273-278 doi: 10.1007/s11708-008-0048-8

Abstract: understanding of the formation of homogenous mixture in a porous medium engine, the interaction between hollow coneheat transfer model and linearized instability sheet atomization (LISA) model to simulate the hollow coneWith a simple model to describe the structure of the porous medium, the interaction between hollow conespray and hot porous medium was simulated under different ambient pressures and spray cone angles.Differences in ambient pressure and spray cone angle affect the distribution of droplets in the porous

Keywords： improved version     simple     impingement     atomization     hollow    

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SPT based determination of undrained shear strength: Regression models and machine learning

Walid Khalid MBARAK, Esma Nur CINICIOGLU, Ozer CINICIOGLU

Frontiers of Structural and Civil Engineering 2020, Volume 14, Issue 1,   Pages 185-198 doi: 10.1007/s11709-019-0591-x

Abstract: The purpose of this study is the accurate prediction of undrained shear strength using Standard PenetrationTest results and soil consistency indices, such as water content and Atterberg limits.utilizes correct statistical analyses techniques on a relatively large database, such as using a train/testdeveloped in this study with the prior ones existing in literature, all models were applied on the test

Keywords： undrained shear strength     linear regression     random forest     gradient boosting     machine learning     standard penetrationtest    

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Hollow-fiber gas penetration electrodes efficiently produce renewable synthetic fuels

Frontiers in Energy 2022, Volume 16, Issue 5,   Pages 700-705 doi: 10.1007/s11708-022-0842-8

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Enhanced penetration strategies for transdermal delivery

Qiaofei Pan, Yinglin Yu, Dong Chen, Genlong Jiao, Xiaowen Liu

Frontiers of Chemical Science and Engineering 2020, Volume 14, Issue 3,   Pages 378-388 doi: 10.1007/s11705-019-1913-1

Abstract: Transdermal delivery offers several advantages in drug distribution, including convenience, painless administration, avoidance of first-pass metabolism, and ease of termination. However, the natural protective barriers of the skin, such as the stratum corneum, the topmost layer of skin, limit the systemic absorption of external therapeutics via transdermal delivery. Therefore, extensive application of transdermal delivery in medical treatment has been limited. Over the past few years, many formulation strategies and physical technologies, therefore, have been developed to enhance transdermal delivery. This review summarizes various formulation strategies proposed for transdermal delivery and their application in medical treatment.

Keywords： transdermal delivery     stratum corneum     enhanced penetration     therapeutics    

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of undercut on the lower bound stability of vertical rock escarpment using finite element and power cone

Frontiers of Structural and Civil Engineering   Pages 1040-1055 doi: 10.1007/s11709-022-0841-1

Abstract: Lower bound finite element limit analysis in association with Power Cone Programming (PCP) is applied

Keywords： undercut     vertical escarpment     stability     Hoek-Brown yield criterion     PCP    

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Impacts of cone-structured interface and aperiodicity on nanoscale thermal transport in Si/Ge superlattices

Pengfei JI, Yiming RONG, Yuwen ZHANG, Yong TANG

Frontiers in Energy 2018, Volume 12, Issue 1,   Pages 137-142 doi: 10.1007/s11708-018-0532-8

Abstract: on the cross-plane thermal conductivity reduction in the Si/Ge superlattices is studied by designing cone-structuredCompared with the even interface, the cone-structured interface contributes remarkable resistance toThe interface with divergent cone-structure shows the most excellent performance of all the simulatedreduction of the average thermal conductivity to the other Si/Ge superlattices with even, convergent cone-structuredThe design of divergent cone-structured interface sheds promising light on enhancing the thermoelectric

Keywords： thermoelectric material     thermal transport     Si/Gesuperlattics     molecular dynamics (MD)    

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Influence of short chain ceramides and lipophilic penetration enhancers on the nano-structure of stratum

Annett SCHROETER, Tanja ENGELBRECHT, Reinhard H. H. NEUBERT

Frontiers of Chemical Science and Engineering 2013, Volume 7, Issue 1,   Pages 29-36 doi: 10.1007/s11705-013-1302-0

Abstract: the influence of the short chain ceramides (CER)[NP] and [AP] as well as the impact of the lipophilic penetrationThe penetration enhancer OA has not influenced the repeat distance of the model membrane based on CERIPM showed the same effect but two phases (assigned as phase A and B) appeared, when IPM was used as penetration

Keywords： nano-structure of the stratum corneum     ceramide     penetration enhancer     model membrane     neutron diffraction    

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Study of high-strength CFRP bolted joints with failure- monitoring cone washers

Tsukasa KATSUMATA, Yoshihiro MIZUTANI, Akira TODOROKI, Ryosuke MATSUZAKI

Frontiers of Mechanical Engineering 2011, Volume 6, Issue 3,   Pages 272-276 doi: 10.1007/s11465-011-0231-1

Abstract: Additionally, the feasibility of damage monitoring using surface strains of the cone washer was demonstrated

Keywords： composite     bolted joint     failure monitoring     finite-element method    

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Study of mechanism of activating flux increasing weld penetration of AC A-TIG welding for aluminum alloy

HUANG Yong, FAN Ding, FAN Qinghua

Frontiers of Mechanical Engineering 2007, Volume 2, Issue 4,   Pages 442-447 doi: 10.1007/s11465-007-0076-9

Abstract: DCEN) and direct current electrode positive (DCEP), respectively, the flux differently affects weld penetrationAfter studied the effect of compelled arc con striction on weld penetration of AC welding, it is believedThe penetration has a relationship with the separate distribution of slag on the weld surface.The relationship between slag distribution and weld penetration was studied by adding aluminum powderFinally, the weld penetration is increased.

Keywords： A-TIG welding     surface     DCEN     electrode negative     increase    

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Penetration Depth of Projectiles Into Concrete Using Artificial Neural Network

Li Jianguang,Li Yongchi,Wang Yulan

Strategic Study of Chinese Academy of Engineering 2007, Volume 9, Issue 8,   Pages 77-81

Abstract: . , and output of penetration depth is established by dimensional analysis and theory of artificial neuralnetworks for problem of penetration depth of projectiles into concrete. Moreover,  a satisfied output about penetration depth from RBF neural network is gotten by

Keywords： neural networks     dimensional analysis     penetration depth of projectiles into concrete     nonlinear mapping    

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Title Author Date Type Operation

Liquefaction prediction using support vector machine model based on cone penetration data

Pijush SAMUI

Journal Article

Prediction of the shear wave velocity

Amoroso SARA

Journal Article

In situ-based assessment of soil liquefaction potential–Case study of an earth dam in Tunisia

Ikram GUETTAYA,Mohamed Ridha EL OUNI

Journal Article

Application of machine learning algorithms for the evaluation of seismic soil liquefaction potential

Mahmood AHMAD, Xiao-Wei TANG, Jiang-Nan QIU, Feezan AHMAD, Wen-Jing GU

Journal Article

A step forward towards a comprehensive framework for assessing liquefaction land damage vulnerability: Exploration from historical data

Mahmood AHMAD, Xiao-Wei TANG, Jiang-Nan QIU, Feezan AHMAD, Wen-Jing GU

Journal Article

Impingement of hollow cone spray on hot porous medium

ZHAO Zhiguo, XIE Maozhao

Journal Article

SPT based determination of undrained shear strength: Regression models and machine learning

Walid Khalid MBARAK, Esma Nur CINICIOGLU, Ozer CINICIOGLU

Journal Article

Hollow-fiber gas penetration electrodes efficiently produce renewable synthetic fuels

Journal Article

Enhanced penetration strategies for transdermal delivery

Qiaofei Pan, Yinglin Yu, Dong Chen, Genlong Jiao, Xiaowen Liu

Journal Article

of undercut on the lower bound stability of vertical rock escarpment using finite element and power cone

Journal Article

Impacts of cone-structured interface and aperiodicity on nanoscale thermal transport in Si/Ge superlattices

Pengfei JI, Yiming RONG, Yuwen ZHANG, Yong TANG

Journal Article

Influence of short chain ceramides and lipophilic penetration enhancers on the nano-structure of stratum

Annett SCHROETER, Tanja ENGELBRECHT, Reinhard H. H. NEUBERT

Journal Article

Study of high-strength CFRP bolted joints with failure- monitoring cone washers

Tsukasa KATSUMATA, Yoshihiro MIZUTANI, Akira TODOROKI, Ryosuke MATSUZAKI

Journal Article

Study of mechanism of activating flux increasing weld penetration of AC A-TIG welding for aluminum alloy

HUANG Yong, FAN Ding, FAN Qinghua

Journal Article

Penetration Depth of Projectiles Into Concrete Using Artificial Neural Network

Li Jianguang,Li Yongchi,Wang Yulan

Journal Article