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Pin Zhang

National University of Singapore

35H指数
230论文数
4.3K被引数
收录论文 74
发表时间
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Knowledge-informed data-efficient characterisation of soil spatial variability知识引导的数据高效表征土壤空间变异性
errComputers and Geotechnics
IF6.2
err2026-07-07
err0
PREAI
errGeng-Fu He; Pin Zhang
err分享
err收藏
A knowledge-informed data-efficient framework for soil correlation modelling基于知识的信息高效土壤相关建模框架
errComputers and Geotechnics
IF6.2
err2026-05-11
err0
PREAI
errPin Zhang; Gang Yang
err分享
err收藏
Physics-informed data-driven modelling and computation in geotechnics物理信息数据驱动建模与计算在岩土工程中的应用
errgeorisk: assessment and management of risk for engineered systems and geohazards
IF0
err2026-03-11
err0
PREAI
errYushuo Zhang; Pin Zhang
err分享
err收藏
Postulate-Driven Neural Networks for Constitutive Modelling of Inelasticity, Internal Variable Discovery and FEM Implementation假设驱动的神经网络用于非弹性本构建模、内变量发现和有限元实现
errInternational Journal for Numerical Methods in Engineering
IF2.9
err2026-01-15
err1
PREAI
errZhang, Pin; Cornejo, Alejandro; Ulloa, Jacinto; Karapiperis, Konstantinos
err分享
err收藏
Data-driven modelling in geomechanics and geoengineering数据驱动建模在岩土力学与岩土工程中的应用
errGEORISK-ASSESSMENT AND MANAGEMENT OF RISK FOR ENGINEERED SYSTEMS AND GEOHAZARDS
IF4.8
err2025-11-01
err0
PREAI
errYin, Zhen-Yu; Zhang, Pin; Sheil, Brian
err分享
err收藏
Neural network based numerical integration for elastoplastic constitutive relations基于神经网络的弹塑性本构关系的数值积分
errComputers and Geotechnics
IF6.2
err2025-10-27
err0
PREAI
errPin Zhang
err分享
err收藏
Optically adaptive camouflage with real-time environmental rendering on e-paper displays光学自适应伪装技术，结合实时环境渲染在电子纸显示上的应用
errOptics & Laser Technology
IF0
err2025-10-16
err0
PREAI
errPenghan Luan; Heng Liu; Mingwu He; Chen Feng; Pin Zhang; Suhong Wang
err分享
err收藏
Artificial intelligence transformations in geotechnics: progress, challenges and future enablers人工智能在土力学与地基工程中的变革：进展、挑战与未来推动因素
errComputers and Geotechnics
IF6.2
err2025-09-08
err0
errOAAI
errBrian Sheil; Christos Anagnostopoulos; Róisín Buckley; Matteo Oryem Ciantia; Eky Febrianto; Jinlong Fu; Zhiwei Gao; Xueyu Geng; Bin Gong; Kevin Hanley; Pengpeng He; Kostas Kolomvatsos; Bruna de C.F.L. Lopes; Jelena Ninic; Marco Previtali; Mohammad Rezania; Agustin Ruiz-Lopez; Jin Sun; Stephen Suryasentana; David Taborda; Stefano Utili; Scott Whyte; Pin Zhang
err分享
err收藏
A universal fluorescent lateral flow strip approach based on molecular beacon-assisted rolling circle amplification for point-of-care nucleic acid detection一种基于分子信标辅助滚环扩增的通用荧光侧向流动条带方法，用于即时核酸检测
errSensors and Actuators Reports
IF7.6
err2025-07-23
err0
errOAAI
errXiaopeng Chen; Wentao Wang; Pin Zhang; Qionglin Wang; Kangbo Liu; Fengfang Ding; Xianwei Zhang; Ligong Hou; Yingyu Zhang; Wancun Zhang
err分享
err收藏
Automated digital reconstruction of high-fidelity present-day geometries for segmental tunnel linings based on segmented point clouds基于分块点云的高保真度现代表面几何形状的自动化数字重建，用于分段隧道衬砌
errTunnelling and Underground Space Technology
IF7.4
err2025-07-07
err0
PREAI
errWei Lin; Brian Sheil; Pin Zhang; Jiaqi Chang; Xiongyao Xie
err分享
err收藏
Active learning informed proper orthogonal decomposition for reduced order modelling of heat transfer in porous medium基于主动学习指导的正交分解对多孔介质中传热的降阶建模
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2025-06-23
err0
PREAI
errPin Zhang; Brian Sheil; Mark Girolami
err分享
err收藏
Structural geometry-informed 3D deep learning for segmental tunnel lining analysis in point clouds结构几何信息驱动的3D深度学习在点云中分段隧道衬砌分析中的应用
errAUTOMATION IN CONSTRUCTION
IF11.5
err2025-06-13
err0
PREAI
errLin, Wei; Sheil, Brian; Zhang, Pin; Li, Kang; Xie, Xiongyao
err分享
err收藏
A Comprehensive Investigation of Physics-Informed Learning in Forward and Inverse Analysis of Elastic and Elastoplastic Footing
errCOMPUTERS AND GEOTECHNICS
IF6.2
err2025-05-01
err0
PREAI
errChen, Xiao-Xuan; Zhang, Pin; Yin, Zhen-Yu
err分享
err收藏
t-PiNet: A thermodynamics-informed hierarchical learning for discovering constitutive relations of geomaterials
errJOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS
IF6
err2025-04-01
err0
PREAI
errZhang, Pin; Karapiperis, Konstantinos; Weeger, Oliver
err分享
err收藏
Uncertainty quantification in data-driven modelling with application to soil properties prediction数据驱动建模中的不确定性量化及其在土壤特性预测中的应用
errACTA GEOTECHNICA
IF5.7
err2025-01-03
err0
PREAI
errHe, Geng-Fu; Yin, Zhen-Yu; Zhang, Pin
err分享
err收藏
Active learning inspired multi-fidelity probabilistic modelling of geomaterial property主动学习启发了地物属性的多保真度概率建模
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-12-01
err0
PREAI
errHe, Geng-Fu; Zhang, Pin; Yin, Zhen-Yu
err分享
err收藏
Multi-Fidelity Learned Emulator for Waves and Porous Coastal Structures Interaction Modelling
errCOMPUTERS AND GEOTECHNICS
IF6.2
err2024-12-01
err2
PREAI
errZhang, Pin; Sheil, Brian; Cheng, Qian
err分享
err收藏
Multifidelity-based Gaussian process for quasi-site-specific probabilistic prediction of soil properties
errCANADIAN GEOTECHNICAL JOURNAL
IF3.5
err2024-10-01
err4
PREAI
errHe, Geng-Fu; Zhang, Pin; Yin, Zhen-Yu; Goh, Siang Huat
err分享
err收藏
Enhanced Hybrid Algorithms for Segmentation and Reconstruction of Granular Grains From X-Ray Micro Computed-Tomography Images用于从x射线微计算机断层扫描图像中分割和重建颗粒颗粒的增强混合算法
errINTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS
IF3.6
err2024-09-19
err4
errOAAI
errLi, Ruidong; Zhang, Pin; Yin, Zhen-Yu; Sheil, Brian
err分享
err收藏
Semiempirical Predictive Models for Seismically Induced Slope Displacements Considering Ground Motion Directionality
errJOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING
IF4.4
err2024-09-01
err1
PREAI
errWang, Mao-Xin; Leung, Andy Yat Fai; Wang, Gang; Zhang, Pin
err分享
err收藏

研究方向

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