Geng‐Fu He - Publications, H-index & Citations

Geng‐Fu He

hong kong polytechnic university

6H指数

18论文数

100被引数

收录论文 8

发表时间

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

Computers and Geotechnics

IF6.2

2026-07-07

PREAI

Geng-Fu He; Pin Zhang

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

ACTA GEOTECHNICA

IF5.7

2025-01-03

PREAI

He, Geng-Fu; Yin, Zhen-Yu; Zhang, Pin

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

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

IF7.3

2024-12-01

PREAI

He, Geng-Fu; Zhang, Pin; Yin, Zhen-Yu

Multifidelity-based Gaussian process for quasi-site-specific probabilistic prediction of soil properties

CANADIAN GEOTECHNICAL JOURNAL

IF3.5

2024-10-01

PREAI

He, Geng-Fu; Zhang, Pin; Yin, Zhen-Yu; Goh, Siang Huat

A multi-fidelity residual neural network based surrogate model for mechanical behaviour of structured sand

INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS

IF3.6

2024-06-10

PREAI

Zhou, Zhihao; Yin, Zhen-Yu; He, Geng-Fu; Jiang, Mingjing

The potential of a multi-fidelity residual neural network based optimizer to calibrate DEM parameters of rock-like bonded granular materials 基于多保真度残差神经网络的优化器校准类岩石粘结颗粒材料DEM参数的潜力

COMPUTERS AND GEOTECHNICS

IF6.2

2024-04-01

PREAI

Zhou, Zhihao; Yin, Zhen -Yu; He, Geng-Fu; Zhang, Pin; Jiang, Mingjing

Development of an LSTM-based model for predicting the long-term settlement of land reclamation and a GUI-based tool

ACTA GEOTECHNICA

IF5.7

2023-02-08

PREAI

Chen, Xiao-Xuan; Yang, Jie; He, Geng-Fu; Huang, Lin-Chong

Multi-fidelity data-driven modelling of rate-dependent behaviour of soft clays

GEORISK-ASSESSMENT AND MANAGEMENT OF RISK FOR ENGINEERED SYSTEMS AND GEOHAZARDS

IF4.8

2022-11-29

PREAI

He, Geng-Fu; Zhang, Pin; Yin, Zhen-Yu; Jin, Yin-Fu; Yang, Yi

研究方向