Application of LSTM approach for modelling stress–strain behaviour of soil

Dynamic brittle fracture with eigenerosion enhanced material point method

(2020) Kun Zhang et al.   INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING

Three-dimensional numerical modelling on localised leakage in segmental lining of shield tunnels

(2020) Huai-Na Wu et al.   COMPUTERS AND GEOTECHNICS

Calculation of pressure on the shallow-buried twin-tunnel in layered strata

(2020) Hai-Min Lyu et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Evolutionary hybrid neural network approach to predict shield tunneling-induced ground settlements

(2020) Kun Zhang et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Using interpretable fuzzy rule-based models for the estimation of soil organic carbon from VNIR/SWIR spectra and soil texture

(2019) Nikolaos L. Tsakiridis et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI

(2019) Alejandro Barredo Arrieta et al.   Information Fusion

Numerical modeling of pile penetration in silica sands considering the effect of grain breakage

(2018) Yin-Fu Jin et al.   FINITE ELEMENTS IN ANALYSIS AND DESIGN

Tunneling induced geohazards in mylonitic rock faults with rich groundwater: A case study in Guangzhou

(2018) Ning Zhang et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Peeking inside the black-box: A survey on Explainable Artificial Intelligence (XAI)

(2018) Amina Adadi et al.   IEEE Access

LSTM: A Search Space Odyssey

(2017) Klaus Greff et al.   IEEE Transactions on Neural Networks and Learning Systems

Development of an inverse analysis framework for extracting dynamic soil behavior and pore pressure response from downhole array measurements

(2013) David R. Groholski et al.   INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS

Application of an Artificial Neural Network for Modeling the Mechanical Behavior of Carbonate Soils

(2013) V. Rashidian et al.   International Journal of Geomechanics

Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups

(2012) Geoffrey Hinton et al.   IEEE SIGNAL PROCESSING MAGAZINE

Predicting axial capacity of driven piles in cohesive soils using intelligent computing

(2011) Iyad Alkroosh et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Intelligent computing for modeling axial capacity of pile foundations

(2010) Mohamed A. Shahin   CANADIAN GEOTECHNICAL JOURNAL

A Novel Connectionist System for Unconstrained Handwriting Recognition

(2009) A. Graves et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Piles shaft capacity from CPT and CPTu data by polynomial neural networks and genetic algorithms

(2008) H. Ardalan et al.   COMPUTERS AND GEOTECHNICS

A unified constitutive model for both clay and sand with hardening parameter independent on stress path

(2007) Y.P. Yao et al.   COMPUTERS AND GEOTECHNICS