Artificial neural network for predicting the thermal conductivity of soils based on a systematic database

Effect of mesoscale internal structure on effective thermal conductivity of anisotropic geomaterials

(2022) Kai-Qi Li et al.   Acta Geotechnica

Influences of water and salt contents on the thermal conductivity of loess

(2021) Xusheng Yan et al.   Environmental Earth Sciences

Influence of geosynthetic reinforcement on the progressive failure of rigid columns under an embankment load

(2021) Xiaoxuan Yu et al.   Acta Geotechnica

Predicting effective thermal conductivity in sands using an artificial neural network with multiscale microstructural parameters

(2021) Wenbin Fei et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Prediction of the ground temperature variations caused by the operation of GSHP system with ANN

(2021) Shiyu Zhou et al.   GEOTHERMICS

Coupled thermal–hydraulic modeling of artificial ground freezing with uncertainties in pipe inclination and thermal conductivity

(2021) Yong Liu et al.   Acta Geotechnica

A generalized model for effective thermal conductivity of soils considering porosity and mineral composition

(2021) Kai-Qi Li et al.   Acta Geotechnica

Novel approach to estimate vertical scale of fluctuation based on CPT data using convolutional neural networks

(2021) Jin-Zhang Zhang et al.   ENGINEERING GEOLOGY

Performance evaluation of coaxial borehole heat exchangers considering ground non-uniformity based on analytical solutions

(2021) Xianwen Huang et al.   INTERNATIONAL JOURNAL OF THERMAL SCIENCES

MICS-ANN model: An artificial neural network model for fast computation of G-function in moving infinite cylindrical source model

(2021) Yutaka Shoji et al.   GEOTHERMICS

Meso-scale investigations on the effective thermal conductivity of multi-phase materials using the finite element method

(2020) Kai-Qi Li et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

A unified soil thermal conductivity model based on artificial neural network

(2020) Nan Zhang et al.   INTERNATIONAL JOURNAL OF THERMAL SCIENCES

A new thermal conductivity model for sandy and peat soils

(2019) Ying Zhao et al.   AGRICULTURAL AND FOREST METEOROLOGY

Predicting heat transfer of oscillating heat pipes for machining processes based on extreme gradient boosting algorithm

(2019) Ning Qian et al.   APPLIED THERMAL ENGINEERING

Assessment of soil thermal conduction using artificial neural network models

(2019) Tao Zhang et al.   COLD REGIONS SCIENCE AND TECHNOLOGY

Prediction of Layered Thermal Conductivity Using Artificial Neural Network in Order to Have Better Design of Ground Source Heat Pump System

(2018) Yanjun Zhang et al.   Energies

Thermal performance of a novel ultrasonic evaporator based on machine learning algorithms

(2018) Jitian Song et al.   APPLIED THERMAL ENGINEERING

Characterisation of Ground Thermal and Thermo-Mechanical Behaviour for Shallow Geothermal Energy Applications

(2017) Ana Vieira et al.   Energies

A modified normalized model for predicting effective soil thermal conductivity

(2017) Hailong He et al.   Acta Geotechnica

Thermal conductivity of a sandy soil

(2016) A. Alrtimi et al.   APPLIED THERMAL ENGINEERING

Thermal Conductivity of Pyroclastic Soil (Pozzolana) from the Environs of Rome

(2016) M. L. McCombie et al.   INTERNATIONAL JOURNAL OF THERMOPHYSICS

Estimation methods for thermal conductivity of sandy soil with electrical characteristics

(2016) Tetsuya Tokoro et al.   SOILS AND FOUNDATIONS

A new generalized soil thermal conductivity model for sand–kaolin clay mixtures using thermo-time domain reflectometry probe test

(2016) Nan Zhang et al.   Acta Geotechnica

Evaluation of soil thermal conductivity models

(2015) D. Barry-Macaulay et al.   CANADIAN GEOTECHNICAL JOURNAL

Anisotropic thermal conductivity of natural Boom Clay

(2014) Linh-Quyen Dao et al.   APPLIED CLAY SCIENCE

Comparison between regression and ANN models for relationship of soil properties and electrical resistivity

(2014) Fahad Irfan Siddiqui et al.   Arabian Journal of Geosciences

Canadian Field Soils III. Thermal-Conductivity Data and Modeling

(2014) V. R. Tarnawski et al.   INTERNATIONAL JOURNAL OF THERMOPHYSICS

A new thermal conductivity estimation model for weathered granite soils in Korea

(2014) Gyu-Hyun Go et al.   Geomechanics and Engineering

Thermal Conductivity of Standard Sands. Part III. Full Range of Saturation

(2013) V. R. Tarnawski et al.   INTERNATIONAL JOURNAL OF THERMOPHYSICS

Parameterizing soil organic carbon’s impacts on soil porosity and thermal parameters for Eastern Tibet grasslands

(2012) YingYing Chen et al.   Science China-Earth Sciences

Thermal Conductivity of Standard Sands. Part I. Dry-State Conditions

(2009) Vlodek R. Tarnawski et al.   INTERNATIONAL JOURNAL OF THERMOPHYSICS

Thermal conductivity of sands

(2008) Shan Xiong Chen   HEAT AND MASS TRANSFER