Estimating the thermal conductivity of soils using six machine learning algorithms

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

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

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

(2022) Kai-Qi Li et al.   GEOTHERMICS

Modeling response spectrum compatible pulse-like ground motion

(2022) Guan Chen et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A novel technique based on the improved firefly algorithm coupled with extreme learning machine (ELM-IFF) for predicting the thermal conductivity of soil

(2021) Navid Kardani et al.   ENGINEERING WITH COMPUTERS

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

AI-powered landslide susceptibility assessment in Hong Kong

(2021) Haojie Wang et al.   ENGINEERING GEOLOGY

Machine learning enhancement of thermal response tests for geothermal potential evaluations at site and regional scales

(2021) Paul Bourhis 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

Thermal conductivity of undisturbed soil – Measurements and predictions

(2021) Per Schjønning   GEODERMA

Use of multiple LIDAR-derived digital terrain indices and machine learning for high-resolution national-scale soil moisture mapping of the Swedish forest landscape

(2021) Anneli M. Ågren et al.   GEODERMA

Response of soil thermal conductivity to various soil properties

(2021) Kaveh Malek et al.   INTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER

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 new method for determining the hydraulic aperture of rough rock fractures using the support vector regression

(2020) Zihao Sun et al.   ENGINEERING GEOLOGY

Modelling of soil solid thermal conductivity

(2020) Hailong He et al.   INTERNATIONAL COMMUNICATIONS IN 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

A generalized model for estimating effective soil thermal conductivity based on the Kasubuchi algorithm

(2019) Hengnian Yan et al.   GEODERMA

Estimating the soil salinity over partially vegetated surfaces from multispectral remote sensing image using non-negative matrix factorization

(2019) Ya Liu et al.   GEODERMA

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

Mesoscopic study of the effective thermal conductivity of dry and moist soil

(2018) Shanshan Cai et al.   INTERNATIONAL JOURNAL OF REFRIGERATION-REVUE INTERNATIONALE DU FROID

A generalized relationship between thermal conductivity and matric suction of soils

(2018) Sen Lu et al.   GEODERMA

Review of soil thermal conductivity and predictive models

(2017) Nan Zhang et al.   INTERNATIONAL JOURNAL OF THERMAL SCIENCES

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

Evaluation of soil thermal conductivity models

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

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 soils and rocks from the Melbourne (Australia) region

(2013) D. Barry-Macaulay et al.   ENGINEERING GEOLOGY

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