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

Multiscale modeling of thermo-mechanical responses of granular materials: A hierarchical continuum–discrete coupling approach

(2020) Shiwei Zhao et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Optimization of thermal conductivity of UO2–Mo composite with continuous Mo channel based on finite element method and machine learning

(2020) Biaojie Yan et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Machine learning prediction of thermal transport in porous media with physics-based descriptors

(2020) Han Wei 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

Artificial neural network-based prediction of effective thermal conductivity of a granular bed in a gaseous environment

(2019) Raghuram Karthik Desu et al.   Computational Particle Mechanics

Materials Informatics for Heat Transfer: Recent Progresses and Perspectives

(2019) Shenghong Ju et al.   Nanoscale and Microscale Thermophysical Engineering

A machine learning approach to thermal conductivity modeling: A case study on irradiated uranium-molybdenum nuclear fuels

(2019) Elizabeth J. Kautz et al.   COMPUTATIONAL MATERIALS SCIENCE

The effects of packing structure on the effective thermal conductivity of granular media: A grain scale investigation

(2019) Weijing Dai et al.   INTERNATIONAL JOURNAL OF THERMAL SCIENCES

Quantifying the impact of rigid interparticle structures on heat transfer in granular materials using networks

(2019) Wenbin Fei et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Impact of three-dimensional sphericity and roundness on heat transfer in granular materials

(2019) Wenbin Fei et al.   POWDER TECHNOLOGY

Network analysis of heat transfer in sphere packings

(2019) Wenbin Fei et al.   POWDER TECHNOLOGY

Discrete element method for effective thermal conductivity of packed pebbles accounting for the Smoluchowski effect

(2018) M. Moscardini et al.   FUSION ENGINEERING AND DESIGN

Predicting the effective thermal conductivities of composite materials and porous media by machine learning methods

(2018) Han Wei et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Effect of deformation on the thermal conductivity of granular porous media with rough grain surface

(2017) Roohollah Askari et al.   GEOPHYSICAL RESEARCH LETTERS

On the metrology of interparticle contacts in sand from x-ray tomography images

(2017) Max Wiebicke et al.   MEASUREMENT SCIENCE and TECHNOLOGY

Effect of particle shape and size on effective thermal conductivity of packed beds

(2017) Jieqing Gan et al.   POWDER TECHNOLOGY

Interaction analysis for CO2 geological storage and underground coal mining in Ordos Basin, China

(2015) Wen Bin Fei et al.   ENGINEERING GEOLOGY

Thermal conductivity of granular porous media: A pore scale modeling approach

(2015) R. Askari et al.   AIP Advances

Thermally Induced Long-Term Displacement of Thermoactive Piles

(2014) Cesar Pasten et al.   JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING

Effective thermal conductivity of disperse materials. I. Compliance of common models with experimental data

(2013) Andrey M. Abyzov et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

A Review of Feature Reduction Techniques in Neuroimaging

(2013) Benson Mwangi et al.   NEUROINFORMATICS

Role of Particle Angularity on the Mechanical Behavior of Granular Mixtures

(2012) H. Shin et al.   JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING

Characterisation of conduction phenomena in soils at the particle-scale: Finite element analyses in conjunction with synthetic 3D imaging

(2010) Guillermo A. Narsilio et al.   COMPUTERS AND GEOTECHNICS

Three-dimensional random network model for thermal conductivity in particulate materials

(2010) Tae Sup Yun et al.   COMPUTERS AND GEOTECHNICS

A review of correlations to model the packing structure and effective thermal conductivity in packed beds of mono-sized spherical particles

(2010) W. van Antwerpen et al.   NUCLEAR ENGINEERING AND DESIGN

Estimation of thermal conductivity and its spatial variability in igneous rocks from in situ density logging

(2009) Jan Sundberg et al.   INTERNATIONAL JOURNAL OF ROCK MECHANICS AND MINING SCIENCES

Effect of temperature and pressure on the thermal conductivity of sandstone

(2009) Z. Abdulagatova et al.   INTERNATIONAL JOURNAL OF ROCK MECHANICS AND MINING SCIENCES