Litcius/Paper detail

Application of machine learning algorithms to model soil thermal diffusivity

Kaiqi Li, Robert Horton, Hailong He

2023International Communications in Heat and Mass Transfer37 citationsDOI

Topics & Concepts

Thermal diffusivityMean squared errorSupport vector machineSoil textureSoil scienceMultilayer perceptronCoefficient of determinationAlgorithmDecision treeRandom forestMachine learningComputer scienceAnisotropyPerceptronEnvironmental scienceMaterials scienceMathematicsSoil waterStatisticsArtificial neural networkThermodynamicsPhysicsOpticsGeothermal Energy Systems and ApplicationsClimate change and permafrostSoil and Unsaturated Flow