Prediction of nanoscale thermal transport and adsorption of liquid containing surfactant at solid–liquid interface via deep learning
Yuting Guo, Gaoyang Li, Takuya Mabuchi, Donatas Surblys, Taku Ohara, Takashi Tokumasu
Topics & Concepts
WettingConvolutional neural networkMaterials scienceNanoscopic scaleAdsorptionVisualizationSurface finishHeat transferMolecular dynamicsSurface roughnessInterface (matter)Deep learningComputer scienceBiological systemNanotechnologyArtificial intelligenceMechanicsChemistryPhysicsComposite materialOrganic chemistryComputational chemistrySessile drop techniqueBiologyMachine Learning in Materials ScienceBlock Copolymer Self-AssemblyPhase Equilibria and Thermodynamics