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Predicting glass properties by using physics- and chemistry-informed machine learning models

Yueh‐Ting Shih, Yunfeng Shi, Liping Huang

2022Journal of Non-Crystalline Solids27 citationsDOI

Topics & Concepts

Support vector machineArtificial neural networkShear modulusRandom forestMachine learningDomain (mathematical analysis)Property valueModulusElastic modulusArtificial intelligenceMaterials scienceStatistical physicsComputer scienceThermodynamicsMathematicsPhysicsMathematical analysisComposite materialLawReal estatePolitical scienceMachine Learning in Materials ScienceElectrochemical Analysis and ApplicationsAdvanced Chemical Sensor Technologies
Predicting glass properties by using physics- and chemistry-informed machine learning models | Litcius