Deep learning model based on Bayesian optimization for predicting the infinite dilution activity coefficients of ionic liquid-solute systems
Dingchao Fan, Wenguang Zhu, Yusen Chen, Ke Xue, Tianxiong Liu, Peizhe Cui, Jianguang Qi, Zhaoyou Zhu, Yinglong Wang, Yinglong Wang
Topics & Concepts
Mean squared errorComputer scienceArtificial neural networkApproximation errorActivity coefficientRoot mean squareDilutionApplied mathematicsAlgorithmArtificial intelligenceThermodynamicsMathematicsStatisticsChemistryPhysicsPhysical chemistryAqueous solutionQuantum mechanicsIonic liquids properties and applicationsProcess Optimization and IntegrationChemical and Physical Properties in Aqueous Solutions