Physics-driven discovery and bandgap engineering of hybrid perovskites
Sheryl L. Sanchez, Elham Foadian, Maxim Ziatdinov, Jonghee Yang, Sergei V. Kalinin, Yongtao Liu, Mahshid Ahmadi
Abstract
Discovery of physical models of binary compositions using structured Gaussian Process (sGP) with physics-informed mean functions, optimizing materials post-discovery to enhance design and application efficiency.
Topics & Concepts
Binary numberProcess (computing)Band gapGaussianGaussian processEngineering physicsPhysicsNanotechnologyMaterials scienceComputer scienceOptoelectronicsMathematicsQuantum mechanicsArithmeticOperating systemPerovskite Materials and ApplicationsQuantum Dots Synthesis And PropertiesChalcogenide Semiconductor Thin Films