Autonomous closed-loop framework for reproducible perovskite solar cells
Danpeng Gao, Shuaihua Lu, Chunlei Zhang, Ning Wang, Zexin Yu, Xianglang Sun, Rebecca Martin, Francesco Vanin, Liangchen Qian, Nicholas J. Long, Larry Lüer, Bo Li, Martin Stolterfoht, Junhui Hou, Jun Yin, Yen‐Hung Lin, Haipeng Lu, Nan Li, Nicola Gasparini, Christoph Joseph Brabec, Samuel D. Stranks, Xiao Cheng Zeng, Zonglong Zhu
Topics & Concepts
Computer sciencePhotovoltaicsPhotovoltaic systemBayesian optimizationPerovskite (structure)FabricationAutomationCommercializationMaximum power point trackingBenchmark (surveying)Energy conversion efficiencyInteroperabilityNanotechnologySemiconductor device fabricationProcess engineeringMaterials scienceQuantum dotPassivationPower (physics)Perovskite solar cellInterpretabilityElectrical efficiencyKnowledge extractionInterface (matter)Solar cellPerovskite Materials and ApplicationsMachine Learning in Materials ScienceOrganic Electronics and Photovoltaics