REVEALING PROCESSING STABILITY LANDSCAPE OF ORGANIC SOLAR CELLS WITH AUTOMATED RESEARCH PLATFORMS AND MACHINE LEARNING

Revealing processing stability landscape of organic solar cells with automated research platforms and machine learning

Abstract We use an automated research platform combined with machine learning to assess and understand the resilience against air and light during production of organic photovoltaic (OPV) devices from over 40 donor and acceptor combinations.The standardized protocol and high reproducibility of the platform results in a dataset of high variety and v

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Can monetary incentives overturn fairness-based decisions?

Fairness norms and resulting behaviours are an important prerequisite for cooperation in human societies.At the same time, financial incentives are commonly used to motivate social behaviours, yet it remains unclear how financial incentives affect fairness-based behaviours.Combining a decision paradigm from behavioural economics with hierarchical d

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