Multiobjective Optimization of Silver-Nanowire Deposition for Flexible Transparent Conducting Electrodes
Mark Lee,
Robert T. Piper,
Bishal Bhandari
et al.
Abstract:Optimizing the spin coating of silver nanowires to form transparent conducting electrodes (TCE) is guided by machine learning (ML). A good TCE has two competing characteristics: high transmittance and high conductance. Optimization using a scalar figure of merit, as often done in the field, cannot satisfy the independent requirements for transmittance and conductance imposed by specific applications. By performing a Pareto front analysis based on ML models, we show that the desired outcomes of transmittance ≥ … Show more
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