High-throughput experimentation platforms and machine learning have shown preliminary success in materials research acceleration. Recently in Joule, Du, Brabec, and colleagues showed the potential of using a robotic platform to optimize organic photovoltaics (OPV) materials and devices. With a short experimental time of 70 h, it was demonstrated to achieve a power conversion efficiency of 14% and a photostability duration of 50 h.

中文翻译：

---

机器人正在迎接光伏研发的挑战

高通量实验平台和机器学习在材料研究加速方面取得了初步成功。最近在焦耳，Du、Brabec 及其同事展示了使用机器人平台优化有机光伏 (OPV) 材料和设备的潜力。通过 70 小时的短实验时间，证明可实现 14% 的功率转换效率和 50 小时的光稳定性持续时间。