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Updated: May 12, 2026

Integrating a Triplet-triplet Annihilation Up-conversion System to Enhance Dye-sensitized Solar Cell Response to Sub-bandgap Light
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使用可解释机器学习的氨酸敏感太阳能电池的高级高通量理性设计.

Jian-Ming Liao1, Yu-Hsuan Chen2, Hsuan-Wei Lee2

  • 1Department of Chemistry, National Central University, No. 300, Zhongda Rd., Zhongli District, Taoyuan City, 32001, Taiwan.

Advanced science (Weinheim, Baden-Wurttemberg, Germany)
|September 24, 2024
PubMed
概括

机器学习模型准确地预测了染料敏感太阳能电池 (DSSC) 中的功率转换效率 (PCE). 这加速了新型Zn-氨酸染料的发现,以有效地转化太阳能.

关键词:
这就是 SHAP SHAP 的意思.设计规则 设计规则染料敏感化太阳能电池的使用方法高通量虚拟选高通量虚拟选可解释的机器学习模型

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Batteries and Fuel Cells03:12

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A battery is a galvanic cell that is used as a source of electrical power for specific applications. Modern batteries exist in a multitude of forms to accommodate various applications, from tiny button batteries such as those that power wristwatches to the very large batteries used to supply backup energy to municipal power grids. Some batteries are designed for single-use applications and cannot be recharged (primary cells), while others are based on conveniently reversible cell reactions that...
Energy Stored in a Capacitor: Problem Solving01:26

Energy Stored in a Capacitor: Problem Solving

In 1749, Benjamin Franklin coined the word battery for a series of capacitors connected to store energy. Capacitors store electric potential energy that can be released over a short time. This property means capacitors have a wide range of applications.
Capacitor-discharge ignition is a type of ignition system commonly found in small engines where the energy released from a capacitor ignites an induction coil that, in turn, fires the spark plug.
To calculate the energy stored in a capacitor of...
Ampere-Maxwell's Law: Problem-Solving01:17

Ampere-Maxwell's Law: Problem-Solving

A parallel-plate capacitor with capacitance C, whose plates have area A and separation distance d, is connected to a resistor R and a battery of voltage V. The current starts to flow at t = 0. What is the displacement current between the capacitor plates at time t? From the properties of the capacitor, what is the corresponding real current?
To solve the problem, we can use the equations from the analysis of an RC circuit and Maxwell's version of Ampère's law.
For the first part of the problem,...