Elucidating the Full Potential of OPV Materials Utilizing a High-Throughput Robot-Based Platform and Machine Learning
出版年份 2021 全文链接
标题
Elucidating the Full Potential of OPV Materials Utilizing a High-Throughput Robot-Based Platform and Machine Learning
作者
关键词
organic photovoltaics, processing optimization, efficiency, photostability, high-throughput methods, automation, machine learning
出版物
Joule
Volume -, Issue -, Pages -
出版商
Elsevier BV
发表日期
2021-01-15
DOI
10.1016/j.joule.2020.12.013
参考文献
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注意:仅列出部分参考文献,下载原文获取全部文献信息。- Beyond Ternary OPV: High‐Throughput Experimentation and Self‐Driving Laboratories Optimize Multicomponent Systems
- (2020) Stefan Langner et al. ADVANCED MATERIALS
- Unraveling the Microstructure‐Related Device Stability for Polymer Solar Cells Based on Nonfullerene Small‐Molecular Acceptors
- (2020) Xiaoyan Du et al. ADVANCED MATERIALS
- Improving open-circuit voltage by a chlorinated polymer donor endows binary organic solar cells efficiencies over 17%
- (2020) Ruijie Ma et al. Science China-Chemistry
- 18% Efficiency organic solar cells
- (2020) Qishi Liu et al. Science Bulletin
- D–A Copolymer Donor Based on Bithienyl Benzodithiophene D-Unit and Monoalkoxy Bifluoroquinoxaline A-Unit for High-Performance Polymer Solar Cells
- (2020) Chenkai Sun et al. CHEMISTRY OF MATERIALS
- Efficient Organic Solar Cell with 16.88% Efficiency Enabled by Refined Acceptor Crystallization and Morphology with Improved Charge Transfer and Transport Properties
- (2020) Lei Zhu et al. Advanced Energy Materials
- Exploiting Ternary Blends for Improved Photostability in High-Efficiency Organic Solar Cells
- (2020) Nicola Gasparini et al. ACS Energy Letters
- Robot-Accelerated Perovskite Investigation and Discovery
- (2020) Zhi Li et al. CHEMISTRY OF MATERIALS
- Crystallography, Morphology, Electronic Structure, and Transport in Non-Fullerene/Non-Indacenodithienothiophene Polymer:Y6 Solar Cells
- (2020) Weigang Zhu et al. JOURNAL OF THE AMERICAN CHEMICAL SOCIETY
- A mobile robotic chemist
- (2020) Benjamin Burger et al. NATURE
- Delocalization of exciton and electron wavefunction in non-fullerene acceptor molecules enables efficient organic solar cells
- (2020) Guichuan Zhang et al. Nature Communications
- Achieving over 16% efficiency for single-junction organic solar cells
- (2019) Baobing Fan et al. Science China-Chemistry
- Current status, challenges and future outlook of high performance polymer semiconductors for organic photovoltaics modules
- (2019) Christos L. Chochos et al. PROGRESS IN POLYMER SCIENCE
- Revealing Hidden UV Instabilities in Organic Solar Cells by Correlating Device and Material Stability
- (2019) Andrej Classen et al. Advanced Energy Materials
- Ternary Polymer Solar Cells Facilitating Improved Efficiency and Stability
- (2019) Yingying Dong et al. ADVANCED MATERIALS
- Balanced Partnership between Donor and Acceptor Components in Nonfullerene Organic Solar Cells with >12% Efficiency
- (2018) Yuze Lin et al. ADVANCED MATERIALS
- Over 14% Efficiency in Polymer Solar Cells Enabled by a Chlorinated Polymer Donor
- (2018) Shaoqing Zhang et al. ADVANCED MATERIALS
- Critical review of the molecular design progress in non-fullerene electron acceptors towards commercially viable organic solar cells
- (2018) Andrew Wadsworth et al. CHEMICAL SOCIETY REVIEWS
- Next-generation organic photovoltaics based on non-fullerene acceptors
- (2018) Pei Cheng et al. Nature Photonics
- 1D/2A ternary blend active layer enables as-cast polymer solar cells with higher efficiency, better thickness tolerance, and higher thermal stability
- (2018) Zhen Wang et al. ORGANIC ELECTRONICS
- Accelerating the discovery of materials for clean energy in the era of smart automation
- (2018) Daniel P. Tabor et al. Nature Reviews Materials
- Comparative Study of Thermal Stability, Morphology, and Performance of All-Polymer, Fullerene–Polymer, and Ternary Blend Solar Cells Based on the Same Polymer Donor
- (2017) Taesu Kim et al. MACROMOLECULES
- Burn-in Free Nonfullerene-Based Organic Solar Cells
- (2017) Nicola Gasparini et al. Advanced Energy Materials
- Molecular Lock: A Versatile Key to Enhance Efficiency and Stability of Organic Solar Cells
- (2016) Pei Cheng et al. ADVANCED MATERIALS
- Reducing the efficiency–stability–cost gap of organic photovoltaics with highly efficient and stable small molecule acceptor ternary solar cells
- (2016) Derya Baran et al. NATURE MATERIALS
- A Large-Bandgap Conjugated Polymer for Versatile Photovoltaic Applications with High Performance
- (2015) Maojie Zhang et al. ADVANCED MATERIALS
- Reducing burn-in voltage loss in polymer solar cells by increasing the polymer crystallinity
- (2014) Thomas Heumueller et al. Energy & Environmental Science
- Fabrication of Fully-Spray-Processed Organic Photovoltaic Modules by using an Automated Process in Air
- (2013) Luca La Notte et al. Energy Technology
- Photochemical stability of conjugated polymers, electron acceptors and blends for polymer solar cells resolved in terms of film thickness and absorbance
- (2012) Thomas Tromholt et al. JOURNAL OF MATERIALS CHEMISTRY
- Reversible and Irreversible Light-Induced p-Doping of P3HT by Oxygen Studied by Photoelectron Spectroscopy (XPS/UPS)
- (2011) H. Hintz et al. Journal of Physical Chemistry C
- Combinatorial approach for fast screening of functional materials
- (2010) Harald Walter et al. JOURNAL OF POLYMER SCIENCE PART B-POLYMER PHYSICS
- Reversible and irreversible degradation of organic solar cell performance by oxygen
- (2010) Andrea Seemann et al. SOLAR ENERGY
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