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RESEARCH PAPER · Advanced Energy Materials · 2018

Design‐to‐Device Approach Affords Panchromatic Co‐Sensitized Solar Cells

Christopher B. Cooper, Edward J. Beard, Álvaro Vázquez‐Mayagoitia, Liliana Stan, Gavin B. G. Stenning, Daniel W. Nye, Julian A. Vigil, Tina Tomar, Jingwen Jia, Govardhana Babu Bodedla, Song Chen, Lucía Gallego, Santiago Franco, Antonio Carella, K. R. Justin Thomas, Song Xue, Xunjin Zhu, Jacqueline M. Cole

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Design‐to‐Device Approach Affords Panchromatic Co‐Sensitized Solar CellsOriginalArgonne Leadership Computing Facility (2018 Annual Report)2Cosensitization in Dye-Sensitized Solar Cells299The flexible-transparent p-n junction film device of N-doped Cu2O/SnO2 orderly nanowire arrays towards highly photovoltaic conversion and stability70Robust random forest based non-fullerene organic solar cells efficiency prediction71ImageDataExtractor: A Tool To Extract and Quantify Data from Microscopy Images58A Photoelectrochemical Study of Bioinspired 2-Styryl-1-Benzopyrylium Cations on TiO2 Nanoparticle Layer for Application in Dye-Sensitized Solar Cells8Comparative dataset of experimental and computational attributes of UV/vis absorption spectra100Machine-Learning-Assisted De Novo Design of Organic Molecules and Polymers: Opportunities and Challenges191Growing field of materials informatics: databases and artificial intelligence22A Design-to-Device Pipeline for Data-Driven Materials Discovery114Aromaticity–Photovoltaic Property Relationship of Triphenylamine-Based D-π-A Dyes: Leads from DFT Calculations43Magnetic and superconducting phase diagrams and transition temperatures predicted using text mining and machine learning98ChemSchematicResolver: A Toolkit to Decode 2D Chemical Diagrams with Labels and R-Groups into Annotated Chemical Named Entities45Imaging Dye Aggregation in MK-2, N3, N749, and SQ-2 dye···TiO2 Interfaces That Represent Dye-Sensitized Solar Cell Working Electrodes22Dye-Anchoring Modes at the Dye···TiO2 Interface of N3- and N749-Sensitized Solar Cells Revealed by Glancing-Angle Pair Distribution Function Analysis24Vorhersagen aus Hochdurchsatzstudien0Artificial Intelligence Applied to the Prediction of Organic Materials12A database of battery materials auto-generated using ChemDataExtractor1623‑D Inorganic Crystal Structure Generation and Property Prediction via Representation Learning125Enhanced efficiency with CDCA co-adsorption for dye-sensitized solar cells based on metallosalophen complexes251Benchmarking materials property prediction methods: the Matbench test set and Automatminer reference algorithm386Wiz: A Web-Based Tool for Interactive Visualization of Big Data20Enumerating Intramolecular Charge Transfer in Conjugated Organic Compounds12Full Visible Spectrum Panchromatic Triple Donor Dye for Dye-Sensitized Solar Cells20Highly Ordered TiO2 Nanotube Electrodes for Efficient Quasi-Solid-State Dye-Sensitized Solar Cells7Benchmarking materials property prediction methods: the Matbench test set and Automatminer reference algorithm246Data-driven materials research enabled by natural language processing and information extraction302Application of QSPR Modeling in Designing and Prediction of Power Conversion-Efficient Solar Cell1Dye-sensitized solar cells strike back544How the Shape of Chemical Data Can Enable Data-Driven Materials Discovery18Electrolyte/Dye/TiO2 Interfacial Structures of Dye-Sensitized Solar Cells Revealed by In Situ Neutron Reflectometry with Contrast Matching9Opportunities and challenges of text mining in materials research180Integrating Computational and Experimental Workflows for Accelerated Organic Materials Discovery74New isomeric pyridyl imine zinc(II) complexes as potential co-sensitizers for state of the Art N719 dye in DSSC13ReactionDataExtractor: A Tool for Automated Extraction of Information from Chemical Reaction Schemes31ChemDataExtractor 2.0: Autopopulated Ontologies for Materials Science152Enhancing spectral response towards high-performance dye-sensitised solar cells by multiple dye approach: A comprehensive review30BatteryDataExtractor: battery-aware text-mining software embedded with BERT models43Characterizing Interfacial Structures of Dye-Sensitized Solar Cell Working Electrodes9Self-charging supercapacitors for smart electronic devices: a concise review on the recent trends and future sustainability69Automating Materials Exploration with a Semantic Knowledge Graph for Li‐Ion Battery Cathodes37Text Mining for Energy Materials3Recent advances and applications of deep learning methods in materials science1161Review—Recent Advancements in Dye-Sensitized Solar Cells; From Photoelectrode to Counter Electrode61Perovskite- and Dye-Sensitized Solar-Cell Device Databases Auto-generated Using ChemDataExtractor65In‐Silico Device Performance Prediction of Cosensitizer Dye Pairs for Dye‐Sensitized Solar Cells5ChemDataWriter: a transformer-based toolkit for auto-generating books that summarise research4First-principles modeling of dye-sensitized solar cells: From the optical properties of standalone dyes to the charge separation at dye/TiO2 interfaces4Unveiling the synthesis patterns of nanomaterials: a text mining and meta-analysis approach with ZIF-8 as a case study9Artificial intelligence (AI) futures: India-UK collaborations emerging from the 4th Royal Society Yusuf Hamied workshop23An Extensive Analysis of Dye-Sensitized Solar Cell (DSSC)41Prediction of light absorption properties of organic dyes using machine learning technology9The Role of Spin–Orbit Coupling in the Linear Absorption Spectrum and Intersystem Crossing Rate Coefficients of Ruthenium Polypyridyl Dyes6Predictive Modeling of High-Entropy Alloys and Amorphous Metallic Alloys Using Machine Learning18Four-terminal perovskite tandem solar cells8Applications of Predictive Modeling for Dye-Sensitized Solar Cells (DSSCs)2Insights into the sensitization effect and microscopic essence of π-linker structure regulation of metal-free organic dyes on the photovoltaic performance of dye-sensitized solar cells0Theoretical insights into single- and co-sensitization of indolocarbazole-based dyes on anatase (101) surface for efficient dye-sensitized solar cells2Supercapacitor Materials Database Generated using Web Scrapping and Natural Language Processing5Bridging artificial intelligence with photovoltaics7Reconstructing Solar Materials Innovation Through Data Science: A Review of Opportunities and Structural Bottlenecks1

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  3. The flexible-transparent p-n junction film device of N-doped Cu2O/SnO2 orderly nanowire arrays towards highly photovoltaic conversion and stability

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  6. A Photoelectrochemical Study of Bioinspired 2-Styryl-1-Benzopyrylium Cations on TiO2 Nanoparticle Layer for Application in Dye-Sensitized Solar Cells

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  14. Imaging Dye Aggregation in MK-2, N3, N749, and SQ-2 dye···TiO2 Interfaces That Represent Dye-Sensitized Solar Cell Working Electrodes

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  15. Dye-Anchoring Modes at the Dye···TiO2 Interface of N3- and N749-Sensitized Solar Cells Revealed by Glancing-Angle Pair Distribution Function Analysis

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  20. Enhanced efficiency with CDCA co-adsorption for dye-sensitized solar cells based on metallosalophen complexes

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  24. Full Visible Spectrum Panchromatic Triple Donor Dye for Dye-Sensitized Solar Cells

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