Exploring Transport Behavior in Hybrid Perovskites Solar Cells via Machine Learning Analysis of Environmental‐Dependent Impedance Spectroscopy
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Title
Exploring Transport Behavior in Hybrid Perovskites Solar Cells via Machine Learning Analysis of Environmental‐Dependent Impedance Spectroscopy
Authors
Keywords
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Journal
Advanced Science
Volume 8, Issue 15, Pages 2002510
Publisher
Wiley
Online
2021-06-22
DOI
10.1002/advs.202002510
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Note: Only part of the references are listed.- Forecasting the Decay of Hybrid Perovskite Performance Using Optical Transmittance or Reflected Dark-Field Imaging
- (2020) Ryan J. Stoddard et al. ACS Energy Letters
- Consensus statement for stability assessment and reporting for perovskite photovoltaics based on ISOS procedures
- (2020) Mark V. Khenkin et al. Nature Energy
- Correlation of Spatiotemporal Dynamics of Polarization and Charge Transport in Blended Hybrid Organic–Inorganic Perovskites on Macro- and Nanoscales
- (2020) Liam Collins et al. ACS Applied Materials & Interfaces
- Highly stable and Efficient Perovskite Solar Cells Based on FAMA‐Perovskite‐Cu:NiO Composites with 20.7% Efficiency and 80.5% Fill Factor
- (2020) Yousheng Wang et al. Advanced Energy Materials
- Nitrogen Soaking Promotes Lattice Recovery in Polycrystalline Hybrid Perovskites
- (2019) Alessandra Alberti et al. Advanced Energy Materials
- Halide lead perovskites for ionizing radiation detection
- (2019) Haotong Wei et al. Nature Communications
- Light- and bias-induced structural variations in metal halide perovskites
- (2019) Dohyung Kim et al. Nature Communications
- Efficient, stable and scalable perovskite solar cells using poly(3-hexylthiophene)
- (2019) Eui Hyuk Jung et al. NATURE
- Environmental Gating and Galvanic Effects in Single Crystals of Organic–Inorganic Halide Perovskites
- (2019) Mahshid Ahmadi et al. ACS Applied Materials & Interfaces
- A theory of distribution functions of relaxation times for the deconvolution of immittance data
- (2019) KT Malkow JOURNAL OF ELECTROANALYTICAL CHEMISTRY
- Methylammonium lead tribromide semiconductors: Ionizing radiation detection and electronic properties
- (2019) Eric Lukosi et al. NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT
- Achieving Long‐Term Operational Stability of Perovskite Solar Cells with a Stabilized Efficiency Exceeding 20% after 1000 h
- (2019) Tae‐Youl Yang et al. Advanced Science
- Deconvolving distribution of relaxation times, resistances and inductance from electrochemical impedance spectroscopy via statistical model selection: Exploiting structural-sparsity regularization and data-driven parameter tuning
- (2019) Xin Li et al. ELECTROCHIMICA ACTA
- Elucidating the Impact of Charge Selective Contact in Halide Perovskite through Impedance Spectroscopy
- (2019) Mohd Taukeer Khan et al. Advanced Materials Interfaces
- Model-assisted identification of solid oxide cell elementary processes by electrochemical impedance spectroscopy measurements
- (2019) P. Caliandro et al. JOURNAL OF POWER SOURCES
- Humidity-Induced Degradation via Grain Boundaries of HC(NH2 )2 PbI3 Planar Perovskite Solar Cells
- (2018) Jae Sung Yun et al. ADVANCED FUNCTIONAL MATERIALS
- The Impact of Atmosphere on the Local Luminescence Properties of Metal Halide Perovskite Grains
- (2018) Roberto Brenes et al. ADVANCED MATERIALS
- Characterization and polarization DRT analysis of a stable and highly active proton-conducting cathode
- (2018) Wei Cai et al. CERAMICS INTERNATIONAL
- Environmental Surface Stability of the MAPbBr3 Single Crystal
- (2018) Congcong Wang et al. Journal of Physical Chemistry C
- Origin of Light-Induced Photophysical Effects in Organic Metal Halide Perovskites in the Presence of Oxygen
- (2018) Miguel Anaya et al. Journal of Physical Chemistry Letters
- Light-induced lattice expansion leads to high-efficiency perovskite solar cells
- (2018) Hsinhan Tsai et al. SCIENCE
- Interaction of oxygen with halide perovskites
- (2018) Alessandro Senocrate et al. Journal of Materials Chemistry A
- Searching for Hidden Perovskite Materials for Photovoltaic Systems by Combining Data Science and First Principle Calculations
- (2018) Keisuke Takahashi et al. ACS Photonics
- Systematic investigation of the impact of operation conditions on the degradation behaviour of perovskite solar cells
- (2018) Konrad Domanski et al. Nature Energy
- Unraveling Photostability of Mixed Cation Perovskite Films in Extreme Environment
- (2018) Jianming Yang et al. Advanced Optical Materials
- Rationalizing Perovskite Data for Machine Learning and Materials Design
- (2018) Qichen Xu et al. Journal of Physical Chemistry Letters
- Impact of H2O on organic–inorganic hybrid perovskite solar cells
- (2017) Jianbing Huang et al. Energy & Environmental Science
- Insights into the Hole Blocking Layer Effect on the Perovskite Solar Cell Performance and Impedance Response
- (2017) Pengjiu Wang et al. Journal of Physical Chemistry C
- Inductive Loop in the Impedance Response of Perovskite Solar Cells Explained by Surface Polarization Model
- (2017) Elnaz Ghahremanirad et al. Journal of Physical Chemistry Letters
- Fast oxygen diffusion and iodide defects mediate oxygen-induced degradation of perovskite solar cells
- (2017) Nicholas Aristidou et al. Nature Communications
- Role of Ionic Functional Groups on Ion Transport at Perovskite Interfaces
- (2017) Yao Liu et al. Advanced Energy Materials
- Impact of moisture on efficiency-determining electronic processes in perovskite solar cells
- (2017) Manuel Salado et al. Journal of Materials Chemistry A
- Towards a Universal Approach for the Analysis of Impedance Spectra of Perovskite Solar Cells: Equivalent Circuits and Empirical Analysis
- (2017) Anna Todinova et al. ChemElectroChem
- Rational Design: A High-Throughput Computational Screening and Experimental Validation Methodology for Lead-Free and Emergent Hybrid Perovskites
- (2017) Sudip Chakraborty et al. ACS Energy Letters
- Changes from Bulk to Surface Recombination Mechanisms between Pristine and Cycled Perovskite Solar Cells
- (2017) Juan-Pablo Correa-Baena et al. ACS Energy Letters
- Defect passivation in hybrid perovskite solar cells using quaternary ammonium halide anions and cations
- (2017) Xiaopeng Zheng et al. Nature Energy
- Lead Halide Perovskite Photovoltaic as a Model p–i–n Diode
- (2016) Kenjiro Miyano et al. ACCOUNTS OF CHEMICAL RESEARCH
- Ion Migration in Organometal Trihalide Perovskite and Its Impact on Photovoltaic Efficiency and Stability
- (2016) Yongbo Yuan et al. ACCOUNTS OF CHEMICAL RESEARCH
- Light and oxygen induced degradation limits the operational stability of methylammonium lead triiodide perovskite solar cells
- (2016) Daniel Bryant et al. Energy & Environmental Science
- Organometal halide perovskite solar cells: degradation and stability
- (2016) Taame Abraha Berhe et al. Energy & Environmental Science
- Cesium-containing triple cation perovskite solar cells: improved stability, reproducibility and high efficiency
- (2016) Michael Saliba et al. Energy & Environmental Science
- Reversible Healing Effect of Water Molecules on Fully Crystallized Metal–Halide Perovskite Film
- (2016) Wenke Zhou et al. Journal of Physical Chemistry C
- Properties of Contact and Bulk Impedances in Hybrid Lead Halide Perovskite Solar Cells Including Inductive Loop Elements
- (2016) Antonio Guerrero et al. Journal of Physical Chemistry C
- Impact of Selective Contacts on Long-Term Stability of CH3NH3PbI3 Perovskite Solar Cells
- (2016) Hui-Seon Kim et al. Journal of Physical Chemistry C
- The Effect of Impurities on the Impedance Spectroscopy Response of CH3NH3PbI3 Perovskite Solar Cells
- (2016) Sonia R. Raga et al. Journal of Physical Chemistry C
- Moderate Humidity Delays Electron–Hole Recombination in Hybrid Organic–Inorganic Perovskites: Time-Domain Ab Initio Simulations Rationalize Experiments
- (2016) Run Long et al. Journal of Physical Chemistry Letters
- Light-Induced Space-Charge Accumulation Zone as Photovoltaic Mechanism in Perovskite Solar Cells
- (2016) Isaac Zarazua et al. Journal of Physical Chemistry Letters
- Surface Recombination and Collection Efficiency in Perovskite Solar Cells from Impedance Analysis
- (2016) Isaac Zarazua et al. Journal of Physical Chemistry Letters
- Perovskite photonic sources
- (2016) Brandon R. Sutherland et al. Nature Photonics
- A mixed-cation lead mixed-halide perovskite absorber for tandem solar cells
- (2016) D. P. McMeekin et al. SCIENCE
- Light-activated photocurrent degradation and self-healing in perovskite solar cells
- (2016) Wanyi Nie et al. Nature Communications
- Ionic polarization-induced current–voltage hysteresis in CH3NH3PbX3 perovskite solar cells
- (2016) Simone Meloni et al. Nature Communications
- Acid Additives Enhancing the Conductivity of Spiro-OMeTAD Toward High-Efficiency and Hysteresis-Less Planar Perovskite Solar Cells
- (2016) Zhen Li et al. Advanced Energy Materials
- Perovskite Solar Cell Stability in Humid Air: Partially Reversible Phase Transitions in the PbI2-CH3NH3I-H2O System
- (2016) Zhaoning Song et al. Advanced Energy Materials
- Large dielectric constant, high acceptor density, and deep electron traps in perovskite solar cell material CsGeI3
- (2016) Wenmei Ming et al. Journal of Materials Chemistry A
- Quantification of light-enhanced ionic transport in lead iodide perovskite thin films and its solar cell applications
- (2016) Yi-Cheng Zhao et al. Light-Science & Applications
- Moisture and Oxygen Enhance Conductivity of LiTFSI-Doped Spiro-MeOTAD Hole Transport Layer in Perovskite Solar Cells
- (2016) Zafer Hawash et al. Advanced Materials Interfaces
- Ultrahigh sensitivity of methylammonium lead tribromide perovskite single crystals to environmental gases
- (2016) H.-H. Fang et al. Science Advances
- Machine learning bandgaps of double perovskites
- (2016) G. Pilania et al. Scientific Reports
- Spectrum-Dependent Spiro-OMeTAD Oxidization Mechanism in Perovskite Solar Cells
- (2015) Shen Wang et al. ACS Applied Materials & Interfaces
- The Importance of Moisture in Hybrid Lead Halide Perovskite Thin Film Fabrication
- (2015) Giles E. Eperon et al. ACS Nano
- Towards design of metal oxide free perovskite solar cell paradigm: Materials processing and enhanced device performance
- (2015) Sadia Ameen et al. CHEMICAL ENGINEERING JOURNAL
- Influence of Air Annealing on High Efficiency Planar Structure Perovskite Solar Cells
- (2015) Sonia R. Raga et al. CHEMISTRY OF MATERIALS
- Air-Exposure Induced Dopant Redistribution and Energy Level Shifts in Spin-Coated Spiro-MeOTAD Films
- (2015) Zafer Hawash et al. CHEMISTRY OF MATERIALS
- Water Infiltration in Methylammonium Lead Iodide Perovskite: Fast and Inconspicuous
- (2015) Christian Müller et al. CHEMISTRY OF MATERIALS
- Influence of the Discretization Methods on the Distribution of Relaxation Times Deconvolution: Implementing Radial Basis Functions with DRTtools
- (2015) Ting Hei Wan et al. ELECTROCHIMICA ACTA
- Analysis of Electrochemical Impedance Spectroscopy Data Using the Distribution of Relaxation Times: A Bayesian and Hierarchical Bayesian Approach
- (2015) Francesco Ciucci et al. ELECTROCHIMICA ACTA
- Understanding the rate-dependent J–V hysteresis, slow time component, and aging in CH3NH3PbI3 perovskite solar cells: the role of a compensated electric field
- (2015) W. Tress et al. Energy & Environmental Science
- Insights into Planar CH3NH3PbI3 Perovskite Solar Cells Using Impedance Spectroscopy
- (2015) Alexander R. Pascoe et al. Journal of Physical Chemistry C
- An Insight into Atmospheric Plasma Jet Modified ZnO Quantum Dots Thin Film for Flexible Perovskite Solar Cell: Optoelectronic Transient and Charge Trapping Studies
- (2015) Sadia Ameen et al. Journal of Physical Chemistry C
- Universal Features of Electron Dynamics in Solar Cells with TiO2 Contact: From Dye Solar Cells to Perovskite Solar Cells
- (2015) Anna Todinova et al. Journal of Physical Chemistry Letters
- Environmental Effects on the Photophysics of Organic–Inorganic Halide Perovskites
- (2015) Juan F. Galisteo-López et al. Journal of Physical Chemistry Letters
- Benefit of Grain Boundaries in Organic–Inorganic Halide Planar Perovskite Solar Cells
- (2015) Jae S. Yun et al. Journal of Physical Chemistry Letters
- Trap States in Lead Iodide Perovskites
- (2015) Xiaoxi Wu et al. JOURNAL OF THE AMERICAN CHEMICAL SOCIETY
- Kinetics of Ion Transport in Perovskite Active Layers and Its Implications for Active Layer Stability
- (2015) Monojit Bag et al. JOURNAL OF THE AMERICAN CHEMICAL SOCIETY
- Compositional engineering of perovskite materials for high-performance solar cells
- (2015) Nam Joong Jeon et al. NATURE
- Impact of microstructure on local carrier lifetime in perovskite solar cells
- (2015) D. W. de Quilettes et al. SCIENCE
- High-performance photovoltaic perovskite layers fabricated through intramolecular exchange
- (2015) W. S. Yang et al. SCIENCE
- Reversible photo-induced trap formation in mixed-halide hybrid perovskites for photovoltaics
- (2015) Eric T. Hoke et al. Chemical Science
- The dynamics of methylammonium ions in hybrid organic–inorganic perovskite solar cells
- (2015) Aurelien M. A. Leguy et al. Nature Communications
- Ionic transport in hybrid lead iodide perovskite solar cells
- (2015) Christopher Eames et al. Nature Communications
- Revealing Underlying Processes Involved in Light Soaking Effects and Hysteresis Phenomena in Perovskite Solar Cells
- (2015) Chen Zhao et al. Advanced Energy Materials
- 15.76% efficiency perovskite solar cells prepared under high relative humidity: importance of PbI2 morphology in two-step deposition of CH3NH3PbI3
- (2015) Hyun-Seok Ko et al. Journal of Materials Chemistry A
- Charge selective contacts, mobile ions and anomalous hysteresis in organic–inorganic perovskite solar cells
- (2015) Ye Zhang et al. Materials Horizons
- Unique Properties of Halide Perovskites as Possible Origins of the Superior Solar Cell Performance
- (2014) Wan-Jian Yin et al. ADVANCED MATERIALS
- Moisture assisted perovskite film growth for high performance solar cells
- (2014) Jingbi You et al. APPLIED PHYSICS LETTERS
- Hysteresis and transient behavior in current–voltage measurements of hybrid-perovskite absorber solar cells
- (2014) E. L. Unger et al. Energy & Environmental Science
- A dopant-free hole-transporting material for efficient and stable perovskite solar cells
- (2014) Jian Liu et al. Energy & Environmental Science
- Elucidating Transport-Recombination Mechanisms in Perovskite Solar Cells by Small-Perturbation Techniques
- (2014) Elena Guillén et al. Journal of Physical Chemistry C
- Theory of Impedance and Capacitance Spectroscopy of Solar Cells with Dielectric Relaxation, Drift-Diffusion Transport, and Recombination
- (2014) Juan Bisquert et al. Journal of Physical Chemistry C
- Recombination Study of Combined Halides (Cl, Br, I) Perovskite Solar Cells
- (2014) Belen Suarez et al. Journal of Physical Chemistry Letters
- Photoinduced Giant Dielectric Constant in Lead Halide Perovskite Solar Cells
- (2014) Emilio J. Juarez-Perez et al. Journal of Physical Chemistry Letters
- Anomalous Hysteresis in Perovskite Solar Cells
- (2014) Henry J. Snaith et al. Journal of Physical Chemistry Letters
- Role of the Selective Contacts in the Performance of Lead Halide Perovskite Solar Cells
- (2014) Emilio J. Juarez-Perez et al. Journal of Physical Chemistry Letters
- Enhancing the Hole-Conductivity of Spiro-OMeTAD without Oxygen or Lithium Salts by Using Spiro(TFSI)2 in Perovskite and Dye-Sensitized Solar Cells
- (2014) William H. Nguyen et al. JOURNAL OF THE AMERICAN CHEMICAL SOCIETY
- Controllable Self-Induced Passivation of Hybrid Lead Iodide Perovskites toward High Performance Solar Cells
- (2014) Qi Chen et al. NANO LETTERS
- Atomistic Origins of High-Performance in Hybrid Halide Perovskite Solar Cells
- (2014) Jarvist M. Frost et al. NANO LETTERS
- General Working Principles of CH3NH3PbX3 Perovskite Solar Cells
- (2014) Victoria Gonzalez-Pedro et al. NANO LETTERS
- Giant switchable photovoltaic effect in organometal trihalide perovskite devices
- (2014) Zhengguo Xiao et al. NATURE MATERIALS
- Solvent engineering for high-performance inorganic–organic hybrid perovskite solar cells
- (2014) Nam Joong Jeon et al. NATURE MATERIALS
- Unravelling the mechanism of photoinduced charge transfer processes in lead iodide perovskite solar cells
- (2014) Arianna Marchioro et al. Nature Photonics
- A hole-conductor-free, fully printable mesoscopic perovskite solar cell with high stability
- (2014) A. Mei et al. SCIENCE
- Solution-processed hybrid perovskite photodetectors with high detectivity
- (2014) Letian Dou et al. Nature Communications
- Origin and elimination of photocurrent hysteresis by fullerene passivation in CH3NH3PbI3 planar heterojunction solar cells
- (2014) Yuchuan Shao et al. Nature Communications
- Efficient carrier transport in halide perovskites: theoretical perspectives
- (2014) M. H. Du Journal of Materials Chemistry A
- Impedance Spectroscopic Analysis of Lead Iodide Perovskite-Sensitized Solid-State Solar Cells
- (2013) Amalie Dualeh et al. ACS Nano
- Chemical Management for Colorful, Efficient, and Stable Inorganic–Organic Hybrid Nanostructured Solar Cells
- (2013) Jun Hong Noh et al. NANO LETTERS
- Efficient planar heterojunction perovskite solar cells by vapour deposition
- (2013) Mingzhen Liu et al. NATURE
- Electron-Hole Diffusion Lengths Exceeding 1 Micrometer in an Organometal Trihalide Perovskite Absorber
- (2013) S. D. Stranks et al. SCIENCE
- Oxygen-Induced Doping of Spiro-MeOTAD in Solid-State Dye-Sensitized Solar Cells and Its Impact on Device Performance
- (2012) Ute B. Cappel et al. NANO LETTERS
- Lithium salts as “redox active” p-type dopants for organic semiconductors and their impact in solid-state dye-sensitized solar cells
- (2012) Antonio Abate et al. PHYSICAL CHEMISTRY CHEMICAL PHYSICS
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