Machine learning (ML)-assisted optimization doping of KI in MAPbI3 solar cells

A Eu3+-Eu2+ ion redox shuttle imparts operational durability to Pb-I perovskite solar cells

(2019) Ligang Wang et al.   SCIENCE

Planar p–n homojunction perovskite solar cells with efficiency exceeding 21.3%

(2019) Peng Cui et al.   Nature Energy

On the Current-Voltage Hysteresis in Perovskite Solar Cells: Dependence on Perovskite Composition and Methods to Remove Hysteresis

(2019) Dong-Ho Kang et al.   ADVANCED MATERIALS

Surface passivation of perovskite film for efficient solar cells

(2019) Qi Jiang et al.   Nature Photonics

High Versatility and Stability of Mechanochemically Synthesized Halide Perovskite Powders for Optoelectronic Devices

(2019) Nico Leupold et al.   ACS Applied Materials & Interfaces

FAPbI3 Flexible Solar Cells with a Record Efficiency of 19.38% Fabricated in Air via Ligand and Additive Synergetic Process

(2019) Cuncun Wu et al.   ADVANCED FUNCTIONAL MATERIALS

Machine-learning-assisted prediction of magnetic double perovskites

(2019) Anita Halder et al.   Physical Review Materials

Tailored electronic properties of Zr-doped SnO2 nanoparticles for efficient planar perovskite solar cells with marginal hysteresis

(2019) Young Wook Noh et al.   Nano Energy

Tunable Band Gap and Long Carrier Recombination Lifetime of Stable Mixed CH3NH3PbxSn1–xBr3 Single Crystals

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Predicting the thermodynamic stability of perovskite oxides using machine learning models

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Universal Approach toward Hysteresis-Free Perovskite Solar Cell via Defect Engineering

(2018) Dae-Yong Son et al.   JOURNAL OF THE AMERICAN CHEMICAL SOCIETY

Maximizing and stabilizing luminescence from halide perovskites with potassium passivation

(2018) Mojtaba Abdi-Jalebi et al.   NATURE

Tuning the indirect–direct band gap transition in the MoS2−xSex armchair nanotube by diameter modulation

(2018) Hong-Hui Wu et al.   PHYSICAL CHEMISTRY CHEMICAL PHYSICS

Searching for Hidden Perovskite Materials for Photovoltaic Systems by Combining Data Science and First Principle Calculations

(2018) Keisuke Takahashi et al.   ACS Photonics

Research progress in electron transport layer in perovskite solar cells

(2017) Gong-Ping Mao et al.   RARE METALS

Organic-Inorganic Hybrid Perovskite with Controlled Dopant Modification and Application in Photovoltaic Device

(2017) Wangen Zhao et al.   Small

Improved carriers injection capacity in perovskite solar cells by introducing A-site interstitial defects

(2017) Pengjun Zhao et al.   Journal of Materials Chemistry A

Alkali Metal Doping for Improved CH3 NH3 PbI3 Perovskite Solar Cells

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Machine learning in materials informatics: recent applications and prospects

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Materials informatics: a journey towards material design and synthesis

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A vacuum flash-assisted solution process for high-efficiency large-area perovskite solar cells

(2016) X. Li et al.   SCIENCE

Incorporation of rubidium cations into perovskite solar cells improves photovoltaic performance

(2016) M. Saliba et al.   SCIENCE

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

Mg-doped TiO2 boosts the efficiency of planar perovskite solar cells to exceed 19%

(2016) Huiyin Zhang et al.   Journal of Materials Chemistry A

Achieving high-performance planar perovskite solar cell with Nb-doped TiO2 compact layer by enhanced electron injection and efficient charge extraction

(2016) Bai-Xue Chen et al.   Journal of Materials Chemistry A

Formamidinium Lead Halide Perovskite Crystals with Unprecedented Long Carrier Dynamics and Diffusion Length

(2016) Ayan A. Zhumekenov et al.   ACS Energy Letters

Finding New Perovskite Halides via Machine Learning

(2016) Ghanshyam Pilania et al.   Frontiers in Materials

A Low-Temperature, Solution-Processable, Cu-Doped Nickel Oxide Hole-Transporting Layer via the Combustion Method for High-Performance Thin-Film Perovskite Solar Cells

(2015) Jae Woong Jung et al.   ADVANCED MATERIALS

Novel spiro-based hole transporting materials for efficient perovskite solar cells

(2015) Ming-Hsien Li et al.   CHEMICAL COMMUNICATIONS

High-efficiency solution-processed perovskite solar cells with millimeter-scale grains

(2015) W. Nie et al.   SCIENCE

Pseudo-first-order phase transition for ultrahigh positive/negative electrocaloric effects in perovskite ferroelectrics

(2015) Hong-Hui Wu et al.   Nano Energy

Efficient, high yield perovskite photovoltaic devices grown by interdiffusion of solution-processed precursor stacking layers

(2014) Zhengguo Xiao et al.   Energy & Environmental Science

Growth of CH3NH3PbI3 cuboids with controlled size for high-efficiency perovskite solar cells

(2014) Jeong-Hyeok Im et al.   Nature Nanotechnology

Steric engineering of metal-halide perovskites with tunable optical band gaps

(2014) Marina R. Filip et al.   Nature Communications

Cesium-doped methylammonium lead iodide perovskite light absorber for hybrid solar cells

(2014) Hyosung Choi et al.   Nano Energy

Organometal Perovskite Light Absorbers Toward a 20% Efficiency Low-Cost Solid-State Mesoscopic Solar Cell

(2013) Nam-Gyu Park   Journal of Physical Chemistry Letters

Sequential deposition as a route to high-performance perovskite-sensitized solar cells

(2013) Julian Burschka et al.   NATURE

Electron-Hole Diffusion Lengths Exceeding 1 Micrometer in an Organometal Trihalide Perovskite Absorber

(2013) S. D. Stranks et al.   SCIENCE

Commentary: The Materials Project: A materials genome approach to accelerating materials innovation

(2013) Anubhav Jain et al.   APL Materials

Organometal Halide Perovskites as Visible-Light Sensitizers for Photovoltaic Cells

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