Intriguing Optoelectronic Properties of Metal Halide Perovskites
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journal
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June 2016 |
Cesium Decreases Defect Density and Enhances Optoelectronic Properties of Mixed MA 1– x Cs x PbBr 3 Single Crystal
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journal
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June 2019 |
Ternary diagrams of the phase, optical bandgap energy and photoluminescence of mixed-halide perovskites
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December 2019 |
Generalized Gradient Approximation Made Simple
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journal
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October 1996 |
Modeling Grain Boundaries in Polycrystalline Halide Perovskite Solar Cells
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journal
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March 2021 |
Efficient Band Gap Prediction for Solids
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journal
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November 2010 |
6.5% efficient perovskite quantum-dot-sensitized solar cell
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journal
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January 2011 |
Hybrid organic—inorganic perovskites: low-cost semiconductors with intriguing charge-transport properties
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journal
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January 2016 |
Projector augmented-wave method
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journal
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December 1994 |
Electronic properties of random alloys: Special quasirandom structures
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journal
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November 1990 |
Rashba Triggered Electronic and Optical Properties Tuning in Mixed Cation–Mixed Halide Hybrid Perovskites
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journal
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September 2019 |
Unipolar self-doping behavior in perovskite CH 3 NH 3 PbBr 3
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journal
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March 2015 |
Structures, Phase Transitions and Tricritical Behavior of the Hybrid Perovskite Methyl Ammonium Lead Iodide
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journal
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October 2016 |
Energy band gaps and lattice parameters evaluated with the Heyd-Scuseria-Ernzerhof screened hybrid functional
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journal
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November 2005 |
Machine learning scheme for fast extraction of chemically interpretable interatomic potentials
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August 2016 |
Point defect engineering in thin-film solar cells
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journal
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June 2018 |
Organometal Halide Perovskites as Visible-Light Sensitizers for Photovoltaic Cells
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journal
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May 2009 |
Fully Ab Initio Finite-Size Corrections for Charged-Defect Supercell Calculations
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journal
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January 2009 |
Structural, electronic, optical and mechanical properties of Zn-doped MAPbI3 perovskites and absorber layer efficiencies: An ab-initio investigation
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journal
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September 2020 |
Intrinsic stoichiometry and oxygen-induced -type conductivity of pyrite FeS
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journal
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July 2011 |
Sure independence screening for ultrahigh dimensional feature space
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journal
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November 2008 |
Materials science in the artificial intelligence age: high-throughput library generation, machine learning, and a pathway from correlations to the underpinning physics
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journal
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July 2019 |
Bowing of transport gap in hybrid halide perovskite alloys (CH 3 NH 3 Sn 1− x Pb x I 3 ): Which band is responsible?
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journal
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January 2020 |
Perspective: Theory and simulation of hybrid halide perovskites
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journal
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June 2017 |
Classifying Crystal Structures of Binary Compounds AB through Cluster Resolution Feature Selection and Support Vector Machine Analysis
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journal
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September 2016 |
Computational Data-Driven Materials Discovery
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journal
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February 2021 |
Effect of Rubidium Incorporation on the Structural, Electrical, and Photovoltaic Properties of Methylammonium Lead Iodide-Based Perovskite Solar Cells
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journal
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November 2017 |
Machine learning in materials informatics: recent applications and prospects
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journal
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December 2017 |
Improved efficiency of perovskite photovoltaics based on Ca-doped methylammonium lead halide
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journal
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November 2017 |
Applying machine learning techniques to predict the properties of energetic materials
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journal
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June 2018 |
Comprehensive Computational Study of Partial Lead Substitution in Methylammonium Lead Bromide
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journal
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March 2019 |
Hysteresis-free perovskite solar cells made of potassium-doped organometal halide perovskite
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journal
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September 2017 |
Tunable relativistic quasiparticle electronic and excitonic behavior of the FAPb(I 1−x Br x ) 3 alloy
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journal
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January 2020 |
Emerging Low‐Dimensional Crystal Structure of Metal Halide Perovskite Optoelectronic Materials and Devices
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journal
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March 2021 |
Bayes' theorem
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journal
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March 2015 |
Defect Energetics in Pseudo-Cubic Mixed Halide Lead Perovskites from First-Principles
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journal
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July 2020 |
Predicting defect behavior in B2 intermetallics by merging ab initio modeling and machine learning
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journal
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December 2016 |
Recent theoretical progress in the development of perovskite photovoltaic materials
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journal
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May 2018 |
Anomalous Band Gap Behavior in Mixed Sn and Pb Perovskites Enables Broadening of Absorption Spectrum in Solar Cells
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journal
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May 2014 |
Theoretical Prediction of Two-Dimensional Materials, Behavior, and Properties
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journal
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April 2021 |
Scikit-learn: Machine Learning Without Learning the Machinery
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journal
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June 2015 |
Research progress on two-dimensional (2D) halide organic–inorganic hybrid perovskites
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journal
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January 2021 |
Neural network force fields for simple metals and semiconductors: construction and application to the calculation of phonons and melting temperatures
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journal
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January 2019 |
Gaussian Processes for Machine Learning
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journal
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April 2004 |
Unravelling the Effects of Grain Boundary and Chemical Doping on Electron–Hole Recombination in CH 3 NH 3 PbI 3 Perovskite by Time-Domain Atomistic Simulation
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journal
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March 2016 |
Effects of intrinsic and atmospherically induced defects in narrow bandgap (FASnI 3 ) x (MAPbI 3 ) 1− x perovskite films and solar cells
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journal
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February 2020 |
Metal halide perovskite: a game-changer for photovoltaics and solar devices via a tandem design
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journal
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January 2018 |
Bandgap Engineering Enhances the Performance of Mixed‐Cation Perovskite Materials for Indoor Photovoltaic Applications
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journal
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August 2019 |
Unusual defect physics in CH 3 NH 3 PbI 3 perovskite solar cell absorber
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journal
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February 2014 |
Efficient iterative schemes for ab initio total-energy calculations using a plane-wave basis set
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journal
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October 1996 |
Correctly Assessing Defect Tolerance in Halide Perovskites
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journal
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February 2020 |
Iodine interstitials as a cause of nonradiative recombination in hybrid perovskites
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journal
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April 2020 |
The GW method
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journal
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March 1998 |
Machine learning enabled autonomous microstructural characterization in 3D samples
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journal
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January 2020 |
Ab initio molecular-dynamics simulation of the liquid-metal–amorphous-semiconductor transition in germanium
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journal
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May 1994 |
First-principles calculations for point defects in solids
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journal
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March 2014 |
Transition metal-substituted lead halide perovskite absorbers
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journal
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January 2017 |
Scoping the polymer genome: A roadmap for rational polymer dielectrics design and beyond
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journal
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September 2018 |
Universal machine learning framework for defect predictions in zinc blende semiconductors
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journal
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March 2022 |
SISSO: A compressed-sensing method for identifying the best low-dimensional descriptor in an immensity of offered candidates
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journal
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August 2018 |
Recent advances and applications of machine learning in solid-state materials science
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journal
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August 2019 |
Synthesis and crystal chemistry of the hybrid perovskite (CH3NH3)PbI3 for solid-state sensitised solar cell applications
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journal
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January 2013 |
Structure classification and melting temperature prediction in octet AB solids via machine learning
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journal
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June 2015 |
Chiral-perovskite optoelectronics
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journal
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March 2020 |
Machine Learning Force Fields: Construction, Validation, and Outlook
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journal
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December 2016 |
Predicting Materials Properties with Little Data Using Shotgun Transfer Learning
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journal
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September 2019 |
Advances and challenges to the commercialization of organic–inorganic halide perovskite solar cell technology
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journal
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March 2018 |
Elucidating the Methylammonium (MA) Conformation in MAPbBr 3 Perovskite with Application in Solar Cells
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journal
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November 2017 |
Structural Origins of Light-Induced Phase Segregation in Organic-Inorganic Halide Perovskite Photovoltaic Materials
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journal
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January 2020 |
Observation and Mediation of the Presence of Metallic Lead in Organic–Inorganic Perovskite Films
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journal
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June 2015 |
Correlating Phase Behavior with Photophysical Properties in Mixed‐Cation Mixed‐Halide Perovskite Thin Films
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journal
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December 2019 |
Machine learning based interatomic potential for amorphous carbon
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journal
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March 2017 |
Influence of Metal-Ion Replacement on the Phase Stabilization of Cubic All-Inorganic Cesium Lead Halide Perovskites: an Ab Initio Thermodynamic Formalism for Solution-Processed Cation Doping
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journal
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June 2021 |
New types of deep neural network learning for speech recognition and related applications: an overview
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conference
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May 2013 |
Random Forests
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journal
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January 2001 |
Charge Transfer Dynamics of Phase-Segregated Halide Perovskites: CH 3 NH 3 PbCl 3 and CH 3 NH 3 PbI 3 or (C 4 H 9 NH 3 ) 2 (CH 3 NH 3 ) n −1 Pb n I 3 n +1 Mixtures
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journal
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February 2019 |