Research graph
References from Engineering efficient perovskite solar cells: Predicting the role of Mn3O4 hole transport layers through DFT, device simulation, and machine learning. Local targets link to admitted publications; unresolved targets remain external evidence.
Self-assembled monolayers (SAMs) in inverted perovskite solar cells and their tandem photovoltaics application
2024 · External reference
Efficient planar perovskite solar cells with improved fill factor via interface engineering with graphene
10.1021/acs.nanolett.8b00025 · 2018 · External reference
Impacts of the hole transport layer deposition process on buried interfaces in perovskite solar cells
2020 · External reference
Extending the defect tolerance of halide perovskite nanocrystals to hot carrier cooling dynamics
10.1038/s41467-024-52377-4 · 2024 · External reference
Challenges for commercializing perovskite solar cells
10.1126/science.aat8235 · 2018 · External reference
Organometallic halide perovskites: sharp optical absorption edge and its relation to photovoltaic performance
10.1021/jz500279b · 2014 · External reference
Unresolved reference
External reference
Impacts of the electron transport layer surface reconstruction on the buried interface in perovskite optoelectronic devices
10.1021/acs.jpclett.1c03565 · 2021 · External reference
Organic hole-transport layers for efficient, stable, and scalable inverted perovskite solar cells
10.1002/adma.202203794 · 2022 · External reference
Directly purifiable pre-oxidation of Spiro-OMeTAD for stability-enhanced perovskite solar cells with efficiency over 23
10.1016/j.cej.2022.135457 · 2022 · External reference
Recent progress of inorganic hole transport materials for efficient and stable perovskite solar cells
10.1002/nano.202000238 · 2021 · External reference
Robust inorganic hole transport materials for organic and perovskite solar cells: insights into materials electronic properties and device performance
10.1002/solr.202000555 · 2021 · External reference
High-performance planar perovskite solar cells using a low-temperature, solution-combustion-based nickel oxide hole-transporting layer with efficiency exceeding 20
10.1002/aenm.201703432 · 2018 · External reference
An inorganic hole conductor for organo-lead halide perovskite solar cells: improved hole conductivity with copper iodide
10.1021/ja411014k · 2014 · External reference
Over 20% PCE perovskite solar cells with superior stability achieved by novel and low-cost hole-transporting materials
10.1016/j.nanoen.2017.09.035 · 2017 · External reference
Hydrophobic Cu₂O quantum dots enabled by surfactant modification as top hole-transport materials for efficient perovskite solar cells
10.1002/advs.201801169 · 2019 · External reference
Cu₂ZnGeS₄ as a novel hole transport material for carbon-based perovskite solar cells with power conversion efficiency above 18%
10.1016/j.cej.2022.140146 · 2023 · External reference
Composition engineering of Cu₂ZnGeₓSn₁₋ₓS₄ nanoparticle hole transport layers for carbon-electrode-based perovskite solar cells
10.1039/d4ta07106a · 2025 · External reference
Perovskite solar cells: progress, challenges, and future avenues to clean energy
10.1016/j.solener.2024.113205 · 2025 · External reference
TK. Role of ammonia and urea in comparing the functional properties of precipitated spinel Mn₃O₄ nanomaterials
10.1016/j.scowo.2026.100199 · 2026 · External reference
Improved photovoltaic performance of polymer/Mn₃O₄ solar cells decorated with reduced graphene oxide
10.1007/s10854-025-16382-7 · 2026 · External reference
Ecofriendly Mn₃O₄ as a novel hole transport material for efficient and ultrastable flexible and rigid perovskite solar cells
10.1021/acssuschemeng.3c04833 · 2023 · External reference
QuantumATK: an integrated platform of electronic and atomic-scale modelling tools
10.1088/1361-648x/ab4007 · 2020 · External reference
Generalized gradient approximation made simple
10.1103/physrevlett.77.3865 · 1996 · External reference
Semiempirical GGA-type density functional constructed with a long-range dispersion correction
10.1002/jcc.20495 · 2006 · External reference
The electronic structure of structurally strained Mn₃O₄ postspinel and the relationship with Mn₃O₄ spinel
10.7566/jpsj.84.114702 · 2015 · External reference
The PseudoDojo: training and grading an 85-element optimized norm-conserving pseudopotential table
10.1016/j.cpc.2018.01.012 · 2018 · External reference
Modeling polycrystalline semiconductor solar cells
2000 · External reference
Interconnection optimization for highly efficient perovskite modules
10.1109/jphotov.2016.2626144 · 2017 · External reference
Charge collection in hybrid perovskite solar cells: relation to the nanoscale elemental distribution
10.1109/jphotov.2016.2633801 · 2017 · External reference
Unresolved reference
2006 · External reference
Unresolved reference
2006 · External reference
Stability, structural and electronic properties of hausmannite (Mn₃O₄) surfaces and their interaction with water
10.1021/acs.jpcc.8b06201 · 2018 · External reference
The influence of iron substitution on the magnetic properties of hausmannite, Mn²⁺(Fe,Mn)₂³⁺O₄
10.2138/am-1998-7-810 · 1998 · External reference
A DFT study of Mn₃O₄ hausmannite thin films supported on coinage metals
10.1016/j.apsusc.2022.155920 · 2023 · External reference
Ground-state properties of multivalent manganese oxides: density functional and hybrid density functional calculations
10.1103/physrevb.75.195128 · 2007 · External reference
Facile synthesis and optical band gap calculation of Mn₃O₄ nanoparticles
10.1016/j.matchemphys.2012.09.068 · 2012 · External reference
Density functional theory applied to magnetic materials: Mn₃O₄ at different hybrid functionals
10.1016/j.jmmm.2015.04.091 · 2015 · External reference
Atomic structures of CH₃NH₃PbI₃(001) surfaces
10.1021/acsnano.5b06420 · 2016 · External reference
Growth and interfacial structure of methylammonium lead iodide thin films on Au(111)
10.1016/j.susc.2016.09.004 · 2017 · External reference
First-principles study of zinc phthalocyanine molecules adsorbed on methylammonium lead iodide surfaces
10.1021/acs.jpcc.9b10664 · 2020 · External reference
Elucidating atomic structure and reconstruction of the Mn₃O₄(001) surface
10.1016/j.apsusc.2024.161339 · 2025 · External reference
Two-dimensional perovskite/HfS₂ van der Waals heterostructure as an absorber material for photovoltaic applications
10.1021/acsaem.1c03796 · 2022 · External reference
First-principles study on photovoltaic properties of two-dimensional Cs₂PbI₄–black phosphorus heterojunctions
10.1088/1361-648x/ab6d8f · 2020 · External reference
Investigation of effect of doping in perovskite solar cells: a numerical simulation approach
10.1016/j.matpr.2022.10.006 · 2023 · External reference
Energy level alignment at interfaces in metal halide perovskite solar cells
10.1002/admi.201800260 · 2018 · External reference
The role of the interfaces in perovskite solar cells
10.1002/admi.201901469 · 2020 · External reference
Theoretical analysis on the effect of band offsets in perovskite solar cells
10.1016/j.solmat.2014.10.036 · 2015 · External reference
Scikit-learn: machine learning in Python
2011 · External reference
Cross-validatory choice and assessment of statistical predictions
10.1111/j.2517-6161.1974.tb00994.x · 1974 · External reference
Organic hole-transport layers for efficient, stable, and scalable inverted perovskite solar cells
10.1002/adma.202203794 · ExternalCitation · doi-reference
Energy level alignment at interfaces in metal halide perovskite solar cells
10.1002/admi.201800260 · ExternalCitation · doi-reference
The role of the interfaces in perovskite solar cells
10.1002/admi.201901469 · ExternalCitation · doi-reference
Hydrophobic Cu₂O quantum dots enabled by surfactant modification as top hole-transport materials for efficient perovskite solar cells
10.1002/advs.201801169 · ExternalCitation · doi-reference
High-performance planar perovskite solar cells using a low-temperature, solution-combustion-based nickel oxide hole-transporting layer with efficiency exceeding 20
10.1002/aenm.201703432 · ExternalCitation · doi-reference
Semiempirical GGA-type density functional constructed with a long-range dispersion correction
10.1002/jcc.20495 · ExternalCitation · doi-reference
Recent progress of inorganic hole transport materials for efficient and stable perovskite solar cells
10.1002/nano.202000238 · ExternalCitation · doi-reference
Robust inorganic hole transport materials for organic and perovskite solar cells: insights into materials electronic properties and device performance
10.1002/solr.202000555 · ExternalCitation · doi-reference
Improved photovoltaic performance of polymer/Mn₃O₄ solar cells decorated with reduced graphene oxide
10.1007/s10854-025-16382-7 · ExternalCitation · doi-reference
A DFT study of Mn₃O₄ hausmannite thin films supported on coinage metals
10.1016/j.apsusc.2022.155920 · ExternalCitation · doi-reference
Elucidating atomic structure and reconstruction of the Mn₃O₄(001) surface
10.1016/j.apsusc.2024.161339 · ExternalCitation · doi-reference
Directly purifiable pre-oxidation of Spiro-OMeTAD for stability-enhanced perovskite solar cells with efficiency over 23
10.1016/j.cej.2022.135457 · ExternalCitation · doi-reference
Cu₂ZnGeS₄ as a novel hole transport material for carbon-based perovskite solar cells with power conversion efficiency above 18%
10.1016/j.cej.2022.140146 · ExternalCitation · doi-reference
The PseudoDojo: training and grading an 85-element optimized norm-conserving pseudopotential table
10.1016/j.cpc.2018.01.012 · ExternalCitation · doi-reference
Density functional theory applied to magnetic materials: Mn₃O₄ at different hybrid functionals
10.1016/j.jmmm.2015.04.091 · ExternalCitation · doi-reference
Facile synthesis and optical band gap calculation of Mn₃O₄ nanoparticles
10.1016/j.matchemphys.2012.09.068 · ExternalCitation · doi-reference
Investigation of effect of doping in perovskite solar cells: a numerical simulation approach
10.1016/j.matpr.2022.10.006 · ExternalCitation · doi-reference
Over 20% PCE perovskite solar cells with superior stability achieved by novel and low-cost hole-transporting materials
10.1016/j.nanoen.2017.09.035 · ExternalCitation · doi-reference
TK. Role of ammonia and urea in comparing the functional properties of precipitated spinel Mn₃O₄ nanomaterials
10.1016/j.scowo.2026.100199 · ExternalCitation · doi-reference
Perovskite solar cells: progress, challenges, and future avenues to clean energy
10.1016/j.solener.2024.113205 · ExternalCitation · doi-reference
Theoretical analysis on the effect of band offsets in perovskite solar cells
10.1016/j.solmat.2014.10.036 · ExternalCitation · doi-reference
Growth and interfacial structure of methylammonium lead iodide thin films on Au(111)
10.1016/j.susc.2016.09.004 · ExternalCitation · doi-reference
Stability, structural and electronic properties of hausmannite (Mn₃O₄) surfaces and their interaction with water
10.1021/acs.jpcc.8b06201 · ExternalCitation · doi-reference
First-principles study of zinc phthalocyanine molecules adsorbed on methylammonium lead iodide surfaces
10.1021/acs.jpcc.9b10664 · ExternalCitation · doi-reference
Impacts of the electron transport layer surface reconstruction on the buried interface in perovskite optoelectronic devices
10.1021/acs.jpclett.1c03565 · ExternalCitation · doi-reference
Efficient planar perovskite solar cells with improved fill factor via interface engineering with graphene
10.1021/acs.nanolett.8b00025 · ExternalCitation · doi-reference
Two-dimensional perovskite/HfS₂ van der Waals heterostructure as an absorber material for photovoltaic applications
10.1021/acsaem.1c03796 · ExternalCitation · doi-reference
Atomic structures of CH₃NH₃PbI₃(001) surfaces
10.1021/acsnano.5b06420 · ExternalCitation · doi-reference
Ecofriendly Mn₃O₄ as a novel hole transport material for efficient and ultrastable flexible and rigid perovskite solar cells
10.1021/acssuschemeng.3c04833 · ExternalCitation · doi-reference
An inorganic hole conductor for organo-lead halide perovskite solar cells: improved hole conductivity with copper iodide
10.1021/ja411014k · ExternalCitation · doi-reference
Organometallic halide perovskites: sharp optical absorption edge and its relation to photovoltaic performance
10.1021/jz500279b · ExternalCitation · doi-reference
Extending the defect tolerance of halide perovskite nanocrystals to hot carrier cooling dynamics
10.1038/s41467-024-52377-4 · ExternalCitation · doi-reference
Composition engineering of Cu₂ZnGeₓSn₁₋ₓS₄ nanoparticle hole transport layers for carbon-electrode-based perovskite solar cells
10.1039/d4ta07106a · ExternalCitation · doi-reference
QuantumATK: an integrated platform of electronic and atomic-scale modelling tools
10.1088/1361-648x/ab4007 · ExternalCitation · doi-reference
First-principles study on photovoltaic properties of two-dimensional Cs₂PbI₄–black phosphorus heterojunctions
10.1088/1361-648x/ab6d8f · ExternalCitation · doi-reference
Ground-state properties of multivalent manganese oxides: density functional and hybrid density functional calculations
10.1103/physrevb.75.195128 · ExternalCitation · doi-reference
Generalized gradient approximation made simple
10.1103/physrevlett.77.3865 · ExternalCitation · doi-reference
Interconnection optimization for highly efficient perovskite modules
10.1109/jphotov.2016.2626144 · ExternalCitation · doi-reference
Charge collection in hybrid perovskite solar cells: relation to the nanoscale elemental distribution
10.1109/jphotov.2016.2633801 · ExternalCitation · doi-reference
Cross-validatory choice and assessment of statistical predictions
10.1111/j.2517-6161.1974.tb00994.x · ExternalCitation · doi-reference
Challenges for commercializing perovskite solar cells
10.1126/science.aat8235 · ExternalCitation · doi-reference
The influence of iron substitution on the magnetic properties of hausmannite, Mn²⁺(Fe,Mn)₂³⁺O₄
10.2138/am-1998-7-810 · ExternalCitation · doi-reference
The electronic structure of structurally strained Mn₃O₄ postspinel and the relationship with Mn₃O₄ spinel
10.7566/jpsj.84.114702 · ExternalCitation · doi-reference
