Research graph
References from Advancing perovskite solar cell commercialization: Bridging materials, vacuum deposition, and AI-assisted automation. Local targets link to admitted publications; unresolved targets remain external evidence.
Silicon solar cells: toward the efficiency limits
2019 · External reference
The emergence of perovskite solar cells
10.1038/nphoton.2014.134 · 2014 · External reference
Metal halide perovskite for next-generation optoelectronics: progresses and prospects
10.1186/s43593-022-00033-z · 2023 · External reference
Insights into the development of monolithic perovskite/silicon tandem solar cells
10.1002/aenm.202003628 · 2022 · External reference
Efficient and stable perovskite–silicon two-terminal tandem solar cells
10.1007/s12598-020-01430-4 · 2020 · External reference
Organometal halide perovskites as visible-light sensitizers for photovoltaic cells
10.1021/ja809598r · 2009 · External reference
Non-epitaxial single-crystal 2D material growth by geometrical confinement.
10.1038/s41586-022-05524-0 · 2023 · External reference
Polarization-sensitive broadband photodetector using a black phosphorus vertical p–n junction
10.1038/nnano.2015.112 · 2015 · External reference
Stability of metal halide perovskite solar cells
10.1002/aenm.201500963 · 2015 · External reference
Perovskites: the emergence of a new Era for low-cost, high-efficiency solar cells
10.1021/jz4020162 · 2013 · External reference
Beyond efficiency: the challenge of stability in mesoscopic perovskite solar cells
10.1002/aenm.201501066 · 2015 · External reference
Chemical management for colorful, efficient, and stable inorganic–organic hybrid nanostructured solar cells
10.1021/nl400349b · 2013 · External reference
Compositional engineering of perovskite materials for high-performance solar cells
10.1038/nature14133 · 2015 · External reference
Iodide management in formamidinium-lead-halide–based perovskite layers for efficient solar cells
10.1126/science.aan2301 · 2017 · External reference
Incorporation of rubidium cations into perovskite solar cells improves photovoltaic performance
10.1126/science.aah5557 · 2016 · External reference
Understanding degradation mechanisms and improving stability of perovskite photovoltaics
10.1021/acs.chemrev.8b00336 · 2019 · External reference
Recent progress on interface engineering for high-performance, stable perovskites solar cells
10.1002/admi.202000118 · 2020 · External reference
High-performance large-area perovskite photovoltaic modules
10.26599/nre.2022.9120024 · 2022 · External reference
Monitoring the stability and degradation mechanisms of perovskite solar cells by in situ and operando characterization
10.1063/5.0145199 · 2023 · External reference
Addressing the stability issue of perovskite solar cells for commercial applications
10.1038/s41467-018-07255-1 · 2018 · External reference
Opportunities and challenges for perovskite solar cells based on vacuum thermal evaporation
2022 · External reference
Self-organized growth of PbI-based layered perovskite quantum well by dual-source vapor deposition
10.1021/cm960434m · 1997 · External reference
The rise of self-driving labs in chemical and materials sciences
10.1038/s44160-022-00231-0 · 2023 · External reference
A robotic platform for flow synthesis of organic compounds informed by AI planning
10.1126/science.aax1566 · 2019 · External reference
A mobile robotic chemist
10.1038/s41586-020-2442-2 · 2020 · External reference
10.1016/b978-0-12-821090-1.00022-3
10.1016/b978-0-12-821090-1.00022-3 · External reference
Self-driving laboratories coming of age
10.1016/j.joule.2020.11.021 · 2020 · External reference
Review of recent progress in chemical stability of perovskite solar cells
10.1039/c4ta04994b · 2015 · External reference
Atomistic origins of high-performance in hybrid halide perovskite solar cells
10.1021/nl500390f · 2014 · External reference
Investigation of CH3NH3PbI3 degradation rates and mechanisms in controlled humidity environments using in situ techniques
10.1021/nn506864k · 2015 · External reference
Pseudohalide-induced moisture tolerance in perovskite CH3NH3Pb(SCN)2I thin films
10.1002/anie.201503038 · 2015 · External reference
Efficient and stable perovskite solar cells prepared in ambient air irrespective of the humidity
10.1038/ncomms11105 · 2016 · External reference
Air-stable, efficient mixed-cation perovskite solar cells with cu electrode by scalable fabrication of active layer
10.1002/aenm.201600372 · 2016 · External reference
Efficient vertical charge transport in polycrystalline halide perovskites revealed by four-dimensional tracking of charge carriers
10.1038/s41563-022-01395-y · 2022 · External reference
Photonic van der Waals integration from 2D materials to 3D nanomembranes
10.1038/s41578-023-00558-w · 2023 · External reference
Handwriting of perovskite optoelectronic devices on diverse substrates
2023 · External reference
Functionalizing nanophotonic structures with 2D van der Waals materials
10.1039/d3nh00246b · 2023 · External reference
High-speed fabrication of all-inkjet-printed organometallic halide perovskite light-emitting diodes on elastic substrates
10.1002/adma.202102095 · 2021 · External reference
Optical meta-waveguides for integrated photonics and beyond
10.1038/s41377-021-00655-x · 2021 · External reference
Crystallographically aligned perovskite structures for high-performance polarization-sensitive photodetectors
10.1002/adma.201605993 · 2017 · External reference
Fast anion-exchange in highly luminescent nanocrystals of cesium lead halide perovskites (CsPbX3, X = Cl, Br, I)
10.1021/acs.nanolett.5b02404 · 2015 · External reference
Unusual defect physics in CH3NH3PbI3 perovskite solar cell absorber
10.1063/1.4864778 · 2014 · External reference
Origin of high electronic quality in structurally disordered CH3NH3PbI3 and the passivation effect of Cl and O at grain boundaries
10.1002/aelm.201500044 · 2015 · External reference
Lewis acid–base adduct approach for high efficiency perovskite solar cells
10.1021/acs.accounts.5b00440 · 2016 · External reference
Efficient planar perovskite solar cells with large fill factor and excellent stability
10.1016/j.jpowsour.2015.07.081 · 2015 · External reference
Planar CH3NH3PbI3 perovskite solar cells with constant 17.2% average power conversion efficiency irrespective of the scan rate
10.1002/adma.201500048 · 2015 · External reference
Polymer-templated nucleation and crystal growth of perovskite films for solar cells with efficiency greater than 21
10.1038/nenergy.2016.142 · 2016 · External reference
From nano- to micrometer scale: the role of antisolvent treatment on high performance perovskite solar cells
10.1021/acs.chemmater.6b05353 · 2017 · External reference
High-efficiency solution-processed perovskite solar cells with millimeter-scale grains
10.1126/science.aaa0472 · 2015 · External reference
Over 16% efficiency organic photovoltaic cells enabled by a chlorinated acceptor with increased open-circuit voltages
10.1038/s41467-019-10351-5 · 2019 · External reference
Graphene nanopattern as a universal epitaxy platform for single-crystal membrane production and defect reduction
10.1038/s41565-022-01200-6 · 2022 · External reference
Monolithic 3D integration of 2D materials-based electronics towards ultimate edge computing solutions
10.1038/s41563-023-01704-z · 2023 · External reference
Path towards graphene commercialization from lab to market
10.1038/s41565-019-0555-2 · 2019 · External reference
MoS2 quantum Dot/graphene hybrids for advanced interface engineering of a CH3NH3PbI3 perovskite solar cell with an efficiency of over 20%
10.1021/acsnano.8b05514 · 2018 · External reference
Research update: the electronic structure of hybrid perovskite layers and their energetic alignment in devices
10.1063/1.4960112 · 2016 · External reference
Two-dimensional material interface engineering for efficient perovskite large-area modules
10.1021/acsenergylett.9b01151 · 2019 · External reference
Dopant-free hole-transporting polymers for efficient and stable perovskite solar cells
10.1021/acs.macromol.9b00165 · 2019 · External reference
Hole transport materials based on 6,12-dihydroindeno[1,2-b]fluorine with different periphery groups: a new strategy for dopant-free perovskite solar cells
10.1002/adfm.201901296 · 2019 · External reference
Molecular engineering of copper phthalocyanines: a strategy in developing dopant-free hole-transporting materials for efficient and ambient-stable perovskite solar cells
10.1002/aenm.201803287 · 2019 · External reference
Efficient, stable and scalable perovskite solar cells using poly(3-hexylthiophene)
10.1038/s41586-019-1036-3 · 2019 · External reference
Perovskite solar cells with CuSCN hole extraction layers yield stabilized efficiencies greater than 20
10.1126/science.aam5655 · 2017 · External reference
High-efficiency humidity-stable planar perovskite solar cells based on atomic layer architecture
10.1039/c6ee02687g · 2017 · External reference
Interface engineering with NiO nanocrystals for highly efficient and stable planar perovskite solar cells
10.1016/j.electacta.2018.10.032 · 2019 · External reference
Review on practical interface engineering of perovskite solar cells: from efficiency to stability
10.1002/solr.201900257 · 2020 · External reference
6,6]-Phenyl-C61-butyric acid methyl ester/cerium oxide bilayer structure as efficient and stable electron transport layer for inverted perovskite solar cells
10.1021/acsnano.7b07754 · 2018 · External reference
Solid-state ligand-capped metal oxide electron-transporting layer for efficient and stable fullerene-free perovskite solar cells
10.1002/solr.202100671 · 2022 · External reference
Overcoming ultraviolet light instability of sensitized TiO2 with meso-superstructured organometal tri-halide perovskite solar cells
10.1038/ncomms3885 · 2013 · External reference
Methylammonium-free, high-performance, and stable perovskite solar cells on a planar architecture
10.1126/science.aat3583 · 2018 · External reference
Achieving a highly stable perovskite photodetector with a long lifetime fabricated via an all-vacuum deposition process
10.1021/acsami.3c00839 · 2023 · External reference
High-efficiency perovskite solar cells
10.1021/acs.chemrev.0c00107 · 2020 · External reference
Applications of vacuum vapor deposition for perovskite solar cells: a progress review
10.23919/ien.2022.0053 · 2022 · External reference
Efficient planar heterojunction perovskite solar cells by vapour deposition
10.1038/nature12509 · 2013 · External reference
Efficient and uniform planar-type perovskite solar cells by simple sequential vacuum deposition
10.1002/adma.201402461 · 2014 · External reference
10.1126/sciadv.abo7422
10.1126/sciadv.abo7422 · External reference
Insights into the evaporation behaviour of FAI: material degradation and consequences for perovskite solar cells
10.1039/d2se00373b · 2022 · External reference
High performance from extraordinarily thick organic light-emitting diodes
10.1038/s41586-019-1435-5 · 2019 · External reference
In situ deposition of black α-FAPbI3 films by vacuum flash evaporation for solar cells
10.1007/s10854-019-01155-w · 2019 · External reference
Perovskite solar cells prepared by flash evaporation
10.1039/c5cc01103e · 2015 · External reference
Single-source vapor-deposition of MA1–xFAxPbI3 perovskite absorbers for solar cells
2023 · External reference
Surface defect engineering of metal halide perovskites for photovoltaic applications
10.1021/acsenergylett.1c02847 · 2022 · External reference
Interface passivation for 31.25%-efficient perovskite/silicon tandem solar cells
10.1126/science.adg0091 · 2023 · External reference
Perovskite solar cells by vapor deposition based and assisted methods
10.1063/5.0085221 · 2022 · External reference
High performance perovskite solar cells by hybrid chemical vapor deposition
10.1039/c4ta04385e · 2014 · External reference
Hybrid chemical vapor deposition enables scalable and stable Cs-FA mixed cation perovskite solar modules with a designated area of 91.8 cm2 approaching 10% efficiency
10.1039/c9ta00239a · 2019 · External reference
Silicon/2D-material photodetectors: from near-infrared to mid-infrared
10.1038/s41377-021-00551-4 · 2021 · External reference
Rapid hybrid chemical vapor deposition for efficient and hysteresis-free perovskite solar modules with an operation lifetime exceeding 800 h
10.1039/d0ta09007g · 2020 · External reference
Perovskite solar cells employing organic charge-transport layers
10.1038/nphoton.2013.341 · 2014 · External reference
Efficient vacuum deposited p-i-n and n-i-p perovskite solar cells employing doped charge transport layers
10.1039/c6ee02100j · 2016 · External reference
A vertically oriented two-dimensional Ruddlesden–Popper phase perovskite passivation layer for efficient and stable inverted perovskite solar cells
10.1039/d2ee00759b · 2022 · External reference
Highly efficient thermally co-evaporated perovskite solar cells and mini-modules
10.1016/j.joule.2020.03.005 · 2020 · External reference
Sequential vacuum-evaporated perovskite solar cells with more than 24% efficiency
10.1126/sciadv.abo7422 · 2022 · External reference
Composition-controlled organometal halide perovskite via CH3NH3I pressure in a vacuum co-deposition process
10.1039/c6ta00168h · 2016 · External reference
10.1021/acsami.2c14658
10.1021/acsami.2c14658 · External reference
Consensus statement for stability assessment and reporting for perovskite photovoltaics based on ISOS procedures
10.1038/s41560-019-0529-5 · 2020 · External reference
Highly efficient p-i-n perovskite solar cells that endure temperature variations
10.1126/science.add7331 · 2023 · External reference
Machine learning for perovskite solar cells and component materials: key technologies and prospects
10.1002/adfm.202214271 · 2023 · External reference
High-throughput synthesis of thin films for the discovery of energy materials: a perspective
10.1021/acsmaterialsau.2c00028 · 2022 · External reference
Chemical robotics enabled exploration of stability in multicomponent lead halide perovskites via machine learning
10.1021/acsenergylett.0c01749 · 2020 · External reference
Elucidating the full potential of OPV materials utilizing a high-throughput robot-based platform and machine learning
10.1016/j.joule.2020.12.013 · 2021 · External reference
Integrated system built for small-molecule semiconductors via high-throughput approaches
10.1021/jacs.3c03271 · 2023 · External reference
Discovery of temperature-induced stability reversal in perovskites using high-throughput robotic learning
2021 · External reference
High-throughput study of antisolvents on the stability of multicomponent metal halide perovskites through robotics-based synthesis and machine learning approaches
10.1021/jacs.1c10045 · 2021 · External reference
Robot-accelerated perovskite investigation and discovery
10.1021/acs.chemmater.0c01153 · 2020 · External reference
Robot-based high-throughput screening of antisolvents for lead halide perovskites
10.1016/j.joule.2020.06.013 · 2020 · External reference
10.1126/sciadv.aaz8867
10.1126/sciadv.aaz8867 · External reference
Machine learning for high-throughput experimental exploration of metal halide perovskites
10.1016/j.joule.2021.10.001 · 2021 · External reference
Machine learning for perovskite solar cell design
10.1016/j.commatsci.2023.112215 · 2023 · External reference
Performance analysis of perovskite solar cells in 2013–2018 using machine-learning tools
10.1016/j.nanoen.2018.11.069 · 2019 · External reference
Predictions and strategies learned from machine learning to develop high-performing perovskite solar cells
2019 · External reference
How machine learning predicts and explains the performance of perovskite solar cells
10.1002/solr.202101100 · 2022 · External reference
Machine learning-guided search for high-efficiency perovskite solar cells with doped electron transport layers
10.1039/d1ta08194b · 2021 · External reference
Predicting the device performance of the perovskite solar cells from the experimental parameters through machine learning of existing experimental results
10.1016/j.jechem.2022.10.024 · 2023 · External reference
Machine learning enables intelligent screening of interface materials towards minimizing voltage losses for p-i-n type perovskite solar cells
10.1016/j.jechem.2023.04.015 · 2023 · External reference
An open-access database and analysis tool for perovskite solar cells based on the FAIR data principles
10.1038/s41560-021-00941-3 · 2022 · External reference
Efficiency and stability analysis of 2D/3D perovskite solar cells using machine learning
10.1002/ente.202100948 · 2022 · External reference
Next-generation experimentation with self-driving laboratories
10.1016/j.trechm.2019.02.007 · 2019 · External reference
A roadmap for the commercialization of perovskite light emitters
10.1038/s41578-022-00459-4 · 2022 · External reference
Scaling deep learning for materials discovery
10.1038/s41586-023-06735-9 · 2023 · External reference
An autonomous laboratory for the accelerated synthesis of novel materials
10.1038/s41586-023-06734-w · 2023 · External reference
Stability challenges for the commercialization of perovskite–silicon tandem solar cells
10.1038/s41578-022-00521-1 · 2023 · External reference
The path to perovskite commercialization: a perspective from the united states solar energy technologies office
10.1021/acsenergylett.2c00698 · 2022 · External reference
