• Home
  • Search
  • ProgrammableLight-Driven Color Tuning of PerovskiteQuantum Dots
  • https://doi.org/10.1021/acscentsci.5c01651Copy DOI Icon

ProgrammableLight-Driven Color Tuning of PerovskiteQuantum Dots

Show More
  • Abstract
  • Literature Map
  • References
  • Similar Papers
Abstract

Precise, sustainable, and scalable bandgap tuning ofmetal halideperovskite (MHP) nanocrystals (NCs) is critical for their integrationinto advanced optoelectronic and photocatalytic systems. Photoinducedanion exchange reactions (PIAERs) enable uniform halide delivery withspatiotemporal control, yet their complex parameter space has limitedmechanistic understanding and rational optimization. Here, we introducea material-efficient fluidic self-driving laboratory (FSDL) that integratesa single-droplet microfluidic photoreactor, multimodal insitu spectroscopy, and a multiobjective Bayesian optimizationframework to navigate the ∼106-dimensional designspace of PIAERs autonomously. Through machine learning-guided explorationof this coupled parameter landscape, the FSDL rapidly identifies synthesisconditions that simultaneously maximize photoluminescence quantumyield and minimize emission line width for any target emission wavelengthacross the UV–visible spectrum. Mechanistic trends derivedfrom surrogate modeling revealed distinct kinetic regimes for Br–→Cl– and Br–→I– exchanges, governed respectively byreaction time and photon flux, enabling reaction-specific tuning strategies.Critically, synthesis protocols discovered at the droplet scale (∼10μL) were directly translated to continuous-flow operation (∼50–250mL·day–1) without reoptimization, maintainingoptical performance and establishing knowledge scalability across4 orders of magnitude in throughput, with low energy demand. Thisstudy demonstrates a reproducible, mechanistically informed, and industriallyrelevant route for programmable light-directed bandgap tuning in MHPNCs.

Similar Papers
  • Research Article
  • Citations134

Bandgap tuning of two-dimensional materials by sphere diameter engineering.

  • Feb 24, 2020
  • Nature Materials
  • Mengqi Zeng +18
  • Research Article

(Sb1-xSnx)2Se3與Cu2FeSnSe4奈米晶液相合成及其光學性質研究

  • Jan 01, 2014
  • 成功大學材料科學及工程學系學位論文
  • 謝明勳
  • Research Article
  • Citations1

Band Gap Tuning in Mercaptoacetic Acid Capped Mixed Halides Perovskites and Effect of Solvents on Their Fluorescence Dynamics: A Potential Sensor for Polarity.

  • Jan 09, 2025
  • Journal of fluorescence
  • Muhammad Asad Riaz +5
  • Research Article
  • Citations145

White light emission in Bi3+/Mn2+ ion co-doped CsPbCl3 perovskite nanocrystals.

  • Jan 01, 2018
  • Nanoscale
  • He Shao +9
  • Research Article
  • Citations3

Elimination of unexpected destruction on CsPbBrxI3-x nanocrystals arising from polymer matrix

  • Jul 21, 2022
  • Journal of Luminescence
  • Yajie Zhu +9
  • Research Article
  • Citations63

SiP Nanosheets: A Metal-Free Two-Dimensional Photocatalyst for Visible-Light Photocatalytic H2 Production and Nitrogen Fixation.

  • Jul 28, 2022
  • ACS Nano
  • Yong-Jun Yuan +10
  • Research Article
  • Citations2

Research progress of broadband photodetectors based on two-dimensional materials

  • Jan 01, 2025
  • Acta Physica Sinica
  • Yueying Cui +6
  • Research Article

Rational and Multidimensional Optimization of Nanozyme Catalytic Performance.

  • Apr 17, 2026
  • Small (Weinheim an der Bergstrasse, Germany)
  • Zheng Xu +1
  • Research Article
  • Citations11

Surface-Ligand-ModifiedCdSe/CdS Nanorods for High-PerformanceLight-Emitting Diodes

  • Jan 19, 2023
  • ACS Omega
  • Hui Zhang +9
  • Research Article
  • Citations575

Theory of Photoinjection of Hot Plasmonic Carriers from Metal Nanostructures into Semiconductors and Surface Molecules

  • Jul 31, 2013
  • The Journal of Physical Chemistry C
  • Alexander O Govorov +2
  • Research Article
  • Citations11

Advances in light-emitting metal-halide perovskite nanocrystals

  • Jun 01, 2020
  • MRS Bulletin
  • Liang-Jin Xu +3
  • Research Article
  • Citations78

Nanoimprinted 2D-Chiral Perovskite Nanocrystal Metasurfaces for Circularly Polarized Photoluminescence.

  • Mar 04, 2023
  • Advanced Materials
  • Jose Mendoza‐Carreño +5
  • Research Article
  • Citations7

Highly Stable Mixed Halide Perovskite Nanocrystals for High Performance Pure‐Red Light‐Emitting Diodes

  • Nov 06, 2024
  • Advanced Optical Materials
  • Siyuan Ye +7
  • Research Article
  • Citations19

2D/2D NiAl LDH integrated graphitic carbon nitride with robust interfacial contact for driving photocatalytic hydrogen production

  • Aug 15, 2023
  • Materials Today: Proceedings
  • Areen Sherryna +3
  • Research Article
  • Citations98

Fully epitaxial ferroelectric ScGaN grown on GaN by molecular beam epitaxy

  • Sep 13, 2021
  • Applied Physics Letters
  • Ding Wang +3
Cactus Communications logo

Copyright 2026 Cactus Communications. All rights reserved.