ArticleProceedings of the National Academy of Sciences of the United States of America2019
Catalyst discovery through megalibraries of nanomaterials.
Article in Proceedings of the National Academy of Sciences of the United States of America, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
21 citing papers in PubMed.
- High-entropy 1D halide perovskite piezoelectrics found by megalibrary synthesis and rapid nonlinear optical screening.Science advances · 2026Article
- A General Group Testing Strategy for Discovering Chemical Cooperativity.Angewandte Chemie (International ed. in English) · 2026Article
- Image processing pipeline for AI-driven nanoparticle megalibrary characterization.Scientific reports · 2026Article
- Polyelemental Nanoparticle Synthesis Enabled by Noncontact Metallothermic Reactions.Journal of the American Chemical Society · 2025Article
- Accelerating the Pace of Oxygen Evolution Reaction Catalyst Discovery through Megalibraries.Journal of the American Chemical Society · 2025Article
- Learning from Metal Nanocrystal Heterogeneity: A Need for Information-Rich and High-Throughput Single-Nanocrystal Measurements.ACS nanoscience Au · 2025Review
- Automated image segmentation for accelerated nanoparticle characterization.Scientific reports · 2025Article
- Traversing the Periodic Table through Phase-Separating Nanoreactors.Advanced materials (Deerfield Beach, Fla.) · 2025Article
- Creating chromaticity palettes and identifying white light emitters through nanocrystal megalibraries.Science advances · 2025Article
- Automated crystal system identification from electron diffraction patterns using multiview opinion fusion machine learning.Proceedings of the National Academy of Sciences of the United States of America · 2023Article
- A Microshutter for the Nanofabrication of Plasmonic Metal Alloys with Single Nanoparticle Composition Control.ACS nano · 2023Article
- Article
- Custom-made holey grapheneNanoscale advances · 2022Article
- Machine learning-accelerated design and synthesis of polyelemental heterostructures.Science advances · 2021Article
- Bayesian Optimization of High-Entropy Alloy Compositions for Electrocatalytic Oxygen Reduction*.Angewandte Chemie (International ed. in English) · 2021Article
- A Meta-Analysis of Conductive and Strong Carbon Nanotube Materials.Advanced materials (Deerfield Beach, Fla.) · 2021Review
- Massively parallel cantilever-free atomic force microscopy.Nature communications · 2021Article
- Dip-Pen Nanolithography(DPN): from Micro/Nano-patterns to Biosensing.Chemical research in Chinese universities · 2021Review
- Efficient Closed-loop Maximization of Carbon Nanotube Growth Rate using Bayesian Optimization.Scientific reports · 2020Article
- High-throughput, combinatorial synthesis of multimetallic nanoclusters.Proceedings of the National Academy of Sciences of the United States of America · 2020Article
Corrections and comments
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Authors and funding
9 authors.
Funding
Abstract
The nanomaterial landscape is so vast that a high-throughput combinatorial approach is required to understand structure-function relationships. To address this challenge, an approach for the synthesis and screening of megalibraries of unique nanoscale features (>10,000,000) with tailorable location, size, and composition has been developed. Polymer pen lithography, a parallel lithographic technique, is combined with an ink spray-coating method to create pen arrays, where each pen has a different but deliberately chosen quantity and composition of ink. With this technique, gradients of Au-Cu bimetallic nanoparticles have been synthesized and then screened for activity by in situ Raman spectroscopy with respect to single-walled carbon nanotube (SWNT) growth. Au
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.