ArticleNature2023
An autonomous laboratory for the accelerated synthesis of novel materials.
Article in Nature, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 191 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
191 citing papers in PubMed, 713 citations in OpenAlex.
- From Coprecipitation to Nanostructure: Formation, Morphology, and Reactive-Site Accessibility in Fe-Containing Binary Layered Double Hydroxides.Nanomaterials (Basel, Switzerland) · 2026Review
- Interpretable Bayesian optimization for catalyst discovery.Faraday discussions · 2026Article
- The "synthetic validity" problem in AI-generated science.Proceedings of the National Academy of Sciences of the United States of America · 2026Article
- Sustainable Polymer Aerogels: Multiscale Design from Biomass and Thermoset Networks to AI-Guided Materials Discovery.Gels (Basel, Switzerland) · 2026Review
- The missing data for intelligent scientific instruments.Nature methods · 2026Article
- Mechanistically Interpretable Artificial Intelligence for Designing Oxygen Electrocatalysts.Advanced materials (Deerfield Beach, Fla.) · 2026Article
- A Non-Equilibrium Flame Aerosol Process to Create High-Entropy MOFs.Advanced materials (Deerfield Beach, Fla.) · 2026Article
- Machine Learning-Driven Nanoscale Synthesis for Electrocatalytic Performance: From Data-Driven Methodologies to Closed-Loop Optimization.Advanced materials (Deerfield Beach, Fla.) · 2026Review
- From Experimental Optimization to AI Empowerment: Advanced Strategies of Oxygen Evolution Reaction for Large-Scale PEMWE.Small (Weinheim an der Bergstrasse, Germany) · 2026Review
- Materials Databases: Foundations of Modern Digital Materials.Precision chemistry · 2026Review
- AI-driven robotics for optics.Science advances · 2026Article
- Accurate SEM-EDS quantification, automation, and machine learning enable high-throughput compositional characterization of powders.Nature communications · 2026Article
- AI for Accelerated Materials Discovery: From Generative Design to Autonomous Realization.Chemical reviews · 2026Article
- Multiagent Data Mining for Enhanced Machine Learning Prediction of Delayed Fluorescence Materials.ACS omega · 2026Article
- Reinforcement Learning for Cathode Material Design Through Sequential Decision-Making Frameworks.Nanomaterials (Basel, Switzerland) · 2026Review
- Rank-guided learning accelerates automated enzyme engineering.Nature communications · 2026Article
- Automating Chemical Reasoning in High-Throughput Phase Identification With a Probabilistic, LLM-Guided Framework.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Living Inorganic Nanomaterials: Design, Preparation, and Biomedical Applications.Advanced materials (Deerfield Beach, Fla.) · 2026Review
- The need of a 'self-evolving' research platform in tribology.National science review · 2026Article
- Biomacromolecule-MOF Composites for Intracellular Delivery: From Empirical Construction to Rational Design and AI-Assisted Screening.Small (Weinheim an der Bergstrasse, Germany) · 2026Review
131 more citing papers are in PubMed but not listed here.
Corrections and comments
- Erratum issued
Authors and funding
16 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
To close the gap between the rates of computational screening and experimental realization of novel materials
Identifiers
What OpenQuestion holds
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.