ArticleChemical science2023
Continuous flow synthesis of pyridinium salts accelerated by multi-objective Bayesian optimization with active learning.
Article in Chemical science, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 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
14 citing papers in PubMed.
- A Practical Guide to Bayesian Optimization for Organic Chemists.Chem catalysis · 2026Article
- Transfer learning for reaction optimisation: overview of its applications and limits.Chemical science · 2026Review
- Halide-site-substituting spacer creates quasi-two-dimensional perovskites for vapour-deposited light-emitting diodes.Nature nanotechnology · 2026Article
- Navigating Ternary Doping in Li-ion Cathodes With Closed-Loop Multi-Objective Bayesian Optimization.Advanced materials (Deerfield Beach, Fla.) · 2026Article
- Synergizing Chemical and AI Communities for Advancing Laboratories of the Future.ACS central science · 2026Review
- Photoactive PFA Coating through Fluorophilic Interactions for Continuous Flow Photochemistry.JACS Au · 2025Article
- Enabling technology for accelerated discovery of supramolecular materials.Chemical science · 2025Review
- AI Approaches to Homogeneous Catalysis with Transition Metal Complexes.ACS catalysis · 2025Review
- Continuous Flow Chemistry and Bayesian Optimization for Polymer-Functionalized Carbon Nanotube-Based Chemiresistive Methane Sensors.ACS applied materials & interfaces · 2024Article
- DigiChemTree enables programmable light-induced carbene generation for on demand chemical synthesis.Communications chemistry · 2024Article
- Self-Driving Laboratories for Chemistry and Materials Science.Chemical reviews · 2024Review
- Active Learning for Rapid Targeted Synthesis of Compositionally Complex Alloys.Materials (Basel, Switzerland) · 2024Article
- Calibration-free reaction yield quantification by HPLC with a machine-learning model of extinction coefficients.Chemical science · 2024Article
- Deep Kernel learning for reaction outcome prediction and optimization.Communications chemistry · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
13 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
We report a human-in-the-loop implementation of the multi-objective experimental design
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.