ArticleProceedings of the National Academy of Sciences of the United States of America2022
Machine learning-based inverse design for electrochemically controlled microscopic gradients of O
Article in Proceedings of the National Academy of Sciences of the United States of America, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 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
8 citing papers in PubMed.
- Illuminating the Interface: In Situ Optical Insights Into Two-Electron ORR Pathways for HAdvanced materials (Deerfield Beach, Fla.) · 2026Review
- Structured Electrodes Induce Local pH as a Primary Determinant of COJournal of the American Chemical Society · 2026Article
- Designing Microbe-Semiconductor Interfaces for Semibiological Photosynthesis.Chemical reviews · 2026Review
- Sculpting Microbial Microenvironments: Spatiotemporal Control via Programmable Electrochemical Gradients.Journal of the American Chemical Society · 2026Review
- Electrochemical Control with High Spatiotemporal Resolutions for Extracellular pH Microenvironment.ACS electrochemistry · 2025Article
- Machine-Learning-Guided Design of Nanostructured Metal Oxide Photoanodes for Photoelectrochemical Water Splitting: From Material Discovery to Performance Optimization.Nanomaterials (Basel, Switzerland) · 2025Review
- SeroWare: An Open-Source Software Suite for Voltammetry Data Acquisition and Analysis.ACS chemical neuroscience · 2025Article
- Bringing carbon to life via one-carbon metabolism.Trends in biotechnology · 2025Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
Abstract
A fundamental understanding of extracellular microenvironments of O
Indexed as
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.