ArticleChemical science2021
A chemically consistent graph architecture for massive reaction networks applied to solid-electrolyte interphase formation.
Article in Chemical science, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 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
13 citing papers in PubMed.
- Prediction and Experimental Verification of Electrolyte Solvation Structure from an OMol25-Trained Interatomic Potential.The journal of physical chemistry letters · 2026Article
- Identification of Solid-Electrolyte Interphase Species by Joint Characterization of Li-Ion Battery Chemistry by Mass Spectrometry and Electrochemical Reaction Networks.Journal of the American Chemical Society · 2026Article
- Alternative Algebraic Perspectives on CO/HJournal of chemical information and modeling · 2025Article
- Uncertainty-Aware First-Principles Exploration of Chemical Reaction Networks.The journal of physical chemistry. A · 2024Article
- A human-machine interface for automatic exploration of chemical reaction networks.Nature communications · 2024Article
- Designing electrolytes and interphases for high-energy lithium batteries.Nature reviews. Chemistry · 2024Review
- A method for modelling polymer electrolyte decomposition during the Li-nucleation process in Li-metal batteries.Scientific reports · 2023Article
- Pathfinder─Navigating and Analyzing Chemical Reaction Networks with an Efficient Graph-Based Approach.Journal of chemical information and modeling · 2023Article
- Graph-Driven Reaction Discovery: Progress, Challenges, and Future Opportunities.The journal of physical chemistry. A · 2022Review
- Critical Review on cathode-electrolyte Interphase Toward High-Voltage Cathodes for Li-Ion Batteries.Nano-micro letters · 2022Review
- Autonomous Reaction Network Exploration in Homogeneous and Heterogeneous Catalysis.Topics in catalysis · 2022Article
- Automated Exploration of Prebiotic Chemical Reaction Space: Progress and Perspectives.Life (Basel, Switzerland) · 2021Review
- Towards Predictive Synthesis of Inorganic Materials Using Network Science.Frontiers in chemistry · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Modeling reactivity with chemical reaction networks could yield fundamental mechanistic understanding that would expedite the development of processes and technologies for energy storage, medicine, catalysis, and more. Thus far, reaction networks have been limited in size by chemically inconsistent graph representations of multi-reactant reactions (
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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.