ReviewNature communications2025
Challenges and opportunities for high-quality battery production at scale.
Review in Nature communications, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 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
17 citing papers in PubMed.
- Synergistic Considerations of Deposition-Stripping Mechanisms for Designing Highly Reversible Zinc Metal Anodes.Small methods · 2026Review
- From High-Capacity to Practical: Lean-Tin Alloying Strategy in Borophene-Encased Hard Carbon Hosts as Anodes for Scalable Sodium-Ion Pouch Batteries.Small (Weinheim an der Bergstrasse, Germany) · 2026Article
- System-level assessment of dynamic reconfiguration for lifetime and cost outcomes in electric vehicle battery packs.Nature communications · 2026Article
- Composite Separator with Superior Thermal Shrinkage Resistance for the Safety of Lithium Metal Batteries.Small (Weinheim an der Bergstrasse, Germany) · 2026Article
- Advancing battery failure diagnosis by knowledge-augmented large language models.National science review · 2026Article
- battery_xct_workflows: extracting quality metrics from X-ray computed tomography of Li-ion cells.MethodsX · 2026Article
- Metal-Dependent Lithiation Behaviors in Cobalt and Zinc Metal-Organic Frameworks as Lithium-Ion Battery Anodes.Inorganic chemistry · 2026Article
- In Situ Polymerized Composite Electrolytes for High-Performance Solid-State Lithium Batteries: A Review.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Review
- Advancing Battery Manufacturing: Synchrotron Characterization for Industry.Chemical reviews · 2026Review
- Trimetallic Zeolitic Imidazolate Framework-Derived CoNiOMolecules (Basel, Switzerland) · 2026Article
- Optically-Coupled X-Ray Computed Laminography System for High-Speed Inspection of Lithium-Ion Batteries.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Confining Li⁺ Solvation in Core-Shell Metal-Organic Frameworks for Stable Lithium Metal Batteries at 100 °C.Nano-micro letters · 2026Article
- Orbital-Selective Photoinduced Polaron Dynamics in NaJACS Au · 2025Article
- Forecasting Battery Electrode Performance via Electrochemical Fluorescence Microscopy and Machine-Learning.ACS applied materials & interfaces · 2025Article
- Toward AI ecosystems for electrolyte and interface engineering in solid-state batteries.Science advances · 2025Review
- From Mining to Manufacturing: Scientific Challenges and Opportunities behind Battery Production.Chemical reviews · 2025Review
- From small batteries to big claims.Nature nanotechnology · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
As the world electrifies, global battery production is expected to surge. However, batteries are both difficult to produce at the gigawatt-hour scale and sensitive to minor manufacturing variation. As a result, the battery industry has already experienced both highly-visible safety incidents and under-the-radar reliability issues-a trend that will only worsen if left unaddressed. Here we highlight both the challenges and opportunities to enable battery quality at scale. We first describe the interplay between various battery failure modes and their numerous root causes. We then discuss how to manage and improve battery quality during production. We hope our perspective brings greater visibility to the battery quality challenge to enable safe global electrification.
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.