ReviewMaterials (Basel, Switzerland)2025
Smart Manufacturing for High-Performance Materials: Advances, Challenges, and Future Directions.
Review in Materials (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 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
4 citing papers in PubMed.
- A Heterogeneous Multi-Output Stacked Learning Framework for Mechanical Property Prediction of FDM-Printed ASA: Experimental Validation.Polymers · 2026Article
- Next generation materials for environmental remediation through advanced mechanisms and future perspectives.Discover nano · 2026Review
- Emerging Chemical and Biological Materials Technologies in the Extraplanetary Environment.Nano-micro letters · 2026Review
- AI-driven design of multifunctional nanomaterials in revolutionizing high-temperature, high-power solutions for space technology: potentials, challenges and perspectives.Discover nano · 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
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Smart manufacturing utilizes advanced computing technologies to enhance adaptability within traditional mass production systems. This enables the creation of highly specialized products on demand, maintaining efficiency and cost-effectiveness. Integrating these technologies with high-performance materials further accelerates the development and testing of innovative materials that support efficient and flexible manufacturing processes. This paper explores the critical technologies driving smart manufacturing and highlights advancements in manufacturing techniques that offer unprecedented design freedom. It also examines the challenges associated with scaling smart manufacturing solutions and presents case studies from industries that have successfully adopted these approaches. Lastly, the paper summarizes key findings and proposes future research directions to further advance the field of smart manufacturing.
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.