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61,005 resultsShowing papers similar to Impact of Machine/Deep Learning on Additive Manufacturing: Publication Trends, Bibliometric Analysis, and Literature Review (2013-2022).
ClearBibliometric and visualized analysis of 3D printing bioink in bone tissue engineering
This paper is a bibliometric analysis of 3D-printed bioink research in bone tissue engineering, covering publication trends from 2010 to 2022. It is not about microplastics and is not relevant to microplastic research.
The supporting role of Artificial Intelligence and Machine/Deep Learning in monitoring the marine environment: a bibliometric analysis
This review examines the supporting role of artificial intelligence and machine learning in monitoring and managing plastic pollution, covering applications in remote sensing, image-based plastic detection, and predictive modeling of plastic fate. The authors identify deep learning for image classification and satellite-based detection as the most rapidly advancing AI applications in plastic pollution science.
Mapping the Rise in Machine Learning in Environmental Chemical Research: A Bibliometric Analysis
Researchers conducted a bibliometric analysis of over 3,100 articles to map how machine learning is being applied in environmental chemistry research, including areas like pollutant monitoring and toxicity prediction. They found an exponential surge in publications from 2015 onward, with deep learning and natural language processing emerging as key growth areas. The study identifies microplastics and PFAS among the environmental topics increasingly being studied with AI-driven approaches.
Bibliometric analysis of microplastics research: Advances and future directions (2020–2024)
This bibliometric study analyzed trends in microplastics research from 2020 to 2024, finding a rapid increase in publications with growing specialization in areas like ecotoxicology, detection methods, and pollution control. Key research hotspots include microplastic effects on human health, interactions with other pollutants, and removal technologies. The analysis reveals that while the field is maturing rapidly, significant gaps remain in understanding real-world health impacts and developing effective remediation strategies.
A Bibliometric Analysis of Research on Dropout in Open and Distance Learning
This bibliometric analysis maps research trends on student dropout in open and distance learning, finding a shift from traditional retention concepts toward data-driven approaches like learning analytics, educational data mining, and AI-based prediction. While not directly about microplastics, it illustrates how bibliometric methods can track the evolution of research fields.
Polymer engineering at the nexus of additive manufacturing, artificial intelligence, and responsible innovation
This perspective piece is not primarily a microplastics research paper; it broadly discusses the intersection of 3D printing, artificial intelligence, and sustainable polymer engineering, mentioning microplastics only peripherally in the context of material design challenges.
A Comparative Bibliometric Analysis on Plastic Waste Recycling
This bibliometric study maps ten years of global research on plastic waste recycling and circular economy using Scopus and Web of Science, identifying dominant themes, leading countries, and emerging directions. It is primarily a research-landscape analysis with minimal direct content on microplastic formation or health risks, making it only peripheral to microplastic science.
The academic interest for bioplastics - a bibliometric analysis
A bibliometric analysis of scientific literature on bioplastics reveals rapid growth in research, reflecting increasing global interest in replacing petroleum-based plastics with biodegradable alternatives. The review maps key research trends and identifies the countries driving bioplastics science.
Global trends and prospects in microplastics research: A bibliometric analysis
Researchers conducted a bibliometric analysis of global microplastics research using the Web of Science database from 1986 to 2019. The study found that publications on microplastics increased significantly since 2011, with research hotspots and trends shifting from marine contamination surveys toward understanding ecological impacts and human health implications.
The emerging issue of microplastics in marine environment: A bibliometric analysis from 2004 to 2020
This bibliometric analysis of marine microplastic research from 2004 to 2020 revealed rapid growth in publications, identified key research themes and collaborations, and highlighted emerging topics including microplastic impacts on marine organisms and human health.
Global research hotspots and trends on microplastics: a bibliometric analysis
A bibliometric analysis of microplastics publications from 1990 to 2022 found a 19-fold increase in publications and 35-fold increase in citations since 2015, with research clustering around distribution, toxicity, analytical methods, and adsorption of co-pollutants.
How Important is the Life Cycle Assessment (LCA) Study of Plastic Waste? Use of Bibliometric Analysis to Reveal Research Positions and Future Directions
This paper is not about microplastics — it presents a bibliometric analysis of life cycle assessment (LCA) research on plastic waste from 2013 to 2022, mapping publication trends, leading countries, and key research themes.
How do humans recognize and face challenges of microplastic pollution in marine environments? A bibliometric analysis
Researchers performed a bibliometric analysis of 1,898 publications on marine microplastics, mapping research growth, collaboration networks, and thematic trends over time, and predicting that future research will increasingly focus on biological effects, human health impacts, and policy-relevant risk characterization.
Bibliometric analysis of microplastics in recent years
This is the raw data file for a bibliometric analysis of global microplastics research published over recent years. The dataset includes publication trends and research patterns used to map how the scientific field of microplastics has grown and evolved.
A Critical Systematic Scoping Review on the Applications of Additive Manufacturing (AM) in the Marine Industry
Despite its classification in this database, this scoping review examines additive manufacturing (3D printing) applications in the marine industry — not microplastic research. It found that only 5% of AM publications relate to the marine sector, and classification societies have not yet adequately addressed AM standards for maritime use.
Bibliometric analysis for global marine microplastic pollution control from 2013 to 2022
This bibliometric analysis reviewed a decade of research on marine microplastic pollution control, analyzing over 2,300 publications. The study found that research has shifted from tracing microplastic sources and analyzing hazards toward examining the impact of economic activities and synthetic fibers, while identifying a gap in studies focused on policy implications and technological innovations for pollution control.
Perspectives on the Toxic Effects of Micro- and Nanoplastics on the Environment: A Bibliometric Analysis of the 2014 to 2023 Period
This bibliometric analysis mapped out a decade of research on the toxic effects of micro and nanoplastics, identifying key trends and knowledge gaps from 2014 to 2023. The field has grown rapidly, with studies increasingly focusing on how these tiny particles affect human health through oxidative stress, inflammation, and gut disruption. The review highlights that while environmental contamination is well documented, understanding of direct human health impacts is still developing.
Scientometric analysis and scientific trends on microplastics research
Researchers performed a scientometric analysis of microplastics research using 2,872 publications from the Web of Science database spanning 2004 to 2020. The bibliometric analysis mapped contributing countries, institutions, key authors, trending keywords, and future research directions in the field. The study found that microplastics research has grown rapidly, with increasing attention to environmental pollution across various ecosystems.
Bibliometrics and visualization analysis regarding research on the development of microplastics
Researchers conducted a bibliometric analysis of microplastic research published from 2009 to 2019 using visualization software. The study found that publications grew exponentially during this period, with research hotspots shifting from zooplankton ingestion and surface water surveys toward adsorption, biodegradation, and toxicity analysis, and predicts that constructed wetlands, biotechnology, and photocatalysis for microplastic removal will become emerging research areas.
A Bibliometric perspective on the evolution of research in sludge management: Opportunities and challenges
A bibliometric analysis traced the evolution of research on a specific topic related to microplastics, mapping publication trends, leading authors, and emerging themes over time. Bibliometric studies help identify where the field is growing and where knowledge gaps remain to be filled.
A Study of marine plastic pollution abatement: A bibliometric analysis on status and development trend
Researchers conducted a bibliometric analysis of marine plastic pollution research using R software, finding that global scientific attention has grown substantially, with microplastics emerging as a central focus spanning both macro- and microscale investigations.
Research Progress and Hotspots on Disposalof Landfill Leachate: A Bibliometric AnalysisUsing Knowledge Mapping Method
Not relevant to microplastics — this is a bibliometric analysis of landfill leachate treatment research from 1996–2022, tracking publication trends and identifying dominant themes such as membrane bioreactors and advanced oxidation.
Microplastics in the marine environment: Current trends and future perspectives
Using a scientometric analysis of published literature, researchers mapped global trends in marine microplastic research from 2010 onward, finding rapid growth in publications, increasing geographic diversity, and a shift toward impacts and solutions. The analysis provides a high-level view of how the field has evolved and where research attention is currently concentrated.
From nanoplastic to microplastic: A bibliometric analysis on the presence of plastic particles in the environment
Researchers performed a bibliometric analysis of 3,820 publications on nanoplastics and microplastics from Web of Science, finding substantial growth in publications since 2009 with the USA and China as top contributors, while identifying gaps in standardized methodology and definitions that complicate cross-study comparisons.