Luigi Nele

1.9k total citations
66 papers, 1.4k citations indexed

About

Luigi Nele is a scholar working on Mechanical Engineering, Electrical and Electronic Engineering and Industrial and Manufacturing Engineering. According to data from OpenAlex, Luigi Nele has authored 66 papers receiving a total of 1.4k indexed citations (citations by other indexed papers that have themselves been cited), including 51 papers in Mechanical Engineering, 24 papers in Electrical and Electronic Engineering and 20 papers in Industrial and Manufacturing Engineering. Recurrent topics in Luigi Nele's work include Advanced machining processes and optimization (29 papers), Advanced Machining and Optimization Techniques (22 papers) and Advanced Surface Polishing Techniques (17 papers). Luigi Nele is often cited by papers focused on Advanced machining processes and optimization (29 papers), Advanced Machining and Optimization Techniques (22 papers) and Advanced Surface Polishing Techniques (17 papers). Luigi Nele collaborates with scholars based in Italy, Australia and Canada. Luigi Nele's co-authors include Alessandra Caggiano, A. Langella, Giulio Mattera, Roberto Teti, G. Caprino, Antonio De Maio, Anna De Maio, Antonino Squillace, Anupam Keshari and G. Giorleo and has published in prestigious journals such as Journal of Materials Processing Technology, Composites Part A Applied Science and Manufacturing and Mechanical Systems and Signal Processing.

In The Last Decade

Luigi Nele

63 papers receiving 1.3k citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Luigi Nele Italy 23 1.0k 464 402 296 284 66 1.4k
Jean-François Châtelain Canada 21 925 0.9× 443 1.0× 385 1.0× 239 0.8× 221 0.8× 75 1.1k
Yaoyao Shi China 19 943 0.9× 266 0.6× 536 1.3× 161 0.5× 292 1.0× 119 1.3k
Muhammad Aamir Australia 21 939 0.9× 538 1.2× 423 1.1× 120 0.4× 213 0.8× 55 1.4k
Hasan Öktem Türkiye 18 1.2k 1.1× 458 1.0× 285 0.7× 418 1.4× 226 0.8× 41 1.5k
Wojciech Kapłonek Poland 18 1.1k 1.1× 441 1.0× 434 1.1× 273 0.9× 161 0.6× 76 1.4k
Wuyi Chen China 23 1.4k 1.4× 436 0.9× 582 1.4× 251 0.8× 176 0.6× 100 1.7k
Majid Tolouei‐Rad Australia 18 897 0.9× 452 1.0× 449 1.1× 250 0.8× 158 0.6× 61 1.3k
Dingwen Yu China 23 1.3k 1.3× 574 1.2× 585 1.5× 209 0.7× 215 0.8× 96 1.6k
R. Karthikeyan India 26 2.0k 2.0× 1.0k 2.2× 652 1.6× 205 0.7× 516 1.8× 134 2.5k
Mani Maran Ratnam Malaysia 20 894 0.9× 236 0.5× 263 0.7× 168 0.6× 161 0.6× 95 1.5k

Countries citing papers authored by Luigi Nele

Since Specialization
Citations

This map shows the geographic impact of Luigi Nele's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Luigi Nele with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Luigi Nele more than expected).

Fields of papers citing papers by Luigi Nele

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Luigi Nele. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Luigi Nele. The network helps show where Luigi Nele may publish in the future.

Co-authorship network of co-authors of Luigi Nele

This figure shows the co-authorship network connecting the top 25 collaborators of Luigi Nele. A scholar is included among the top collaborators of Luigi Nele based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Luigi Nele. Luigi Nele is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Mattera, Giulio & Luigi Nele. (2025). Machine learning approaches for real-time process anomaly detection in wire arc additive manufacturing. The International Journal of Advanced Manufacturing Technology. 137(5-6). 2863–2888. 6 indexed citations
2.
Vespoli, Silvestro, et al.. (2025). Adaptive manufacturing control with Deep Reinforcement Learning for dynamic WIP management in industry 4.0. Computers & Industrial Engineering. 202. 110966–110966. 3 indexed citations
3.
Mattera, Giulio, Raffaele Mattera, & Luigi Nele. (2025). A forecast-assisted approach to remaining useful life prediction: a predictive maintenance case study in hybrid Al/CFRP stack drilling. International Journal of Production Research. 1–23.
4.
Mattera, Giulio, Zengxi Pan, Luigi Nele, & Vittoria Laghi. (2025). Reducing energy consumption of pulsed-gas metal arc additive manufacturing through machine learning algorithms. Journal of Manufacturing Processes. 156. 13–28.
5.
Mattera, Giulio, Joseph Polden, Alessandra Caggiano, et al.. (2024). Semi-supervised learning for real-time anomaly detection in pulsed transfer wire arc additive manufacturing. Journal of Manufacturing Processes. 128. 84–97. 23 indexed citations
6.
Mattera, Giulio, Joseph Polden, Alessandra Caggiano, et al.. (2024). Anomaly Detection of Wire Arc Additively Manufactured Parts via Surface Tension Transfer through Unsupervised Machine Learning Techniques. Procedia CIRP. 126. 686–691. 9 indexed citations
7.
8.
Polden, Joseph, et al.. (2024). Explaining the Anomaly Detection in Additive Manufacturing via Boosting Models and Frequency Analysis. Mathematics. 12(21). 3414–3414. 3 indexed citations
9.
Mattera, Giulio, et al.. (2024). Improving the Interpretability of Data-Driven Models for Additive Manufacturing Processes Using Clusterwise Regression. Mathematics. 12(16). 2559–2559. 3 indexed citations
10.
Nele, Luigi, et al.. (2024). Towards the application of machine learning in digital twin technology: a multi-scale review. Discover Applied Sciences. 6(10). 18 indexed citations
11.
Mattera, Giulio, Alessandra Caggiano, & Luigi Nele. (2024). Optimal data-driven control of manufacturing processes using reinforcement learning: an application to wire arc additive manufacturing. Journal of Intelligent Manufacturing. 36(2). 1291–1310. 33 indexed citations
12.
Mattera, Giulio, et al.. (2024). Utilising unsupervised machine learning and IoT for cost-effective anomaly detection in multi-layer wire arc additive manufacturing. The International Journal of Advanced Manufacturing Technology. 135(5-6). 2957–2974. 10 indexed citations
13.
Mattera, Giulio, Alessandra Caggiano, & Luigi Nele. (2024). Correction: Optimal data-driven control of manufacturing processes using reinforcement learning: an application to wire arc additive manufacturing. Journal of Intelligent Manufacturing. 36(2). 1311–1311. 1 indexed citations
14.
Caggiano, Alessandra, Giulio Mattera, & Luigi Nele. (2023). Smart Tool Wear Monitoring of CFRP/CFRP Stack Drilling Using Autoencoders and Memory-Based Neural Networks. Applied Sciences. 13(5). 3307–3307. 21 indexed citations
15.
Caggiano, Alessandra, et al.. (2021). Optimal cutting parameters and tool geometry in drilling of CFRP/CFRP stack laminates for aeronautical applications. Procedia CIRP. 99. 398–403. 7 indexed citations
16.
Nele, Luigi, et al.. (2020). Electromagnetic heating for adhesive melting in CFRTP joining: study, analysis, and testing. The International Journal of Advanced Manufacturing Technology. 106(11-12). 5317–5331. 16 indexed citations
17.
Caggiano, Alessandra & Luigi Nele. (2018). Artificial Neural Networks for Tool Wear Prediction Based on Sensor Fusion Monitoring of CFRP/CFRP Stack Drilling. International Journal of Automation Technology. 12(3). 275–281. 22 indexed citations
18.
Nele, Luigi, et al.. (2018). Numerical modeling and experimental validation of thermoplastic composites induction welding. AIP conference proceedings. 1960. 50013–50013. 5 indexed citations
19.
Nele, Luigi, et al.. (2013). Modeling of multiple characteristics of an arc weld joint. The International Journal of Advanced Manufacturing Technology. 69(5-8). 1331–1341. 16 indexed citations
20.
Ricciardi, M. R., Vincenza Antonucci, Massimo Durante, et al.. (2013). A new cost-saving vacuum infusion process for fiber-reinforced composites: Pulsed infusion. Journal of Composite Materials. 48(11). 1365–1373. 42 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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