Panorios Benardos

2.6k total citations · 2 hit papers
34 papers, 1.9k citations indexed

About

Panorios Benardos is a scholar working on Mechanical Engineering, Industrial and Manufacturing Engineering and Electrical and Electronic Engineering. According to data from OpenAlex, Panorios Benardos has authored 34 papers receiving a total of 1.9k indexed citations (citations by other indexed papers that have themselves been cited), including 21 papers in Mechanical Engineering, 16 papers in Industrial and Manufacturing Engineering and 7 papers in Electrical and Electronic Engineering. Recurrent topics in Panorios Benardos's work include Advanced machining processes and optimization (13 papers), Manufacturing Process and Optimization (10 papers) and Advanced Machining and Optimization Techniques (6 papers). Panorios Benardos is often cited by papers focused on Advanced machining processes and optimization (13 papers), Manufacturing Process and Optimization (10 papers) and Advanced Machining and Optimization Techniques (6 papers). Panorios Benardos collaborates with scholars based in Greece, United Kingdom and France. Panorios Benardos's co-authors include George-Christopher Vosniakos, Svetan Ratchev, Germán Terrazas, Giovanna Martínez-Arellano, David T. Branson, Atanas A. Popov, Perla Maiolino, Richard A. J. Woolley, Dimitrios Pantelis and Thomas D. Smith and has published in prestigious journals such as International Journal of Heat and Mass Transfer, Sensors and International Journal of Machine Tools and Manufacture.

In The Last Decade

Panorios Benardos

28 papers receiving 1.8k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Predicting surface roughness in machining: a review

2003 795 citations Panorios Benardos, George-Christopher Vosniakos International Journal of Machine Tools and Manufacture profile →
Prediction of surface roughness in CNC face milling using neural networks and Taguchi's design of experiments

2002 358 citations Panorios Benardos, George-Christopher Vosniakos Robotics and Computer-Integrated Manufacturing profile →

Peers

Countries citing papers authored by Panorios Benardos

Since Specialization

Citations

This map shows the geographic impact of Panorios Benardos'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 Panorios Benardos with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Panorios Benardos more than expected).

Fields of papers citing papers by Panorios Benardos

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Panorios Benardos. 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 Panorios Benardos. The network helps show where Panorios Benardos may publish in the future.

Co-authorship network of co-authors of Panorios Benardos

This figure shows the co-authorship network connecting the top 25 collaborators of Panorios Benardos. A scholar is included among the top collaborators of Panorios Benardos 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 Panorios Benardos. Panorios Benardos is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	The general solution of the inverse heat source calibration problem in weld modelling 2025 ·International Journal of Heat and Mass Transfer ·(unknown), Anastasia Vasileiou, Panorios Benardos, George-Christopher Vosniakos, (unknown)	0
2	Convolutional Neural Networks for Raw Signal Classification in CNC Turning Process Monitoring 2024 ·Sensors ·(unknown), Evangelos Tzimas, Panorios Benardos, George-Christopher Vosniakos	2
3	Real-world data on treatment patterns in at least high cardiovascular risk patients on dual and triple lipid lowering therapy in a Hellenic nationwide e-prescription database 2024 ·International Journal of Cardiology Cardiovascular Risk and Prevention ·Dimitrios Terentes‐Printzios, Ioanna Dima, Panorios Benardos, Panagiota Mitrou, K. Mathioudakis, (unknown), Fotios Barkas, Konstantinos Tsioufis, Petros P. Sfikakis, Evangelos Liberopoulos, Charalambos Vlachopoulos	0
4	Design and Development of a Flexible Manufacturing Cell Controller Using an Open-Source Communication Protocol for Interoperability 2024 ·Machines ·Evangelos Tzimas, (unknown), Panorios Benardos, George-Christopher Vosniakos	1
5	Defect Recognition in High-Pressure Die-Casting Parts Using Neural Networks and Transfer Learning 2023 ·Metals ·(unknown), (unknown), (unknown), Panorios Benardos, George-Christopher Vosniakos, Dimitrios Soudris	4
6	Human worker activity recognition in a production floor environment through deep learning 2023 ·Journal of Manufacturing Systems ·(unknown), (unknown), (unknown), Panorios Benardos, George-Christopher Vosniakos, Dimitrios Soudris	16
7	Residual stress prediction of arc welded austenitic pipes with artificial neural network ensemble using experimental data 2023 ·International Journal of Pressure Vessels and Piping ·(unknown), Panorios Benardos, (unknown), (unknown), Anastasia Vasileiou	9
8	Parametric configuration and programming of flexible robotic cells producing biotechnology experiments 2023 ·International Journal on Interactive Design and Manufacturing (IJIDeM) ·(unknown), Panorios Benardos, George-Christopher Vosniakos	1
9	Outlier removal in biomaterial image segmentations using a non-stationary Bayesian learning 2021 ·Pattern Analysis and Applications ·Wahyudin P. Syam, Panorios Benardos, (unknown), Andrew Hopkinson, David T. Branson	1
10	Assessing worker performance using dynamic cost functions in human robot collaborative tasks 2019 ·Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science ·Thomas D. Smith, Panorios Benardos, David T. Branson	9
11	The influence of control vanes on pneumatic conveying of pulverised fuel at a trifurcator 2019 ·Powder Technology ·(unknown), Donald Giddings, Panorios Benardos, David T. Branson, (unknown), (unknown)	0
12	Removed material volume calculations in CNC milling by exploiting CAD functionality 2018 ·International Journal of Computer Aided Engineering and Technology ·Panorios Benardos, George-Christopher Vosniakos	3
13	Offline flexible optimisation of feed and speed in computer numerical control machining of sculptured surfaces exploiting dedicated cutting force metamodels 2013 ·Proceedings of the Institution of Mechanical Engineers Part B Journal of Engineering Manufacture ·Panorios Benardos, George-Christopher Vosniakos	7
14	The scope of artificial neural network metamodels for precision casting process planning 2009 ·Robotics and Computer-Integrated Manufacturing ·George-Christopher Vosniakos, (unknown), Dimitrios Pantelis, Panorios Benardos, Paul A. Pavlou	14
15	A holistic approach to the exploitation of simulation in solid investment casting 2007 ·Proceedings of the Institution of Mechanical Engineers Part B Journal of Engineering Manufacture ·(unknown), (unknown), George-Christopher Vosniakos, Dimitrios Pantelis, Panorios Benardos	16
16	Prediction of workpiece elastic deflections under cutting forces in turning 2006 ·Robotics and Computer-Integrated Manufacturing ·Panorios Benardos, (unknown), George-Christopher Vosniakos	69
17	Neural network simulation metamodels and genetic algorithms in analysis and design of manufacturing cells 2006 ·The International Journal of Advanced Manufacturing Technology ·George-Christopher Vosniakos, (unknown), Panorios Benardos	2
18	Simulation-based selection of optimum pressure die-casting process parameters using neural nets and genetic algorithms 2005 ·The International Journal of Advanced Manufacturing Technology ·(unknown), Panorios Benardos, George-Christopher Vosniakos, (unknown)	63
19	Predicting surface roughness in machining: a review breakdown → 2003 ·International Journal of Machine Tools and Manufacture ·Panorios Benardos, George-Christopher Vosniakos	795
20	Prediction of surface roughness in CNC face milling using neural networks and Taguchi's design of experiments breakdown → 2002 ·Robotics and Computer-Integrated Manufacturing ·Panorios Benardos, George-Christopher Vosniakos	358

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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