Valentina Colla

4.9k total citations · 1 hit paper
216 papers, 3.3k citations indexed

About

Valentina Colla is a scholar working on Mechanical Engineering, Control and Systems Engineering and Artificial Intelligence. According to data from OpenAlex, Valentina Colla has authored 216 papers receiving a total of 3.3k indexed citations (citations by other indexed papers that have themselves been cited), including 98 papers in Mechanical Engineering, 53 papers in Control and Systems Engineering and 38 papers in Artificial Intelligence. Recurrent topics in Valentina Colla's work include Metallurgical Processes and Thermodynamics (42 papers), Iron and Steelmaking Processes (35 papers) and Fault Detection and Control Systems (22 papers). Valentina Colla is often cited by papers focused on Metallurgical Processes and Thermodynamics (42 papers), Iron and Steelmaking Processes (35 papers) and Fault Detection and Control Systems (22 papers). Valentina Colla collaborates with scholars based in Italy, Germany and France. Valentina Colla's co-authors include Marco Vannucci, Teresa Annunziata Branca, Laurent Pambaguian, Giovanni Cesaretti, Xavier De Kestelier, Enrico Dini, Silvia Cateni, Ismael Matino, Barbara Fornai and Stefano Dettori and has published in prestigious journals such as SHILAP Revista de lepidopterología, Renewable and Sustainable Energy Reviews and Journal of Cleaner Production.

In The Last Decade

Valentina Colla

203 papers receiving 3.2k citations

Hit Papers

Building components for an outpost on the Lunar soil by m... 2013 2026 2017 2021 2013 200 400 600

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Valentina Colla Italy 28 1.2k 512 480 437 421 216 3.3k
Bilal Akash United Arab Emirates 42 1.4k 1.2× 1.3k 2.5× 177 0.4× 907 2.1× 202 0.5× 114 4.5k
Jin Wang China 36 2.0k 1.7× 441 0.9× 230 0.5× 136 0.3× 494 1.2× 156 4.2k
Adrian Ilinca Canada 32 759 0.6× 281 0.5× 116 0.2× 1.2k 2.7× 130 0.3× 173 5.9k
Annamaria Buonomano Italy 42 1.3k 1.1× 162 0.3× 150 0.3× 203 0.5× 1.5k 3.7× 125 4.5k
Fausto Pedro Garcı́a Márquez Spain 48 1.9k 1.6× 733 1.4× 312 0.7× 2.2k 5.1× 187 0.4× 282 8.2k
Vivek Patel India 41 2.3k 1.9× 674 1.3× 337 0.7× 483 1.1× 276 0.7× 156 5.5k
Qie Sun China 30 837 0.7× 264 0.5× 39 0.1× 406 0.9× 757 1.8× 112 4.4k
Erkan Topal Australia 30 1.5k 1.3× 570 1.1× 85 0.2× 1.2k 2.8× 220 0.5× 108 3.9k
Hui Chen China 27 344 0.3× 144 0.3× 130 0.3× 1.1k 2.5× 123 0.3× 175 2.9k

Countries citing papers authored by Valentina Colla

Since Specialization
Citations

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

Fields of papers citing papers by Valentina Colla

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Valentina Colla

This figure shows the co-authorship network connecting the top 25 collaborators of Valentina Colla. A scholar is included among the top collaborators of Valentina Colla 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 Valentina Colla. Valentina Colla 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.
Dettori, Stefano, et al.. (2024). Machine Learning models to forecast defects occurrence on foundry products. IFAC-PapersOnLine. 58(22). 113–118.
2.
Colla, Valentina. (2022). A big step ahead in Metal Science and Technology through the application of Artificial Intelligence. IFAC-PapersOnLine. 55(21). 1–6. 5 indexed citations
3.
Matino, Ismael, et al.. (2022). Flowsheet Model and Simulation of Produced Slag in Electric Steelmaking to Improve Resource Management and Circular Production. SHILAP Revista de lepidopterología. 1 indexed citations
4.
Panopoulos, K.D., Panos Seferlis, Stéphane Haag, et al.. (2022). Economic Evaluation of Renewable Hydrogen Integration into Steelworks for the Production of Methanol and Methane. Energies. 15(13). 4650–4650. 14 indexed citations
5.
Kieush, Lina, Johannes Schenk, Carlo Brondi, et al.. (2022). A Comprehensive Review of Secondary Carbon Bio-Carriers for Application in Metallurgical Processes: Utilization of Torrefied Biomass in Steel Production. Metals. 12(12). 2005–2005. 26 indexed citations
6.
Colla, Valentina, et al.. (2021). A Hybrid Peer-to-Peer Architecture for Agent-Based Steel Manufacturing Processes. IFAC-PapersOnLine. 54(1). 528–533. 4 indexed citations
7.
Matino, Ismael, et al.. (2017). Assessment of treatment configurations through process simulations in order to improve Basic Oxygen Furnace Slag reuse. SHILAP Revista de lepidopterología. 2 indexed citations
8.
Matino, Ismael, et al.. (2016). Improving Sustainability of Electric Steelworks through Process Simulations. SHILAP Revista de lepidopterología. 3 indexed citations
9.
Cateni, Silvia & Valentina Colla. (2016). Improving the stability of wrapper variable selection applied to binary classification. CINECA IRIS Institutional Research Information System (Sant'Anna School of Advanced Studies). 4 indexed citations
10.
Matino, Ismael, et al.. (2015). Process Integration Solutions for Water Networks in Integrated Steel Making Plants. SHILAP Revista de lepidopterología. 45. 37–42. 10 indexed citations
11.
Porzio, Giacomo Filippo, et al.. (2014). An Integrated Approach for Industrial Water Systems Optimal Design. CINECA IRIS Institutional Research Information System (Sant'Anna School of Advanced Studies). 6 indexed citations
12.
Porzio, Giacomo Filippo, Valentina Colla, Teresa Annunziata Branca, et al.. (2013). Process Integration in Energy and Carbon Intensive Industries through Exploitation of Optimization Techniques and Decision Support. SHILAP Revista de lepidopterología. 4 indexed citations
13.
Pistocchi, Chiara, et al.. (2012). Use of BOF steel slag in agriculture: column test evaluation of effects on alkaline soils and drainage water. CINECA IRIS Institutional Research Information System (Sant'Anna School of Advanced Studies). 2 indexed citations
14.
Porzio, Giacomo Filippo, Alessandro Amato, Valentina Colla, & Teresa Annunziata Branca. (2011). Holistic Modelling Development to Reduce Energy Demand and CO2 Emissions Within the Iron and Steel Industry. CINECA IRIS Institutional Research Information System (Sant'Anna School of Advanced Studies). 1 indexed citations
15.
Porzio, Giacomo Filippo, et al.. (2011). An integrated approach to the reduction of energy demand and CO2-emissions within a conventional iron and steel works. CINECA IRIS Institutional Research Information System (Sant'Anna School of Advanced Studies). 1 indexed citations
16.
Vannucci, Marco, et al.. (2010). Detection of rare events within industrial datasets by means of data resampling and specific algorithms. CINECA IRIS Institutional Research Information System (Sant'Anna School of Advanced Studies). 6 indexed citations
17.
Colla, Valentina, et al.. (2006). Ca-treatment of Al-Killed steels: inclusion modification and application of Artificial Neural Networks for the prediction of clogging. CINECA IRIS Institutional Research Information System (Sant'Anna School of Advanced Studies). 2 indexed citations
18.
Colla, Valentina, et al.. (2000). Neuro-Wavelet Characterization of Jominy Profiles of Steels. PORTO Publications Open Repository TOrino (Politecnico di Torino).
19.
Colla, Valentina, et al.. (1999). Orthogonal least square algorithm applied to the initialization of multi-layer perceptrons.. The European Symposium on Artificial Neural Networks. 363–369. 4 indexed citations
20.
Allotta, Benedetto, et al.. (1996). A repeatable control scheme for redundant manipulators observing joint mechanical limits. CINECA IRIS Institutional Research Information System (Sant'Anna School of Advanced Studies). 4 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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