B. Cannas

4.1k citations

125 papers · 1.9k · h-index 23

Impact in

Nuclear and High Energy Physics top 2%
- Magnetic confinement fusion research
Environmental Engineering top 5%
- Hydrological Forecasting Using AI

Papers in

Nuclear and High Energy Physics 42
- Magnetic confinement fusion research 41
Artificial Intelligence 37
- Neural Networks and Applications 19
- Anomaly Detection Techniques and Applications 17

Co-authors: Alessandra Fanni (87 shared papers)G. Sias (50 shared papers)Silvano Cincotti (10 shared papers)P. Sonato (10 shared papers)Linda See (2 shared papers)A. Murari (18 shared papers)A. Pau (14 shared papers)F. Pisano (40 shared papers)
Journals: Nuclear Fusion (16 papers)Fusion Engineering and Design (11 papers)Plasma Physics and Controlled Fusion (7 papers)IEEE Transactions on Plasma Science (4 papers)Chaos Solitons & Fractals (3 papers)
Partner nations: Italy Germany United Kingdom

In The Last Decade

B. Cannas

117 papers receiving 1.8k citations

Peers

Countries citing papers authored by B. Cannas

Since Specialization

Citations

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Fields of papers citing papers by B. Cannas

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authors

The 25 scholars most cited alongside B. Cannas, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with B. Cannas Line = papers co-authored together B. Cannas links everyone, so they are left out of the graph.

All Works

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Showing the 20 most-cited of 125 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	Data preprocessing for river flow forecasting using neural networks: Wavelet transforms and data partitioning Physics and Chemistry of the Earth Parts A/B/C ·B. Cannas, Alessandra Fanni, Linda See, G. Sias	2006	234
2	Demonstration of reduced neoclassical energy transport in Wendelstein 7-X Nature ·C. D. Beidler, H. M. Smith, A. Alonso, T. Andreeva, J. Baldzuhn, M. Beurskens, M. Borchardt, S. Bozhenkov, K. J. Brunner, H. Damm, M. Drevlak, O. Ford, G. Fuchert, J. Geiger, P. Helander, U. Hergenhahn, M. Hirsch, U. Höfel, Ye. O. Kazakov, R. Kleiber, M. Krychowiak, S. Kwak, A. Langenberg, H. P. Laqua, U. Neuner, N. Pablant, E. Pasch, A. Pavone, T. S. Pedersen, K. Rahbarnia, J. Schilling, E.R. Scott, T. Stange, J. Svensson, H. Thomsen, Y. Turkin, F. Warmer, R. C. Wolf, D. Zhang, (unknown), I. Abramovic, S. Äkäslompolo, J. A. Alcusón, P. Aleynikov, K. Aleynikova, Adnan Ali, G. Anda, E. Ascasíbar, J.-P. Bähner, S. G. Baek, M. Balden, M. Banduch, T. Barbui, W. Behr, A. Benndorf, C. Biedermann, W. Biel, B. D. Blackwell, E. Blanco, M. Blatzheim, S. Ballinger, T. Bluhm, D. Böckenhoff, B. Böswirth, L.-G. Böttger, V. Borsuk, J. Boscary, H.-S. Bosch, R. Brakel, H. van den Brand, C. Brandt, T. Bräuer, H. Braune, S. Brezinsek, R. Burhenn, R. Bussiahn, B. Buttenschön, V. Bykov, Jianqing Cai, I. Calvo, B. Cannas, A. Cappa, A. Carls, L. Carraro, B.B. Carvalho, F. Castejón, A. Charl, N. Chaudhary, D. Chauvin, Ф. В. Чернышев, M. Cianciosa, Roberto Citarella, G. Claps, J.W. Coenen, M. Cole, M. J. Cole, F. Cordella, G. Cseh, A. Czarnecka, K. Czerski, M. Czerwiński, G. Czymek, A. Dal Molin, A. da Silva, A. de la Peña, S. Degenkolbe, C. P. Dhard, M. Dibon, A. Dinklage, T. Dittmar, P. Drewelow, P. Drews, F. Durodié, E. Edlund, F. Effenberg, G. Ehrke, S. Elgeti, M. Endler, D.A. Ennis, H. Esteban, T. Estrada, J. Fellinger, Y. Feng, E. Flom, H. Fernandes, W.H. Fietz, W. Figacz, J.M. Fontdecaba, T. Fornal, H. Frerichs, Andreas K. Freund, T. Funaba, A. Gałkowski, G. Gantenbein, Yu Gao, J. García Regaña, D. Gates, B. Geiger, Venanzio Giannella, A. Gogoleva, B. Gonçalves, A. Goriaev, D. Gradic, M. Grahl, Jonathan Green, H. Greuner, A. Grosman, H. Grote, M. Gruca, O. Grulke, C. Guérard, P. Hacker, Xiang Han, J. H. Harris, D. Hartmann, D. Hathiramani, B. Hein, B. Heinemann, S. Henneberg, Malte Henkel, J. Hernández Sánchez, César A. Hidalgo, K.P. Hollfeld, A. Hölting, D. Höschen, M. Houry, J. Howard, X.L. Huang, Z. Huang, M. Hubeny, M. Hüber, Hans-Jörg Hunger, K. Ida, T. Ilkei, S. Illy, Ben Israeli, S. Jabłoński, M. Jakubowski, John Jelonnek, H. Jenzsch, T. Jesche, M. Jia, P. Junghanns, J. Kacmarczyk, J. P. Kallmeyer, U. Kamionka, Hiroshi Kasahara, W. Kasparek, N. Kenmochi, C. Killer, A. Kirschner, T. Klinger, J. Knauer, M. Knaup, A. Knieps, T. Kobarg, G. Kocsis, F. Köchl, Ya. I. Kolesnichenko, A. Könies, R. König, P. Kornejew, J. P. Koschinsky, Frank Köster, Matthias Kramer, R. Krampitz, A. Krämer-Flecken, N. Krawczyk, T. Kremeyer, J.G. Krom, I. Książek, M. Kubkowska, G. Kühner, T. Kurki-Suonio, P. A. Kurz, Matt Landreman, P. T. Lang, R. Lang, S. Langish, R. Laube, S. Lazerson, C. Lechte, M. Lennartz, W. Leonhardt, C. Li, Y. L. Li, Y. Liang, C. Linsmeier, S.C. Liu, J.-F. Lobsien, D. Loesser, J. Loizu Cisquella, J. Lore, A. Lorenz, M. Losert, Andreas Lücke, Arnold Lumsdaine, V. V. Lutsenko, H. Maaßberg, O. Marchuk, J. H. Matthew, S. Marsen, M. Marushchenko, S. Masuzaki, D. Maurer, M. Mayer, K. J. McCarthy, P. McNeely, A. Meier, D. Mellein, B. Mendelevitch, Ph. Mertens, D. R. Mikkelsen, A. Mishchenko, B. Missal, J. Mittelstaedt, T. Mizuuchi, A. Mollén, V. Moncada, T. Mönnich, T. Morisaki, D. Moseev, S. Murakami, Gábor Náfrádi, M. Nagel, D. Naujoks, G.H. Neilson, R. Neu, O. Neubauer, T. Ngo, D. Nicolai, S. K. Nielsen, H. Niemann, T. Nishizawa, R. Nocentini, C. Nührenberg, J. Nührenberg, S. Obermayer, G. Offermanns, K. Ogawa, J. Ölmanns, J. Ongena, J. W. Oosterbeek, G. Orozco, M. Otte, L. Rodrı́guez, N. Panadero, N. Panadero Alvarez, D. Papenfuß, S. Paqay, E. Pawelec, G. Pełka, V. Perseo, B. J. Peterson, D. Pilopp, S. Pingel, F. Pisano, B. Plaum, G. G. Plunk, P. Pölöskei, M. Porkolab, J. Proll, M.E. Puiatti, A. Puig Sitjes, F. Purps, M. Rack, S. Récsei, A. Reiman, F. Reimold, D. Reiter, F. Remppel, S. Renard, R. Riedl, J. Riemann, K. Riße, V. Rohde, H. Röhlinger, M. Romé, D. Rondeshagen, P. Rong, Bernhard Roth, L. Rudischhauser, K. Rummel, Thomas Rummel, A. Runov, N. Rust, L. Ryć, S. Ryosuke, R. Sakamoto, M. Salewski, A. Samartsev, E. Sánchez, F. Sano, S. Satake, J. Schacht, G. Satheeswaran, F. Schauer, T. Scherer, A. Schlaich, G. Schlisio, F. Schluck, K. Schlüter, J.C. Schmitt, Heinz Schmitz, O. Schmitz, S. Schmuck, M. Schneider, W. Schneider, Peter Scholz, R. Schrittwieser, Michael Schröder, T. Schröder, R. Schroeder, H. W. Schumacher, B. Schweer, S. Sereda, B. Shanahan, M. Sibilia, P. Sinha, S. Sipliä, C. Slaby, M. Ślęczka, W. Spieß, D. A. Spong, A. Spring, R. Stadler, M. Stejner, L. Stephey, U. Stridde, C. Suzuki, Viktor Szabó, T. Szabolics, T. Szepesi, Z. Szökefalvi‐Nagy, N. Tamura, A. Tancetti, J. Terry, J. Thomas, M. Thumm, Jean-Marcel Travère, P. Traverso, J. Tretter, H. Trimiño Mora, H. Tsuchiya, T. Tsujimura, S. Tulipán, B. Unterberg, I. Vakulchyk, S. Valet, L. Vanó, P. van Eeten, B. Ph. van Milligen, A. Jansen van Vuuren, L. Vela, J. L. Velasco, M. Vergote, M. Vervier, N. Vianello, H. Viebke, R. Vilbrandt, A. von Stechow, A. Vorköper, S. Wadle, F. Wagner, Nengchao Wang, Z. Wang, T. Wauters, L. Wegener, J. Weggen, T. Wegner, Y. Wei, G. Weir, J. Wendorf, U. Wenzel, Andreas Werner, A. E. White, B. Wiegel, F. Wilde, T. Windisch, M. Winkler, A. Winter, V. Winters, S. Wolf, Adelle Wright, G. A. Wurden, P. Xanthopoulos, Hiroyuki Yamada, I. Yamada, Ryo Yasuhara, M. Yokoyama, M. Zanini, M. C. Zarnstorff, J. Axel Zeitler, Han Zhang, Jiawu Zhu, M. Zilker, A. Zocco, S. Zoletnik, M. Zuin	2021	111
3	Hyperchaotic behaviour of two bi‐directionally coupled Chua's circuits International Journal of Circuit Theory and Applications ·B. Cannas, Silvano Cincotti	2002	105
4	Disruption forecasting at JET using neural networks Nuclear Fusion ·B. Cannas, Alessandra Fanni, E. Marongiu, P. Sonato	2003	76
5	An adaptive real-time disruption predictor for ASDEX Upgrade Nuclear Fusion ·B. Cannas, Alessandra Fanni, G. Pautasso, G. Sias, P. Sonato	2010	72
6	A prediction tool for real-time application in the disruption protection system at JET Nuclear Fusion ·B. Cannas, Alessandra Fanni, P. Sonato, Maria Katiuscia Zedda, (unknown)	2007	72
7	River flow forecast for reservoir management through neural networks Neurocomputing ·Roberto Baratti, B. Cannas, Alessandra Fanni, Manuela Pintus, Giovanni Maria Sechi, N. Toreno	2003	67
8	River flow forecasting using neural networks and wavelet analysis UNICA IRIS Institutional Research Information System (University of Cagliari) ·B. Cannas, Alessandra Fanni, G. Sias, Stefania Tronci, Maria Katiuscia Zedda	2005	51
9	A machine learning approach based on generative topographic mapping for disruption prevention and avoidance at JET Nuclear Fusion ·A. Pau, Alessandra Fanni, Sara Carcangiu, B. Cannas, G. Sias, A. Murari, F. Rimini, (unknown)	2019	50
10	Learning of Chua's circuit attractors by locally recurrent neural networks Chaos Solitons & Fractals ·B. Cannas, Silvano Cincotti, Michele Marchesi, Fabrizio Pilo	2001	44
11	Infrared imaging systems for wall protection in the W7-X stellarator (invited) Review of Scientific Instruments ·M. Jakubowski, P. Drewelow, J. Fellinger, A. Puig Sitjes, G. A. Wurden, Adnan Ali, C. Biedermann, B. Cannas, D. Chauvin, M. Gamradt, H. Greve, Yu Gao, D. Hathiramani, R. König, A. Lorenz, V. Moncada, H. Niemann, T. Ngo, F. Pisano, T. S. Pedersen, (unknown)	2018	42
12	Disruption prediction at JET through deep convolutional neural networks using spatiotemporal information from plasma profiles Nuclear Fusion ·E. Aymerich, G. Sias, F. Pisano, B. Cannas, Sara Carcangiu, C. Sozzi, C. Stuart, P. Carvalho, Alessandra Fanni, Jet Contributors	2022	34
13	A First Analysis of JET Plasma Profile-Based Indicators for Disruption Prediction and Avoidance IEEE Transactions on Plasma Science ·A. Pau, Alessandra Fanni, B. Cannas, Sara Carcangiu, Giada Pisano, G. Sias, P. Sparapani, M. Baruzzo, A. Murari, F. Rimini, M. Tsalas, P.C. de Vries	2018	33
14	Support vector machines for disruption prediction and novelty detection at JET Fusion Engineering and Design ·B. Cannas, R. Delogu, Alessandra Fanni, P. Sonato, Maria Katiuscia Zedda	2007	32
15	Methods for quantitative study of divertor heat loads on W7-X Nuclear Fusion ·Yu Gao, M. Jakubowski, P. Drewelow, F. Pisano, A. Puig Sitjes, H. Niemann, Adnan Ali, B. Cannas, (unknown)	2019	31
16	Neural network-based analog fault diagnosis using testability analysis Neural Computing and Applications ·B. Cannas, Alessandra Fanni, S. Manetti, Augusto Montisci, Maria Cristina Piccirilli	2004	31
17	Disruption prediction with adaptive neural networks for ASDEX Upgrade Fusion Engineering and Design ·B. Cannas, Alessandra Fanni, G. Pautasso, G. Sias	2011	30
18	Automatic disruption classification based on manifold learning for real-time applications on JET Nuclear Fusion ·B. Cannas, Alessandra Fanni, A. Murari, A. Pau, G. Sias, Jet Efda Contributors	2013	28
19	Error fields in the Wendelstein 7-X stellarator Plasma Physics and Controlled Fusion ·S. Lazerson, S. Bozhenkov, Ben Israeli, M. Otte, H. Niemann, V. Bykov, M. Endler, T. Andreeva, Adnan Ali, P. Drewelow, M. Jakubowski, A. Puig Sitjes, F. Pisano, B. Cannas, (unknown)	2018	27
20	Automatic disruption classification in JET with the ITER-like wall Plasma Physics and Controlled Fusion ·B. Cannas, P.C. de Vries, Alessandra Fanni, A. Murari, A. Pau, G. Sias, (unknown)	2015	27

About B. Cannas

B. Cannas is a scholar working on Nuclear and High Energy Physics, Artificial Intelligence, Electrical and Electronic Engineering, Aerospace Engineering and Computer Networks and Communications, having authored 125 papers that have together received 1.9k indexed citations. Recurring topics across this work include Magnetic confinement fusion research (41 papers), Neural Networks and Applications (19 papers), Anomaly Detection Techniques and Applications (17 papers), Chaos control and synchronization (16 papers), Time Series Analysis and Forecasting (14 papers), Nuclear reactor physics and engineering (10 papers), Geophysical Methods and Applications (10 papers) and Quantum chaos and dynamical systems (9 papers). The work is most often cited by research in Nuclear and High Energy Physics (728 citations), Environmental Engineering (322 citations), Statistical and Nonlinear Physics (193 citations), Water Science and Technology (212 citations) and Signal Processing (158 citations). B. Cannas has collaborated with scholars based in Italy, Germany and United Kingdom. Frequent co-authors include Alessandra Fanni, G. Sias, Silvano Cincotti, P. Sonato, Linda See, A. Murari, A. Pau, F. Pisano, Sara Carcangiu and G. Pautasso. Their work appears in journals such as Nuclear Fusion, Fusion Engineering and Design, Plasma Physics and Controlled Fusion, IEEE Transactions on Plasma Science and Chaos Solitons & Fractals.

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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