Igor Grabec

3.1k total citations
124 papers, 2.3k citations indexed

About

Igor Grabec is a scholar working on Mechanical Engineering, Mechanics of Materials and Artificial Intelligence. According to data from OpenAlex, Igor Grabec has authored 124 papers receiving a total of 2.3k indexed citations (citations by other indexed papers that have themselves been cited), including 38 papers in Mechanical Engineering, 29 papers in Mechanics of Materials and 28 papers in Artificial Intelligence. Recurrent topics in Igor Grabec's work include Neural Networks and Applications (28 papers), Advanced machining processes and optimization (20 papers) and Ultrasonics and Acoustic Wave Propagation (14 papers). Igor Grabec is often cited by papers focused on Neural Networks and Applications (28 papers), Advanced machining processes and optimization (20 papers) and Ultrasonics and Acoustic Wave Propagation (14 papers). Igor Grabec collaborates with scholars based in Slovenia, Germany and United States. Igor Grabec's co-authors include Edvard Govekar, Janez Gradišek, Wolfgang Sachse, Primož Potočnik, Fritz Klocke, R. Friedrich, Gábor Stépàn, Martin Kalveram, Tamás Insperger and Klaus Weinert and has published in prestigious journals such as Journal of Applied Physics, Energy Policy and The Journal of the Acoustical Society of America.

In The Last Decade

Igor Grabec

117 papers receiving 2.1k citations

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Igor Grabec Slovenia	27	1.3k	789	505	374	309	124	2.3k
Norikazu Suzuki Japan	26	1.5k 1.2×	1.3k 1.6×	660 1.3×	195 0.5×	134 0.4×	125	2.6k
Hu Wang China	31	1.1k 0.8×	296 0.4×	268 0.5×	776 2.1×	756 2.4×	229	3.1k
Xin Zhang China	28	1.0k 0.8×	288 0.4×	384 0.8×	598 1.6×	521 1.7×	204	2.5k
Лалита Удпа United States	35	2.2k 1.7×	552 0.7×	732 1.4×	1.8k 4.8×	469 1.5×	273	3.7k
Satish Udpa United States	36	2.2k 1.7×	425 0.5×	520 1.0×	1.7k 4.5×	381 1.2×	223	3.4k
Boris Krämer United States	21	687 0.5×	260 0.3×	241 0.5×	261 0.7×	144 0.5×	77	1.6k
Francesco Romeo Italy	20	350 0.3×	270 0.3×	365 0.7×	175 0.5×	828 2.7×	60	1.8k
J. A. Snyman South Africa	27	455 0.3×	263 0.3×	103 0.2×	232 0.6×	450 1.5×	82	2.0k
David A. Lowther Canada	31	1.0k 0.8×	168 0.2×	2.0k 4.0×	472 1.3×	500 1.6×	243	3.4k
Stefano Mariani Italy	34	540 0.4×	384 0.5×	670 1.3×	970 2.6×	1.5k 4.9×	192	3.1k

Countries citing papers authored by Igor Grabec

Since Specialization

Citations

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

Fields of papers citing papers by Igor Grabec

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Igor Grabec

This figure shows the co-authorship network connecting the top 25 collaborators of Igor Grabec. A scholar is included among the top collaborators of Igor Grabec 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 Igor Grabec. Igor Grabec 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

Grabec, Igor, et al.. (2021). Demonstration of Interference Patterns by the Random Walk of Particles. Strojniški vestnik – Journal of Mechanical Engineering. 67(1-2). 67–69. 1 indexed citations

Grabec, Igor, et al.. (2020). Formation of Chladni Patterns by Vibration Driven Random Walk of Particles. Digital Library of the Belarusian State University (Belarusian State University). 2 indexed citations

Grabec, Igor. (2012). Autonomous learning derived from experimental modeling of physical laws. Neural Networks. 41. 51–58. 1 indexed citations

Potočnik, Primož, Edvard Govekar, & Igor Grabec. (2007). Short-term natural gas consumption forecasting. 353–357. 11 indexed citations

Grabec, Igor, et al.. (2007). Influence of absorption mechanisms on laser-induced plasma plume. Applied Surface Science. 254(11). 3295–3305. 61 indexed citations

Gradišek, Janez, et al.. (2003). Automatic chatter detection in grinding. International Journal of Machine Tools and Manufacture. 43(14). 1397–1403. 72 indexed citations

Grabec, Igor, et al.. (2003). Detection and Prediction of Tooth Mobility During the Periodontitis Healing Process. Computer Methods in Biomechanics & Biomedical Engineering. 6(5-6). 319–328. 1 indexed citations

Govekar, Edvard, et al.. (2002). A New Method for Chatter Detection in Grinding. CIRP Annals. 51(1). 267–270. 52 indexed citations

Gradišek, Janez, Edvard Govekar, & Igor Grabec. (2002). QUALITATIVE AND QUANTITATIVE ANALYSIS OF STOCHASTIC PROCESSES BASED ON MEASURED DATA, II: APPLICATIONS TO EXPERIMENTAL DATA. Journal of Sound and Vibration. 252(3). 563–572. 11 indexed citations

10.

Potočnik, Primož & Igor Grabec. (2000). Adaptive self-tuning neurocontrol. Mathematics and Computers in Simulation. 51(3-4). 201–207. 9 indexed citations

11.

Potočnik, Primož & Igor Grabec. (1999). Empirical modeling of antibiotic fermentation process using neural networks and genetic algorithms. Mathematics and Computers in Simulation. 49(4-5). 363–379. 21 indexed citations

12.

Gradišek, Janez, Edvard Govekar, & Igor Grabec. (1998). USING COARSE-GRAINED ENTROPY RATE TO DETECT CHATTER IN CUTTING. Journal of Sound and Vibration. 214(5). 941–952. 46 indexed citations

13.

Sachse, Wolfgang, et al.. (1998). Use of an automatic modeler and a small receiver array for acoustic emission (AE) source location. Ultrasonics. 36(1-5). 539–547. 7 indexed citations

14.

Grabec, Igor, et al.. (1997). Description of ground surfaces based upon AE analysis by a neural network. Ultrasonics. 35(7). 547–549. 4 indexed citations

15.

Grabec, Igor, et al.. (1995). Function approximation by localized basis function neural network.. The European Symposium on Artificial Neural Networks. 1 indexed citations

16.

Grabec, Igor, et al.. (1995). Foreword. Open Systems & Information Dynamics. 3(1). 1–2. 6 indexed citations

17.

Grabec, Igor. (1993). Optimization of kernel-type density estimator by the principle maximal self-consistency.. 1. 83–92. 1 indexed citations

18.

Grabec, Igor, et al.. (1977). Dynamics of striations. 283. 1 indexed citations

19.

Grabec, Igor. (1975). Analogy between triboluminescence of rubber and acoustic emission in metals. Non-Destructive Testing. 8(5). 258–260. 14 indexed citations

20.

Grabec, Igor, et al.. (1974). Ionization turbulence. Plasma Physics. 16(12). 1155–1165. 20 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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