Yuri Grinberg

439 total citations
42 papers, 252 citations indexed

About

Yuri Grinberg is a scholar working on Electrical and Electronic Engineering, Artificial Intelligence and Atomic and Molecular Physics, and Optics. According to data from OpenAlex, Yuri Grinberg has authored 42 papers receiving a total of 252 indexed citations (citations by other indexed papers that have themselves been cited), including 32 papers in Electrical and Electronic Engineering, 19 papers in Artificial Intelligence and 18 papers in Atomic and Molecular Physics, and Optics. Recurrent topics in Yuri Grinberg's work include Photonic and Optical Devices (30 papers), Photonic Crystals and Applications (12 papers) and Neural Networks and Reservoir Computing (12 papers). Yuri Grinberg is often cited by papers focused on Photonic and Optical Devices (30 papers), Photonic Crystals and Applications (12 papers) and Neural Networks and Reservoir Computing (12 papers). Yuri Grinberg collaborates with scholars based in Canada, France and Spain. Yuri Grinberg's co-authors include Odile Liboiron-Ladouceur, Dan‐Xia Xu, Dan‐Xia Xu, Guowu Zhang, Pavel Cheben, Jens H. Schmid, Mohsen Kamandar Dezfouli, Siegfried Janz, Daniele Melati and Ross Cheriton and has published in prestigious journals such as Scientific Reports, Optics Letters and Optics Express.

In The Last Decade

Yuri Grinberg

32 papers receiving 229 citations

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Yuri Grinberg Canada	9	203	108	76	41	27	42	252
Shanglin Yang China	10	330 1.6×	120 1.1×	44 0.6×	14 0.3×	16 0.6×	40	367
Hyeonho Yoon South Korea	10	308 1.5×	137 1.3×	42 0.6×	40 1.0×	50 1.9×	28	338
Murshed Khandaker United States	4	453 2.2×	207 1.9×	48 0.6×	43 1.0×	89 3.3×	6	516
Qijie Xie China	10	316 1.6×	192 1.8×	21 0.3×	19 0.5×	60 2.2×	50	387
Aroutin Khachaturian United States	8	272 1.3×	94 0.9×	45 0.6×	30 0.7×	73 2.7×	16	314
Maxime Jacques Canada	16	853 4.2×	336 3.1×	113 1.5×	52 1.3×	45 1.7×	43	876
Dessislava Nikolova United States	10	428 2.1×	122 1.1×	67 0.9×	8 0.2×	27 1.0×	21	444
Nobuhide Yokota Japan	11	346 1.7×	244 2.3×	31 0.4×	18 0.4×	8 0.3×	67	409
Giannis Giannoulis Greece	13	459 2.3×	157 1.5×	71 0.9×	15 0.4×	115 4.3×	76	509

Countries citing papers authored by Yuri Grinberg

Since Specialization

Citations

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

Fields of papers citing papers by Yuri Grinberg

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Yuri Grinberg

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

Helmers, Henning, R. F. Hunter, Oliver Höhn, et al.. (2025). Multi-junction laser power converters exceeding 50% efficiency in the short wavelength infrared. Cell Reports Physical Science. 6(6). 102610–102610. 2 indexed citations

Melati, Daniele, et al.. (2025). Inverse design of photonic integrated devices: Optimization and machine learning. APL Photonics. 10(10).

Fraser, William D., Martin Vachon, Winnie N. Ye, et al.. (2025). Integrated polarization beam splitters in the silicon nitride platform for 950 nm and 1300 nm wavelengths. Optics Letters. 50(7). 2310–2310. 1 indexed citations

Xu, Dan‐Xia, et al.. (2024). Advancing Silicon Photonics Through Machine Learning: From Device Design to Fabrication. NPARC. 460–463. 1 indexed citations

Vivien, Laurent, Delphine Marris‐Morini, Éric Cassan, et al.. (2024). Experimental demonstration of a SiN integrated polarization beam splitter for the 950 nm wavelength band. NPARC. 4–4. 1 indexed citations

Hunter, R. F., Alexandre W. Walker, Yuri Grinberg, et al.. (2024). Quantifying the luminescent coupling process in C-band multi-junction photonic power converters. 27–27. 2 indexed citations

Xu, Dan‐Xia, et al.. (2024). Ultra-short and highly efficient metamaterial Fresnel lens-assisted taper. Optics Express. 32(16). 28522–28522. 2 indexed citations

Xu, Dan‐Xia, Daniele Melati, Yinqiang Zheng, et al.. (2023). Using Machine Learning Pattern Recognition to Enhance Silicon Photonic Design and Fabrication. NPARC. IM3C.4–IM3C.4.

Janz, Siegfried, Dan‐Xia Xu, Yuri Grinberg, et al.. (2023). Optical wavefront phase-tilt measurement using Si-photonic waveguide grating couplers. Optics Letters. 48(23). 6236–6236. 2 indexed citations

10.

Grinberg, Yuri, et al.. (2023). Improving Fabrication Fidelity of Integrated Nanophotonic Devices Using Deep Learning. ACS Photonics. 10(6). 1953–1961. 22 indexed citations

11.

Grinberg, Yuri, Daniele Melati, Jens H. Schmid, et al.. (2023). PCA-Enhanced Autoencoders for Nonlinear Dimensionality Reduction in Low Data Regimes. NPARC. 2 indexed citations

12.

Zhang, Guowu, Dan‐Xia Xu, Yuri Grinberg, & Odile Liboiron-Ladouceur. (2022). Experimental demonstration of robust nanophotonic devices optimized by topological inverse design with energy constraint. Photonics Research. 10(7). 1787–1787. 19 indexed citations

13.

Grinberg, Yuri, Mohsen Kamandar Dezfouli, Daniele Melati, et al.. (2022). Nonlinear Dimensionality Reduction for Low Data Regimes in Photonics Design. NPARC. 1–1. 1 indexed citations

14.

Melati, Daniele, Miguel Montesinos‐Ballester, Éric Cassan, et al.. (2021). Deep-learning algorithms for imperfection-resilient Fourier-transform spectroscopy in silicon. NPARC. 1–2.

15.

Grinberg, Yuri, et al.. (2021). Compressed Least-Squares Regression on Sparse Spaces. Proceedings of the AAAI Conference on Artificial Intelligence. 26(1). 1054–1060. 2 indexed citations

16.

Goutte, Cyril, et al.. (2018). EuroGames16: Evaluating Change Detection in Online Conversation. Language Resources and Evaluation. 5 indexed citations

17.

Grinberg, Yuri & Theodore J. Perkins. (2015). State sequence analysis in hidden Markov models. Uncertainty in Artificial Intelligence. 336–344. 2 indexed citations

18.

Grinberg, Yuri, Doina Precup, & Michel Gendreau. (2014). Optimizing Energy Production Using Policy Search and Predictive State Representations. PolyPublie (École Polytechnique de Montréal). 27. 2969–2977. 1 indexed citations

19.

Grinberg, Yuri & Doina Precup. (2012). On Average Reward Policy Evaluation in Infinite-State Partially Observable Systems. International Conference on Artificial Intelligence and Statistics. 449–457.

20.

Grinberg, Yuri, et al.. (2012). Bellman Error Based Feature Generation using Random Projections on Sparse Spaces. PolyPublie (École Polytechnique de Montréal). 26. 3030–3038. 7 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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