Arno Solin

1.7k total citations
38 papers, 716 citations indexed

About

Arno Solin is a scholar working on Artificial Intelligence, Aerospace Engineering and Statistical and Nonlinear Physics. According to data from OpenAlex, Arno Solin has authored 38 papers receiving a total of 716 indexed citations (citations by other indexed papers that have themselves been cited), including 25 papers in Artificial Intelligence, 9 papers in Aerospace Engineering and 7 papers in Statistical and Nonlinear Physics. Recurrent topics in Arno Solin's work include Gaussian Processes and Bayesian Inference (18 papers), Target Tracking and Data Fusion in Sensor Networks (14 papers) and Indoor and Outdoor Localization Technologies (7 papers). Arno Solin is often cited by papers focused on Gaussian Processes and Bayesian Inference (18 papers), Target Tracking and Data Fusion in Sensor Networks (14 papers) and Indoor and Outdoor Localization Technologies (7 papers). Arno Solin collaborates with scholars based in Finland, Netherlands and Denmark. Arno Solin's co-authors include Simo Särkkä, Jouni Hartikainen, Juho Kannala, Manon Kok, Santiago Cortés, Aki Vehtari, Esa Rahtu, Aapo Nummenmaa, Toni Auranen and Simo Vanni and has published in prestigious journals such as SHILAP Revista de lepidopterología, NeuroImage and IEEE Signal Processing Magazine.

In The Last Decade

Arno Solin

33 papers receiving 695 citations

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Arno Solin Finland	14	313	186	153	129	102	38	716
Sheng Li China	16	193 0.6×	58 0.3×	113 0.7×	58 0.4×	215 2.1×	103	790
Ming Zhang China	20	465 1.5×	103 0.6×	104 0.7×	61 0.5×	418 4.1×	144	1.2k
Michael Muma Germany	12	204 0.7×	90 0.5×	129 0.8×	84 0.7×	86 0.8×	73	865
Theodor D. Popescu Romania	13	161 0.5×	81 0.4×	199 1.3×	379 2.9×	119 1.2×	64	1.2k
S.M. Kogon United States	12	86 0.3×	265 1.4×	222 1.5×	90 0.7×	101 1.0×	30	1.0k
Zhe Lin China	13	312 1.0×	198 1.1×	89 0.6×	76 0.6×	631 6.2×	48	1.4k
Peter Karsmakers Belgium	16	199 0.6×	98 0.5×	141 0.9×	84 0.7×	216 2.1×	59	916
Paulo Gonçalves Brazil	11	309 1.0×	51 0.3×	92 0.6×	264 2.0×	120 1.2×	19	904
Ram Narayan Yadav India	15	340 1.1×	130 0.7×	404 2.6×	115 0.9×	193 1.9×	57	1.1k
Hongqing Liu China	15	98 0.3×	186 1.0×	158 1.0×	94 0.7×	110 1.1×	121	901

Countries citing papers authored by Arno Solin

Since Specialization

Citations

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

Fields of papers citing papers by Arno Solin

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Arno Solin

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

Wang, Shuzhe, et al.. (2025). DeSplat: Decomposed Gaussian Splatting for Distractor-Free Rendering. 722–732.

Kok, Manon, Arno Solin, & Thomas B. Schön. (2024). Rao-Blackwellized particle smoothing for simultaneous localization and mapping. SHILAP Revista de lepidopterología. 5. 5 indexed citations

Trapp, Martin, et al.. (2024). Fixing Overconfidence in Dynamic Neural Networks. 2668–2678. 5 indexed citations

Solin, Arno, et al.. (2022). A Look at Improving Robustness in Visual- inertial SLAM by Moment Matching. Aaltodoc (Aalto University). 1–8.

Bürkner, Paul‐Christian, et al.. (2022). Practical Hilbert space approximate Bayesian Gaussian processes for probabilistic programming. Statistics and Computing. 33(1). 23 indexed citations

Solin, Arno, et al.. (2020). Stationary Activations for Uncertainty Calibration in Deep Learning. Neural Information Processing Systems. 33. 2338–2350. 2 indexed citations

Perim, Eric, et al.. (2020). Scalable Exact Inference in Multi-Output Gaussian Processes. Aaltodoc (Aalto University). 1. 1190–1201. 2 indexed citations

Solin, Arno & Manon Kok. (2019). Know Your Boundaries: Constraining Gaussian Processes by Variational Harmonic Features. arXiv (Cornell University). 2193–2202. 1 indexed citations

Malmi, Eric, Aristides Gionis, & Arno Solin. (2018). Computationally Inferred Genealogical Networks Uncover Long-Term Trends\n in Assortative Mating. arXiv (Cornell University). 2 indexed citations

10.

Cortés, Santiago, Arno Solin, & Juho Kannala. (2018). DEEP LEARNING BASED SPEED ESTIMATION FOR CONSTRAINING STRAPDOWN INERTIAL NAVIGATION ON SMARTPHONES. arXiv (Cornell University). 1–6. 46 indexed citations

11.

Kok, Manon & Arno Solin. (2018). Scalable Magnetic Field SLAM in 3D Using Gaussian Process Maps. Aaltodoc (Aalto University). 1353–1360. 61 indexed citations

12.

Solin, Arno, Santiago Cortés, Esa Rahtu, & Juho Kannala. (2017). PIVO: Probabilistic Inertial-Visual Odometry for Occlusion-Robust\n Navigation. arXiv (Cornell University). 27 indexed citations

13.

Solin, Arno, et al.. (2016). Sigma-Point Filtering and Smoothing Based Parameter Estimation in Nonlinear Dynamic Systems. 11(1). 15–30. 8 indexed citations

14.

Solin, Arno, Simo Särkkä, Juho Kannala, & Esa Rahtu. (2016). Terrain navigation in the magnetic landscape: Particle filtering for indoor positioning. 1–9. 30 indexed citations

15.

Solin, Arno. (2016). Stochastic Differential Equation Methods for Spatio-Temporal Gaussian Process Regression. Aaltodoc (Aalto University). 8 indexed citations

16.

Solin, Arno, et al.. (2014). Expectation maximization based parameter estimation by sigma-point and particle smoothing. International Conference on Information Fusion. 1–8. 21 indexed citations

17.

Solin, Arno & Simo Särkkä. (2014). Gaussian quadratures for state space approximation of scale mixtures of squared exponential covariance functions. 1–6. 6 indexed citations

18.

Solin, Arno & Simo Särkkä. (2013). Infinite-dimensional Bayesian filtering for detection of quasiperiodic phenomena in spatiotemporal data. Physical Review E. 88(5). 52909–52909. 13 indexed citations

19.

Särkkä, Simo, Arno Solin, Aapo Nummenmaa, et al.. (2012). Dynamic retrospective filtering of physiological noise in BOLD fMRI: DRIFTER. NeuroImage. 60(2). 1517–1527. 105 indexed citations

20.

Solin, Arno. (2010). Cubature Integration Methods in Non-Linear Kalman Filtering and Smoothing. Aaltodoc (Aalto University). 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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