Christopher Beattie

3.1k total citations · 1 hit paper
73 papers, 1.8k citations indexed

About

Christopher Beattie is a scholar working on Statistical and Nonlinear Physics, Numerical Analysis and Statistics, Probability and Uncertainty. According to data from OpenAlex, Christopher Beattie has authored 73 papers receiving a total of 1.8k indexed citations (citations by other indexed papers that have themselves been cited), including 39 papers in Statistical and Nonlinear Physics, 23 papers in Numerical Analysis and 23 papers in Statistics, Probability and Uncertainty. Recurrent topics in Christopher Beattie's work include Model Reduction and Neural Networks (39 papers), Probabilistic and Robust Engineering Design (23 papers) and Numerical methods for differential equations (19 papers). Christopher Beattie is often cited by papers focused on Model Reduction and Neural Networks (39 papers), Probabilistic and Robust Engineering Design (23 papers) and Numerical methods for differential equations (19 papers). Christopher Beattie collaborates with scholars based in United States, Germany and Croatia. Christopher Beattie's co-authors include Serkan Gugercin, A.C. Antoulas, Suzanne Smith, Peter Benner, Ulrike Baur, Arjan van der Schaft, Rostyslav V. Polyuga, Volker Mehrmann, Mark Embree and Hans Zwart and has published in prestigious journals such as IEEE Transactions on Automatic Control, Automatica and Mathematics of Computation.

In The Last Decade

Christopher Beattie

68 papers receiving 1.7k citations

Hit Papers

$\mathcal{H}_2$ Model Reduction for Large-Scale Linear Dy... 2008 2026 2014 2020 2008 100 200 300 400
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

  1. $\mathcal{H}_2$ Model Reduction for Large-Scale Linear Dynamical Systems
    2008 447 citations Serkan Gugercin, Christopher Beattie et al. profile →

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Christopher Beattie United States 21 1.2k 635 616 549 286 73 1.8k
A.C. Antoulas United States 22 1.7k 1.3× 679 1.1× 901 1.5× 609 1.1× 360 1.3× 61 2.4k
Stefan Volkwein Germany 23 1.8k 1.4× 619 1.0× 434 0.7× 801 1.5× 1.2k 4.1× 88 2.4k
Saifon Chaturantabut Thailand 6 1.4k 1.1× 325 0.5× 203 0.3× 569 1.0× 719 2.5× 15 1.7k
David Amsallem United States 20 2.1k 1.7× 355 0.6× 343 0.6× 1.1k 2.0× 1.2k 4.2× 35 2.7k
Serkan Gugercin United States 24 3.1k 2.5× 1.1k 1.7× 1.2k 1.9× 1.3k 2.4× 884 3.1× 96 3.9k
Biswa Nath Datta United States 26 339 0.3× 695 1.1× 904 1.5× 341 0.6× 177 0.6× 117 2.5k
D.B.P. Huynh United States 16 1.3k 1.0× 308 0.5× 150 0.2× 643 1.2× 854 3.0× 22 1.8k
Jeff Borggaard United States 24 983 0.8× 190 0.3× 252 0.4× 656 1.2× 1.3k 4.7× 127 2.0k
Gilead Tadmor United States 28 1.3k 1.0× 210 0.3× 1.3k 2.1× 287 0.5× 1.7k 6.0× 149 3.4k
Eric A. Butcher United States 29 318 0.3× 450 0.7× 1.4k 2.3× 95 0.2× 137 0.5× 222 3.3k

Countries citing papers authored by Christopher Beattie

Since Specialization
Citations

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

Fields of papers citing papers by Christopher Beattie

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Christopher Beattie

This figure shows the co-authorship network connecting the top 25 collaborators of Christopher Beattie. A scholar is included among the top collaborators of Christopher Beattie 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 Christopher Beattie. Christopher Beattie 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.
Yaremchuk, Max, et al.. (2024). Block-Circulant Approximation of the Precision Matrix for Assimilating SWOT Altimetry Data. Remote Sensing. 16(11). 1954–1954. 1 indexed citations
2.
Beattie, Christopher, et al.. (2024). IRKA Is a Riemannian Gradient Descent Method. IEEE Transactions on Automatic Control. 70(5). 2979–2991.
3.
Qian, Elizabeth, et al.. (2022). Model Reduction of Linear Dynamical Systems via Balancing for Bayesian Inference. Journal of Scientific Computing. 91(1). 5 indexed citations
4.
Beattie, Christopher, et al.. (2020). Sampling-free model reduction of systems with low-rank parameterization. Advances in Computational Mathematics. 46(6). 5 indexed citations
5.
Schulze, Philipp, Benjamin Unger, Christopher Beattie, & Serkan Gugercin. (2017). Data-driven structured realization. Linear Algebra and its Applications. 537. 250–286. 37 indexed citations
6.
Beattie, Christopher, et al.. (2016). Interpolatory methods for H ∞ model reduction of multi-input/multi-output systems.. arXiv (Cornell University). 1 indexed citations
7.
Beattie, Christopher, Serkan Gugercin, & Volker Mehrmann. (2016). Model Reduction for Large-scale Dynamical Systems with Inhomogeneous Initial Conditions.. arXiv (Cornell University). 1 indexed citations
8.
Beattie, Christopher, et al.. (2013). Interpolatory H∞ model reduction. 1 indexed citations
9.
Beattie, Christopher, et al.. (2011). Inexact solves in interpolatory model reduction. Linear Algebra and its Applications. 436(8). 2916–2943. 14 indexed citations
10.
Beattie, Christopher, Jeff Borggaard, Serkan Gugercin, & Traian Iliescu. (2006). A Domain Decomposition Approach to POD. 6750–6756. 14 indexed citations
11.
Beattie, Christopher & Ilse C. F. Ipsen. (2002). Inclusion regions for matrix eigenvalues. Linear Algebra and its Applications. 358(1-3). 281–291. 7 indexed citations
12.
Watson, Layne T., et al.. (1993). Contragredient transformations applied to the optimal projection equations. Linear Algebra and its Applications. 188-189. 665–676. 23 indexed citations
13.
Beattie, Christopher, et al.. (1992). Improved convergence rates for intermediate problems. Mathematics of Computation. 59(199). 77–95. 1 indexed citations
14.
Beattie, Christopher & Suzanne Smith. (1992). Optimal matrix approximants in structural identification. Journal of Optimization Theory and Applications. 74(1). 23–56. 31 indexed citations
15.
Smith, Suzanne & Christopher Beattie. (1991). Model correlation and damage location for large space truss structures: Secant method development and evaluation. Huan jing ke xue= Huanjing kexue. 28(11). 2473–7. 6 indexed citations
16.
Beattie, Christopher & Calvin J. Ribbens. (1991). Parallel Solution of a Generalized Symmetric Matrix Eigenvalue Problem. 16–21. 2 indexed citations
17.
Smith, Suzanne & Christopher Beattie. (1991). Secant-method adjustment for structural models. AIAA Journal. 29(1). 119–126. 77 indexed citations
18.
Beattie, Christopher & David W. Fox. (1988). Schur complements and the Weinstein-Aronszajn theory for modified matrix eigenvalue problems. Linear Algebra and its Applications. 108. 37–61. 10 indexed citations
19.
Beattie, Christopher. (1987). Lower Bounds for the Resonant Frequencies of Nonuniform Frame Structures. ZAMM ‐ Journal of Applied Mathematics and Mechanics / Zeitschrift für Angewandte Mathematik und Mechanik. 67(11). 545–556. 2 indexed citations
20.
Beattie, Christopher. (1987). An Extension of Aronszajn’S Rule: Slicing the Spectrum for Intermediate Problems. SIAM Journal on Numerical Analysis. 24(4). 828–843. 8 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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