David Amsallem

3.9k total citations · 3 hit papers
35 papers, 2.7k citations indexed

About

David Amsallem is a scholar working on Statistical and Nonlinear Physics, Statistics, Probability and Uncertainty and Computational Mechanics. According to data from OpenAlex, David Amsallem has authored 35 papers receiving a total of 2.7k indexed citations (citations by other indexed papers that have themselves been cited), including 33 papers in Statistical and Nonlinear Physics, 19 papers in Statistics, Probability and Uncertainty and 18 papers in Computational Mechanics. Recurrent topics in David Amsallem's work include Model Reduction and Neural Networks (33 papers), Probabilistic and Robust Engineering Design (19 papers) and Computational Fluid Dynamics and Aerodynamics (10 papers). David Amsallem is often cited by papers focused on Model Reduction and Neural Networks (33 papers), Probabilistic and Robust Engineering Design (19 papers) and Computational Fluid Dynamics and Aerodynamics (10 papers). David Amsallem collaborates with scholars based in United States, Sweden and Switzerland. David Amsallem's co-authors include Charbel Farhat, Julien Cortial, Matthew J. Zahr, Kevin Carlberg, Andrea Manzoni, Federico Negri, Youngsoo Choi, Bernard Haasdonk, Ulrich Hetmaniuk and Rémi Abgrall and has published in prestigious journals such as Journal of Computational Physics, AIAA Journal and International Journal for Numerical Methods in Engineering.

In The Last Decade

David Amsallem

35 papers receiving 2.6k citations

Hit Papers

align trajectories

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.

Interpolation Method for Adapting Reduced-Order Models and Application to Aeroelasticity

2008 492 citations David Amsallem, Charbel Farhat AIAA Journal profile →
The GNAT method for nonlinear model reduction: Effective implementation and application to computational fluid dynamics and turbulent flows

2013 411 citations Kevin Carlberg, Charbel Farhat et al. Journal of Computational Physics profile →
Nonlinear model order reduction based on local reduced‐order bases

2012 312 citations David Amsallem, Matthew J. Zahr et al. International Journal for Numerical Methods in Engineering profile →

Peers

David Amsallem

SNP

SPU

CSE

Kevin Carlberg United States

Saifon Chaturantabut Thailand

D.B.P. Huynh United States

Serkan Gugercin United States

Stefan Volkwein Germany

Tan Bui–Thanh United States

Jeff Borggaard United States

Christopher Beattie United States

Julien Cortial France

Jeffrey Thomas United States

Kevin Carlberg United States

David Amsallem

1.5k ×0.7

SNP

850 ×0.7

656 ×0.6

SPU

146 ×0.4

CSE

240 ×0.7

Citations per year, relative to David Amsallem David Amsallem (= 1×) peers Kevin Carlberg

Countries citing papers authored by David Amsallem

Since Specialization

Citations

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

Fields of papers citing papers by David Amsallem

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of David Amsallem

This figure shows the co-authorship network connecting the top 25 collaborators of David Amsallem. A scholar is included among the top collaborators of David Amsallem 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 David Amsallem. David Amsallem is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

Goury, Olivier, David Amsallem, Stéphane Bordas, Wing Kam Liu, & Pierre Kerfriden. (2016). Automatised selection of load paths to construct reduced-order models in computational damage micromechanics: from dissipation-driven random selection to Bayesian optimization. Computational Mechanics. 58(2). 213–234. 49 indexed citations

Amsallem, David & Jan Nordström. (2016). Energy Stable Model Reduction of Neurons by Nonnegative Discrete Empirical Interpolation. SIAM Journal on Scientific Computing. 38(2). B297–B326. 9 indexed citations

Amsallem, David, Charbel Farhat, & Bernard Haasdonk. (2015). Special Issue on Model Reduction. International Journal for Numerical Methods in Engineering. 102(5). 931–932. 7 indexed citations

Amsallem, David, et al.. (2015). Fast local reduced basis updates for the efficient reduction of nonlinear systems with hyper-reduction. Advances in Computational Mathematics. 41(5). 1187–1230. 61 indexed citations

Balajewicz, Maciej, David Amsallem, & Charbel Farhat. (2015). Projection‐based model reduction for contact problems. International Journal for Numerical Methods in Engineering. 106(8). 644–663. 38 indexed citations

Negri, Federico, Andrea Manzoni, & David Amsallem. (2015). Efficient model reduction of parametrized systems by matrix discrete empirical interpolation. Journal of Computational Physics. 303. 431–454. 92 indexed citations

Amsallem, David, Matthew J. Zahr, Youngsoo Choi, & Charbel Farhat. (2014). Design optimization using hyper-reduced-order models. Structural and Multidisciplinary Optimization. 51(4). 919–940. 112 indexed citations

Amsallem, David, et al.. (2014). An adaptive and efficient greedy procedure for the optimal training of parametric reduced‐order models. International Journal for Numerical Methods in Engineering. 102(5). 1262–1292. 104 indexed citations

Amsallem, David, et al.. (2013). Model Predictive Control under Coupled Fluid-Structure Constraints Using a Database of Reduced-Order Models on a Tablet. 18 indexed citations

10.

Farhat, Charbel, et al.. (2013). Modeling of Fuel Sloshing and its Physical Effects on Flutter. AIAA Journal. 51(9). 2252–2265. 42 indexed citations

11.

Zahr, Matthew J., David Amsallem, & Charbel Farhat. (2013). Construction of Parametrically-Robust CFD-Based Reduced-Order Models for PDE-Constrained Optimization. 8 indexed citations

12.

Amsallem, David & Charbel Farhat. (2012). Stabilization of projection‐based reduced‐order models. International Journal for Numerical Methods in Engineering. 91(4). 358–377. 144 indexed citations

13.

Amsallem, David & Jaijeet Roychowdhury. (2011). ModSpec: an open, flexible specification framework for multi-domain device modelling. International Conference on Computer Aided Design. 367–374. 9 indexed citations

14.

Amsallem, David & Charbel Farhat. (2011). Projection-Based Model Reduction with Stability Guarantee. 1 indexed citations

15.

Carlberg, Kevin, et al.. (2011). The GNAT nonlinear model reduction method and its application to fluid dynamics problems. 20 indexed citations

16.

Amsallem, David, Julien Cortial, Charbel Farhat, & Kevin Carlberg. (2009). An On-Line Method for Interpolating Linear Reduced-Order Structural Dynamics Models. 50th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference. 1 indexed citations

17.

Amsallem, David, Julien Cortial, Kevin Carlberg, & Charbel Farhat. (2009). A method for interpolating on manifolds structural dynamics reduced‐order models. International Journal for Numerical Methods in Engineering. 80(9). 1241–1258. 176 indexed citations

18.

Farhat, Charbel & David Amsallem. (2008). Recent Advances in Reduced-Order Modeling and Application to Nonlinear Computational Aeroelasticity. 46th AIAA Aerospace Sciences Meeting and Exhibit. 14 indexed citations

19.

Amsallem, David & Charbel Farhat. (2008). Interpolation Method for Adapting Reduced-Order Models and Application to Aeroelasticity. AIAA Journal. 46(7). 1803–1813. 492 indexed citations breakdown →

20.

Amsallem, David, Charbel Farhat, & Thuan Lieu. (2007). Aeroelastic Analysis of F-16 and F-18/A Configurations Using Adapted CFD-Based Reduced-Order Models. 48th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference. 13 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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