Habib N. Najm

10.2k total citations · 2 hit papers
180 papers, 7.4k citations indexed

About

Habib N. Najm is a scholar working on Computational Mechanics, Statistics, Probability and Uncertainty and Fluid Flow and Transfer Processes. According to data from OpenAlex, Habib N. Najm has authored 180 papers receiving a total of 7.4k indexed citations (citations by other indexed papers that have themselves been cited), including 80 papers in Computational Mechanics, 60 papers in Statistics, Probability and Uncertainty and 46 papers in Fluid Flow and Transfer Processes. Recurrent topics in Habib N. Najm's work include Probabilistic and Robust Engineering Design (59 papers), Combustion and flame dynamics (57 papers) and Advanced Combustion Engine Technologies (46 papers). Habib N. Najm is often cited by papers focused on Probabilistic and Robust Engineering Design (59 papers), Combustion and flame dynamics (57 papers) and Advanced Combustion Engine Technologies (46 papers). Habib N. Najm collaborates with scholars based in United States, Italy and France. Habib N. Najm's co-authors include Roger Ghanem, Olivier Le Maı̂tre, Omar M. Knio, Youssef Marzouk, Phillip H. Paul, Peter Wyckoff, Dimitris A. Goussis, Bert Debusschere, Omar Knio and Matthew T. Reagan and has published in prestigious journals such as Journal of Biological Chemistry, The Journal of Chemical Physics and SHILAP Revista de lepidopterología.

In The Last Decade

Habib N. Najm

172 papers receiving 7.1k citations

Hit Papers

Uncertainty Quantification and Polynomial Chaos Techniqu... 1998 2026 2007 2016 2008 1998 100 200 300 400 500

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Habib N. Najm United States 40 3.4k 3.4k 2.0k 1.3k 1.1k 180 7.4k
Gianluca Iaccarino United States 45 1.4k 0.4× 7.6k 2.3× 548 0.3× 1.9k 1.5× 2.8k 2.6× 280 10.4k
Omar Knio United States 38 1.2k 0.3× 1.6k 0.5× 358 0.2× 669 0.5× 665 0.6× 218 6.0k
Olivier Le Maı̂tre France 27 3.6k 1.1× 1.2k 0.4× 171 0.1× 1.4k 1.1× 510 0.5× 127 5.0k
Roger Ghanem United States 54 11.0k 3.3× 2.0k 0.6× 225 0.1× 3.6k 2.8× 838 0.8× 239 15.0k
Thomas A. Zang United States 27 638 0.2× 4.5k 1.3× 303 0.1× 751 0.6× 899 0.8× 67 8.9k
Max Gunzburger United States 65 1.5k 0.4× 7.9k 2.4× 190 0.1× 551 0.4× 733 0.7× 333 14.9k
Anthony T. Patera United States 49 2.1k 0.6× 6.2k 1.9× 250 0.1× 429 0.3× 881 0.8× 153 10.3k
Maziar Raissi United States 15 1.5k 0.4× 3.3k 1.0× 149 0.1× 641 0.5× 1.7k 1.6× 32 14.4k
Juan J. Alonso United States 47 1.8k 0.5× 5.8k 1.7× 157 0.1× 622 0.5× 3.7k 3.4× 302 9.2k
Dongbin Xiu United States 38 8.6k 2.6× 2.1k 0.6× 88 0.0× 2.5k 2.0× 838 0.8× 116 11.6k

Countries citing papers authored by Habib N. Najm

Since Specialization
Citations

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

Fields of papers citing papers by Habib N. Najm

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Habib N. Najm. 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 Habib N. Najm. The network helps show where Habib N. Najm may publish in the future.

Co-authorship network of co-authors of Habib N. Najm

This figure shows the co-authorship network connecting the top 25 collaborators of Habib N. Najm. A scholar is included among the top collaborators of Habib N. Najm 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 Habib N. Najm. Habib N. Najm 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.
Sargsyan, Khachik, et al.. (2024). Surrogate construction via weight parameterization of residual neural networks. Computer Methods in Applied Mechanics and Engineering. 433. 117468–117468. 3 indexed citations
2.
Devereux, Christian, et al.. (2024). Evaluation of Rate Coefficients in the Gas Phase Using Machine-Learned Potentials. The Journal of Physical Chemistry A. 128(10). 1958–1971. 4 indexed citations
3.
Kim, Kyungjoo, et al.. (2023). CSPlib: A performance portable parallel software toolkit for analyzing complex kinetic mechanisms. Computer Physics Communications. 297. 109069–109069. 1 indexed citations
4.
Blondel, Sophie, et al.. (2023). Global sensitivity analysis of a coupled multiphysics model to predict surface evolution in fusion plasma–surface interactions. Computational Materials Science. 226. 112229–112229. 2 indexed citations
5.
D’Elia, Marta, et al.. (2023). THE ROLE OF STIFFNESS IN TRAINING AND GENERALIZATION OF RESNETS. OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information). 4(2). 75–103. 1 indexed citations
6.
Desai, Saaketh, et al.. (2023). Trade-offs in the latent representation of microstructure evolution. Acta Materialia. 263. 119514–119514. 7 indexed citations
7.
Michelsen, Hope A., et al.. (2023). Comprehensive Kinetics on the C7H7 Potential Energy Surface under Combustion Conditions. The Journal of Physical Chemistry A. 127(8). 1941–1959. 16 indexed citations
8.
Safta, Cosmin, et al.. (2022). Trajectory design via unsupervised probabilistic learning on optimal manifolds. SHILAP Revista de lepidopterología. 3. 3 indexed citations
9.
Hermes, Eric, Khachik Sargsyan, Habib N. Najm, & Judit Zádor. (2021). Geometry optimization speedup through a geodesic approach to internal coordinates. The Journal of Chemical Physics. 155(9). 94105–94105. 12 indexed citations
10.
Huan, Xun, Cosmin Safta, Khachik Sargsyan, et al.. (2019). Compressive sensing adaptation for polynomial chaos expansions. Journal of Computational Physics. 380. 29–47. 47 indexed citations
11.
Ghanem, Roger, Christian Soize, Cosmin Safta, et al.. (2019). Design optimization of a scramjet under uncertainty using probabilistic learning on manifolds. Journal of Computational Physics. 399. 108930–108930. 22 indexed citations
12.
Safta, Cosmin, Daniel Ricciuto, Khachik Sargsyan, et al.. (2015). Global sensitivity analysis, probabilistic calibration, and predictive assessment for the data assimilation linked ecosystem carbon model. Geoscientific model development. 8(7). 1899–1918. 22 indexed citations
13.
Safta, Cosmin, Bert Debusschere, Habib N. Najm, & Khachik Sargsyan. (2010). Advanced methods for uncertainty quantification in tail regions of climate model predictions.. AGUFM. 2010. 1 indexed citations
14.
Najm, Habib N.. (2008). Uncertainty Quantification and Polynomial Chaos Techniques in Computational Fluid Dynamics. Annual Review of Fluid Mechanics. 41(1). 35–52. 583 indexed citations breakdown →
15.
Sargsyan, Khachik, Bert Debusschere, Habib N. Najm, & Youssef Marzouk. (2008). Predictability Assessment in Stochastic Reaction Networks.. Journal of Computational and Theoretical Nanoscience.
16.
Valorani, Mauro, Francesco Creta, F. Donato, Habib N. Najm, & Dimitris A. Goussis. (2006). A CSP-BASED SKELETAL MECHANISM GENERATION PROCEDURE: AUTO-IGNITION AND PREMIXED LAMINAR FLAMES IN N-HEPTANE/AIR MIXTURES. Research Repository (Delft University of Technology). 10 indexed citations
17.
Frenklach, Michael, Mauro Valorani, Dimitris A. Goussis, et al.. (2004). On chain branching and its role in homogeneous ignition and premixed flame propagation.. 13(4). 292–3. 7 indexed citations
18.
Debusschere, Bert, et al.. (2003). STUDY OF SAMPLE DISPERSION MECHANISMS IN AN ELECTROOSMOTICALLY PUMPED MICROCHANNEL. TechConnect Briefs. 1(2003). 154–157. 2 indexed citations
19.
Debusschere, Bert, Roger Ghanem, Omar Knio, et al.. (2002). Uncertainty Quantification in a Reacting Electrochemical Microchannel Flow Model. TechConnect Briefs. 1(2002). 384–387. 5 indexed citations
20.
Ghanem, Roger, Omar Knio, Olivier Le Maı̂tre, & Habib N. Najm. (2001). A Stochastic Projection Method for Microchannel Flow. TechConnect Briefs. 1(2001). 246–249. 3 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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