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H

Habib N. Najm

Sandia National Laboratories

45H-index
469Paper Count
1.0WCitation Count
Published Papers 72
Publication Date
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KinCat: Kinetic Monte Carlo Parallel Computations of Surface Kinetics in Heterogeneous Catalysis
errJournal of Chemical Theory and Computation
IF5.5
err2026-03-09
err0
PREAI
errCraig Daniels; Nathan V. Roberts; Kyungjoo Kim; Habib N. Najm
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A comparison of surrogate constitutive models for viscoplastic creep simulation of HT-9 steel
errComputational Materials Science
IF3.3
err2025-11-18
err0
PREAI
errPieterjan Robbe; Andre Ruybalid; Arun Hegde; Christophe Bonneville; Habib N. Najm; Laurent Capolungo; Cosmin Safta
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Bayesian Calibration of UO2 Creep Rates as a Tool for Accelerated Fuel Qualification
errNUCLEAR TECHNOLOGY
IF2
err2025-09-01
err1
PREAI
errGalvin, C. O. T.; Schneider, A.; Robbe, P.; Cooper, M. W. D.; Neilson, W. D.; Claisse, A.; Matthews, C.; Casey, T. A.; Sargsyan, K.; Najm, H. N.; Andersson, D. A.
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Surrogate construction via weight parameterization of residual neural networks
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2025-01-01
err0
PREAI
errDiaz-Ibarra, Oscar H.; Sargsyan, Khachik; Najm, Habib N.
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Adaptive tau-leaping methods for microscopic-lattice kinetic Monte Carlo simulations
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2024-08-23
err0
PREAI
errChe, Tianshi; Zhou, Yang; Han, Xiaoying; Najm, Habib N.
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Active learning for SNAP interatomic potentials via Bayesian predictive uncertainty
errCOMPUTATIONAL MATERIALS SCIENCE
IF3.3
err2024-06-01
err1
PREAI
errWilliams, Logan; Sargsyan, Khachik; Rohskopf, Andrew; Najm, Habib N.
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CSPlib: A performance portable parallel software toolkit for analyzing complex kinetic mechanisms
errCOMPUTER PHYSICS COMMUNICATIONS
IF3.4
err2024-04-01
err0
PREAI
errDiaz-Ibarra, Oscar H.; Kim, Kyungjoo; Safta, Cosmin; Najm, Habib N.
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Trade-offs in the latent representation of microstructure evolution
errACTA MATERIALIA
IF9.3
err2024-01-01
err3
errOAAI
errDesai, Saaketh; Shrivastava, Ankit; D'Elia, Marta; Najm, Habib N.; Dingreville, Remi
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Designing a robust sustainable reverse logistics to waste of electrical and electronic equipment: a case study
errINTERNATIONAL JOURNAL OF ENVIRONMENTAL SCIENCE AND TECHNOLOGY
IF3.4
err2023-12-16
err3
PREAI
errNajm, H.; Asadi-Gangraj, E.
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PyntaAn Automated Workflow for Calculation of Surface and Gas-Surface Kinetics
errJOURNAL OF CHEMICAL INFORMATION AND MODELING
IF5.3
err2023-08-10
err5
errOAAI
errJohnson, Matthew S.; Gierada, Maciej; Hermes, Eric D.; Bross, David H.; Sargsyan, Khachik; Najm, Habib N.; Zador, Judit
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Bayesian Nonlocal Operator Regression: A Data-Driven Learning Framework of Nonlocal Models with Uncertainty Quantification
errengineering fracture mechanics
IF3.2
err2023-08-01
err2
PREAI
errFan, Yiming; D'Elia, Marta; Yu, Yue; Najm, Habib N.; Silling, Stewart
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Bayesian calibration with summary statistics for the prediction of xenon diffusion in UO2 nuclear fuel
errCOMPUTATIONAL MATERIALS SCIENCE
IF3.3
err2023-06-01
err8
errOAAI
errRobbe, Pieterjan; Andersson, David; Bonnet, Luc; Casey, Tiernan A.; Cooper, Michael W. D.; Matthews, Christopher; Sargsyan, Khachik; Najm, Habib N.
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Global sensitivity analysis of a coupled multiphysics model to predict surface evolution in fusion plasma-surface interactions
errCOMPUTATIONAL MATERIALS SCIENCE
IF3.3
err2023-06-01
err2
errOAAI
errRobbe, Pieterjan; Blondel, Sophie; Casey, Tiernan A.; Lasa, Ane; Sargsyan, Khachik; Wirth, Brian D.; Najm, Habib N.
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errSave
Multifidelity Neural Network Formulations for Prediction of Reactive Molecular Potential Energy Surfaces
errJOURNAL OF CHEMICAL INFORMATION AND MODELING
IF5.3
err2023-04-12
err3
errOAAI
errYang, Yoona; Eldred, Michael S.; Zador, Judit; Najm, Habib N.
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TChem: A performance portable parallel software toolkit for complex kinetic mechanisms
errCOMPUTER PHYSICS COMMUNICATIONS
IF3.4
err2023-04-01
err3
errOAAI
errKim, Kyungjoo; Diaz-Ibarra, Oscar H.; Najm, Habib N.; Zador, Judit; Safta, Cosmin
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errSave
Bayesian calibration of interatomic potentials for binary alloys
errCOMPUTATIONAL MATERIALS SCIENCE
IF3.3
err2022-11-01
err4
errOAAI
errHegde, Arun; Weiss, Elan; Windl, Wolfgang; Najm, Habib; Safta, Cosmin
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errSave
Sella, an Open-Source Automation-Friendly Molecular Saddle Point Optimizer
errJOURNAL OF CHEMICAL THEORY AND COMPUTATION
IF5.5
err2022-10-18
err13
PREAI
errHermes, Eric D.; Sargsyan, Khachik; Najm, Habib N.; Zador, Judit
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Quantification of the effect of uncertainty on impurity migration in PISCES-A simulated with GITR
errNUCLEAR FUSION
IF4
err2022-03-15
err5
PREAI
errYounkin, T. R.; Sargsyan, K.; Casey, T.; Najm, H. N.; Canik, J. M.; Green, D. L.; Doerner, R. P.; Nishijima, D.; Baldwin, M.; Drobny, J.; Curreli, D.; Wirth, B. D.
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Inference and combination of missing data sets for the determination of H2O2 thermal decomposition rate uncertainty
errCOMBUSTION AND FLAME
IF6.2
err2021-10-01
err0
errOAAI
errCasey, T. A.; Khalil, M.; Najm, H. N.
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Geometry optimization speedup through a geodesic approach to internal coordinates
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2021-09-07
err10
errOAAI
errHermes, Eric D.; Sargsyan, Khachik; Najm, Habib N.; Zador, Judit
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errSave

Research Directions

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Co-authors
Cooperation Journals
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Peter Thornton
H-index: 90 · Papers: 660
W
William J. Pitz
H-index: 85 · Papers: 417
S
Stephen B. Pope
H-index: 83 · Papers: 403
A
Allan R. Brasier
H-index: 79 · Papers: 392
M
Mathew Williams
H-index: 76 · Papers: 472
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