Habib N. Najm

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Person:230600

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zbMath Open najm.habib-nMaRDI QIDQ230600

List of research outcomes

PublicationDate of PublicationType
CSPlib: a performance portable parallel software toolkit for analyzing complex kinetic mechanisms2024-03-28Paper
The spectral characterisation of reduced order models in chemical kinetic systems2023-01-26Paper
EMBEDDED MODEL ERROR REPRESENTATION FOR BAYESIAN MODEL CALIBRATION2022-11-24Paper
DIMENSIONALITY REDUCTION FOR COMPLEX MODELS VIA BAYESIAN COMPRESSIVE SENSING2022-11-04Paper
Modeling fast diffusion processes in time integration of stiff stochastic differential equations2022-10-13Paper
Using computational singular perturbation as a diagnostic tool in ODE and DAE systems: a case study in heterogeneous catalysis2022-07-22Paper
Bayesian model calibration for vacuum-ultraviolet photoionisation mass spectrometry2022-07-22Paper
Probabilistic inference of reaction rate parameters from summary statistics2022-02-16Paper
Probabilistic parameter estimation in a 2-step chemical kinetics model for n-dodecane jet autoignition2022-02-16Paper
Compressive sensing adaptation for polynomial chaos expansions2020-12-09Paper
Stochastic spectral methods for efficient Bayesian solution of inverse problems2020-08-26Paper
Effective construction of eigenvectors for a class of singular sparse matrices2019-10-01Paper
Sparse low rank approximation of potential energy surfaces with applications in estimation of anharmonic zero point energies and frequencies2019-09-04Paper
Enhancing statistical moment calculations for stochastic Galerkin solutions with Monte Carlo techniques2019-07-04Paper
Compressive Sensing with Cross-Validation and Stop-Sampling for Sparse Polynomial Chaos Expansions2018-07-19Paper
Distributionally Robust Optimization with Principal Component Analysis2018-07-03Paper
Chance-constrained economic dispatch with renewable energy and storage2018-06-13Paper
Uncertainty Quantification in Fluid Flow2018-02-19Paper
Computational Frameworks for Advanced Combustion Simulations2018-02-19Paper
Computational singular perturbation analysis of stochastic chemical systems with stiffness2017-12-14Paper
Hybrid discrete/continuum algorithms for stochastic reaction networks2016-12-20Paper
Enforcing positivity in intrusive PC-UQ methods for reactive ODE systems2016-12-05Paper
A second-order coupled immersed boundary-SAMR construction for chemically reacting flow over a heat-conducting Cartesian grid-conforming solid2016-12-05Paper
Bayesian estimation of Karhunen-Loève expansions; a random subspace approach2016-12-05Paper
Data free inference with processed data products2016-07-29Paper
Quantifying Sampling Noise and Parametric Uncertainty in Atomistic-to-Continuum Simulations Using Surrogate Models2016-01-11Paper
Fault Resilient Domain Decomposition Preconditioner for PDEs2015-10-27Paper
Dynamical Structures in Stochastic Chemical Reaction Systems2015-01-20Paper
Uncertainty Quantification in MD Simulations. Part I: Forward Propagation2013-05-02Paper
Uncertainty Quantification in MD Simulations. Part II: Bayesian Inference of Force-Field Parameters2013-05-02Paper
Computational singular perturbation with non-parametric tabulation of slow manifolds for time integration of stiff chemical kinetics2013-04-19Paper
Simplified CSP analysis of a stiff stochastic ODE system2012-12-17Paper
A Stochastic Multiscale Coupling Scheme to Account for Sampling Noise in Atomistic-to-Continuum Simulations2012-09-21Paper
Multiscale stochastic preconditioners in non-intrusive spectral projection2012-05-23Paper
Data-free inference of the joint distribution of uncertain model parameters2012-05-18Paper
Uncertainty Quantification given Discontinuous Model Response and a Limited Number of Model Runs2012-05-07Paper
Eigenvalues of the Jacobian of a Galerkin-Projected Uncertain ODE System2011-12-07Paper
Modeling low Mach number reacting flow with detailed chemistry and transport2011-01-20Paper
Spectral Representation and Reduced Order Modeling of the Dynamics of Stochastic Reaction Networks via Adaptive Data Partitioning2011-01-10Paper
A high-order low-Mach number AMR construction for chemically reacting flows2010-11-26Paper
Analysis of methane–air edge flame structure2010-10-01Paper
A component-based toolkit for simulating reacting flows with high order spatial discretisations on structured adaptively refined meshes2010-06-28Paper
Reactive and reactive-diffusive time scales in stiff reaction-diffusion systems2010-06-28Paper
Protein labeling reactions in electrochemical microchannel flow: Numerical simulation and uncertainty propagation2010-04-22Paper
Uncertainty quantification in chemical systems2009-12-07Paper
Dimensionality reduction and polynomial chaos acceleration of Bayesian inference in inverse problems2009-04-03Paper
Uncertainty Quantification and Polynomial Chaos Techniques in Computational Fluid Dynamics2009-03-04Paper
Multi‐Resolution‐Analysis Scheme for Uncertainty Quantification in Chemical Systems2008-04-03Paper
Using High‐Order Methods on Adaptively Refined Block‐Structured Meshes: Derivatives, Interpolations, and Filters2008-02-25Paper
Model Reduction and Physical Understanding of Slowly Oscillating Processes: The Circadian Cycle2008-01-03Paper
Stochastic spectral methods for efficient Bayesian solution of inverse problems2007-06-14Paper
Operator-splitting with ISAT to model reacting flow with detailed chemistry2007-03-08Paper
Operator-splitting with ISAT to model reacting flow with detailed chemistry2007-03-08Paper
Higher order corrections in the approximation of low-dimensional manifolds and the construction of simplified problems with the CSP method2005-08-04Paper
Natural Convection in a Closed Cavity under Stochastic Non-Boussinesq Conditions2005-02-25Paper
Numerical Challenges in the Use of Polynomial Chaos Representations for Stochastic Processes2005-02-25Paper
Uncertainty propagation using Wiener-Haar expansions2004-08-06Paper
Multi-resolution analysis of Wiener-type uncertainty propagation schemes2004-08-06Paper
A multigrid solver for two-dimensional stochastic diffusion equations.2004-01-23Paper
A stochastic projection method for fluid flow. II: Random process2002-12-16Paper
Chemical reaction and diffusion: A comparison of molecular dynamics simulations with continuum solutions2001-03-17Paper
A stochastic projection method for fluid flow. I: Basic formulation2001-01-01Paper
A semi-implicit numerical scheme for reacting flow. I: Stiff chemistry2000-05-25Paper
A semi-implicit numerical scheme for reacting flow. II: Stiff, operator-split formulation2000-02-15Paper
A coupled lagrangian-eulerian scheme for reacting flow modeling1999-10-21Paper
https://portal.mardi4nfdi.de/entity/Q47183131997-08-04Paper

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