Omar M. Knio

61 papers C 4Journal 52Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Whittle-Matérn Fields with Variable Smoothness.
CoRR
Hamza Ruzayqat, Wenyu Lei, David Bolin, George Turkiyyah, Omar M. Knio
2025 J jnl
ALARB: An Arabic Legal Argument Reasoning Benchmark.
CoRR
Harethah Abu Shairah, Somayah AlHarbi, Abdulaziz AlHussein, Sameer Alsabea, Omar Shaqaqi, Hebah AlShamlan, Omar M. Knio, George Turkiyyah
2024 J jnl
An effective hybrid decomposition approach to solve the network-constrained stochastic unit commitment problem in large-scale power systems.
EURO J. Comput. Optim.
Ricardo M. Lima, Gonzalo E. Constante-Flores, Antonio J. Conejo, Omar M. Knio
2024 — conf
ArabLegalEval: A Multitask Benchmark for Assessing Arabic Legal Knowledge in Large Language Models.
ArabicNLP
Faris Hijazi, Somayah AlHarbi, Abdulaziz AlHussein, Harethah Abu Shairah, Reem Alzahrani, Hebah AlShamlan, George Turkiyyah, Omar M. Knio
2024 J jnl
ArabLegalEval: A Multitask Benchmark for Assessing Arabic Legal Knowledge in Large Language Models.
CoRR
Faris Hijazi, Somayah AlHarbi, Abdulaziz AlHussein, Harethah Abu Shairah, Reem Alzahrani, Hebah AlShamlan, Omar M. Knio, George Turkiyyah
2024 J jnl
Data Assimilation in Chaotic Systems Using Deep Reinforcement Learning.
CoRR
Mohamad Abed El Rahman Hammoud, Naila Raboudi, Edriss S. Titi, Omar M. Knio, Ibrahim Hoteit
2024 J jnl
Integrated Learning and Optimization for Congestion Management and Profit Maximization in Real-Time Electricity Market.
CoRR
Imran Pervez, Ricardo Pinto Lima, Omar M. Knio
2024 J jnl
Local Sequential MCMC for Data Assimilation with Applications in Geoscience.
CoRR
Hamza Ruzayqat, Omar M. Knio
2024 C conf
Stacked Transformer Models for Enhanced Wind Speed Prediction in the Red Sea.
INDIN
Mohamad Mazen Hittawe, Fouzi Harrou, Ying Sun, Omar M. Knio
2024 J jnl
Time-series weather prediction in the Red sea using ensemble transformers.
Appl. Soft Comput.
Mohamad Mazen Hittawe, Fouzi Harrou, Mohammed Amine Togou, Ying Sun, Omar M. Knio
2023 J jnl
Downscaling Using CDAnet Under Observational and Model Noises: The Rayleigh-Benard Convection Paradigm.
CoRR
Mohamad Abed El Rahman Hammoud, Edriss S. Titi, Ibrahim Hoteit, Omar M. Knio
2023 J jnl
Finite Element Discretizations for Variable-Order Fractional Diffusion Problems.
J. Sci. Comput.
Wenyu Lei, George Turkiyyah, Omar M. Knio
2023 J jnl
Finite element discretizations for variable-order fractional diffusion problems.
CoRR
Wenyu Lei, George Turkiyyah, Omar M. Knio
2023 J jnl
Semantic Segmentation of Mesoscale Eddies in the Arabian Sea: A Deep Learning Approach.
Remote. Sens.
Mohamad Abed El Rahman Hammoud, Peng Zhan, Omar Hakla, Omar M. Knio, Ibrahim Hoteit
2023 J jnl
Visualization and Visual Analytics Approaches for Image and Video Datasets: A Survey.
ACM Trans. Interact. Intell. Syst.
Shehzad Afzal, Sohaib Ghani, Mohamad Mazen Hittawe, Sheikh Faisal Rashid, Omar M. Knio, Markus Hadwiger, Ibrahim Hoteit
2022 J jnl
Continuous and Discrete Data Assimilation with Noisy Observations for the Rayleigh-Benard Convection: A Computational Study.
CoRR
Mohamad Abed El Rahman Hammoud, Olivier LeMaitre, Edriss S. Titi, Ibrahim Hoteit, Omar M. Knio
2022 C conf
Efficient SST prediction in the Red Sea using hybrid deep learning-based approach.
INDIN
Mohamad Mazen Hittawe, Sabique Langodan, Ouadi Beya, Ibrahim Hoteit, Omar M. Knio
2022 J jnl
Enhanced Simulation of the Indian Summer Monsoon Rainfall Using Regional Climate Modeling and Continuous Data Assimilation.
CoRR
Srinivas Desamsetti, Hari Prasad Dasari, Sabique Langodan, Yesubabu Viswanadhapalli, Raju Attada, Thang M. Luong, Omar M. Knio, Edriss S. Titi, Ibrahim Hoteit
2022 J jnl
H2Opus: a distributed-memory multi-GPU software package for non-local operators.
Adv. Comput. Math.
Stefano Zampini, Wajih Halim Boukaram, George Turkiyyah, Omar M. Knio, David E. Keyes
2022 J jnl
Risk-Averse Stochastic Programming vs. Adaptive Robust Optimization: A Virtual Power Plant Application.
INFORMS J. Comput.
Ricardo M. Lima, Antonio J. Conejo, Loïc Giraldi, Olivier P. Le Maître, Ibrahim Hoteit, Omar M. Knio
2021 J jnl
A second-order accurate numerical scheme for a time-fractional Fokker-Planck equation.
CoRR
Kassem Mustapha, Omar M. Knio, Olivier P. Le Maître
2021 J jnl
Erratum to "Regularity theory for time-fractional advection-diffusion-reaction equations" [Comput. Math. Appl. 79 (2020) 947-961].
Comput. Math. Appl.
William McLean, Kassem Mustapha, Raed Ali, Omar M. Knio
2021 J jnl
H2Opus: A distributed-memory multi-GPU software package for non-local operators.
CoRR
Stefano Zampini, Wajih Halim Boukaram, George Turkiyyah, Omar M. Knio, David E. Keyes
2021 J jnl
Sample average approximation for risk-averse problems: A virtual power plant scheduling application.
EURO J. Comput. Optim.
Ricardo M. Lima, Antonio J. Conejo, Loïc Giraldi, Olivier P. Le Maître, Ibrahim Hoteit, Omar M. Knio
2021 J jnl
Space-Fractional Diffusion with Variable Order and Diffusivity: Discretization and Direct Solution Strategies.
CoRR
Hasnaa Alzahrani, George Turkiyyah, Omar M. Knio, David E. Keyes
2020 J jnl
A Bayesian Structural Time Series Approach for Predicting Red Sea Temperatures.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Nabila Bounceur, Ibrahim Hoteit, Omar M. Knio
2020 J jnl
Regularity theory for time-fractional advection-diffusion-reaction equations.
Comput. Math. Appl.
William McLean, Kassem Mustapha, Raed Ali, Omar M. Knio
2019 J jnl
Abnormal events detection using deep neural networks: application to extreme sea surface temperature detection in the Red Sea.
J. Electronic Imaging
Mohamad Mazen Hittawe, Shehzad Afzal, Tahira Jamil, Hichem Snoussi, Ibrahim Hoteit, Omar M. Knio
2019 J jnl
Green's function of the screened Poisson's equation on the sphere.
CoRR
Ramy Tanios, Samah El Mohtar, Omar M. Knio, Issam Lakkis
2019 J jnl
The State of the Art in Visual Analysis Approaches for Ocean and Atmospheric Datasets.
Comput. Graph. Forum
Shehzad Afzal, Mohamad Mazen Hittawe, Sohaib Ghani, Tahira Jamil, Omar M. Knio, Markus Hadwiger, Kevin I.-J. Ho
2019 J jnl
Trajectory planning for autonomous underwater vehicles in the presence of obstacles and a nonlinear flow field using mixed integer nonlinear programming.
Comput. Oper. Res.
Tong Wang, Ricardo M. Lima, Loïc Giraldi, Omar M. Knio
2018 J jnl
Exploring the interplay of resilience and energy consumption for a task-based partial differential equations preconditioner.
Parallel Comput.
Francesco Rizzi, Karla Morris, Khachik Sargsyan, Paul Mycek, Cosmin Safta, Olivier P. Le Maître, Omar M. Knio, Bert J. Debusschere
2018 J jnl
Optimal projection of observations in a Bayesian setting.
Comput. Stat. Data Anal.
Loïc Giraldi, Olivier P. Le Maître, Ibrahim Hoteit, Omar M. Knio
2018 J jnl
Parallel Domain Decomposition Strategies for Stochastic Elliptic Equations Part B: Accelerated Monte Carlo Sampling with Local PC Expansions.
SIAM J. Sci. Comput.
Andres Contreras, Paul Mycek, Olivier P. Le Maître, Francesco Rizzi, Bert J. Debusschere, Omar M. Knio
2018 J jnl
Parallel Domain Decomposition Strategies for Stochastic Elliptic Equations. Part A: Local Karhunen-Loève Representations.
SIAM J. Sci. Comput.
Andres Contreras, Paul Mycek, Olivier P. Le Maître, Francesco Rizzi, Bert J. Debusschere, Omar M. Knio
2018 J jnl
Partial differential equations preconditioner resilient to soft and hard faults.
Int. J. High Perform. Comput. Appl.
Francesco Rizzi, Karla Morris, Khachik Sargsyan, Paul Mycek, Cosmin Safta, Olivier P. Le Maître, Omar M. Knio, Bert J. Debusschere
2018 J jnl
Risk-averse formulations and methods for a virtual power plant.
Comput. Oper. Res.
Ricardo M. Lima, Antonio J. Conejo, Sabique Langodan, Ibrahim Hoteit, Omar M. Knio
2017 J jnl
A resilient domain decomposition polynomial chaos solver for uncertain elliptic PDEs.
Comput. Phys. Commun.
Paul Mycek, Andres Contreras, Olivier P. Le Maître, Khachik Sargsyan, Francesco Rizzi, Karla Morris, Cosmin Safta, Bert J. Debusschere, Omar M. Knio
2017 J jnl
Discrete A Priori Bounds for the Detection of Corrupted PDE Solutions in Exascale Computations.
SIAM J. Sci. Comput.
Paul Mycek, Francesco Rizzi, Olivier P. Le Maître, Khachik Sargsyan, Karla Morris, Cosmin Safta, Bert J. Debusschere, Omar M. Knio
2017 J jnl
Nonintrusive Polynomial Chaos Expansions for Sensitivity Analysis in Stochastic Differential Equations.
SIAM/ASA J. Uncertain. Quantification
M. Navarro Jimenez, Olivier P. Le Maître, Omar M. Knio
2017 J jnl
Particle Simulation of Fractional Diffusion Equations.
CoRR
S. Allouch, M. Lucchesi, Olivier P. Le Maître, K. A. Mustapha, Omar M. Knio
2016 — conf
Performance Scaling Variability and Energy Analysis for a Resilient ULFM-based PDE Solver.
ScalA@SC
Karla Morris, Francesco Rizzi, Brendan Cook, Paul Mycek, Olivier P. Le Maître, Omar M. Knio, Khachik Sargsyan, Kathryn Dahlgren, Bert J. Debusschere
2016 C conf
Scalability of Partial Differential Equations Preconditioner Resilient to Soft and Hard Faults.
ISC
Karla Morris, Francesco Rizzi, Khachik Sargsyan, Kathryn Dahlgren, Paul Mycek, Cosmin Safta, Olivier P. Le Maître, Omar M. Knio, Bert J. Debusschere
2016 J jnl
Sparse Pseudo Spectral Projection Methods with Directional Adaptation for Uncertainty Quantification.
J. Sci. Comput.
Justin Winokur, Daesang Kim, Fabrizio Bisetti, Olivier P. Le Maître, Omar M. Knio
2016 — conf
ULFM-MPI Implementation of a Resilient Task-Based Partial Differential Equations Preconditioner.
FTXS@HPDC
Francesco Rizzi, Karla Morris, Khachik Sargsyan, Paul Mycek, Cosmin Safta, Bert J. Debusschere, Olivier P. Le Maître, Omar M. Knio
2015 J jnl
Fault Resilient Domain Decomposition Preconditioner for PDEs.
SIAM J. Sci. Comput.
Khachik Sargsyan, Francesco Rizzi, Paul Mycek, Cosmin Safta, Karla Morris, Habib N. Najm, Olivier P. Le Maître, Omar M. Knio, Bert J. Debusschere
2015 J jnl
PC analysis of stochastic differential equations driven by Wiener noise.
Reliab. Eng. Syst. Saf.
Olivier P. Le Maître, Omar M. Knio
2015 C conf
Partial Differential Equations Preconditioner Resilient to Soft and Hard Faults.
CLUSTER
Francesco Rizzi, Karla Morris, Khachik Sargsyan, Paul Mycek, Cosmin Safta, Olivier P. Le Maître, Omar M. Knio, Bert J. Debusschere
2015 — conf
Probability Maps for the Visualization of Assimilation Ensemble Flow Data.
EnvirVis@EuroVis
Thomas Höllt, Markus Hadwiger, Omar M. Knio, Ibrahim Hoteit
2014 J jnl
Preconditioned Bayesian Regression for Stochastic Chemical Kinetics.
J. Sci. Comput.
Alen Alexanderian, Francesco Rizzi, Muruhan Rathinam, Olivier P. Le Maître, Omar M. Knio
2012 J jnl
Multiscale Stochastic Preconditioners in Non-intrusive Spectral Projection.
J. Sci. Comput.
Alen Alexanderian, Olivier P. Le Maître, Habib N. Najm, Mohamed Iskandarani, Omar M. Knio
2012 J jnl
Uncertainty Quantification in MD Simulations. Part I: Forward Propagation.
Multiscale Model. Simul.
Francesco Rizzi, Habib N. Najm, Bert J. Debusschere, Khachik Sargsyan, Maher Salloum, Helgi Adalsteinsson, Omar M. Knio
2012 J jnl
Uncertainty Quantification in MD Simulations. Part II: Bayesian Inference of Force-Field Parameters.
Multiscale Model. Simul.
Francesco Rizzi, Habib N. Najm, Bert J. Debusschere, Khachik Sargsyan, Maher Salloum, Helgi Adalsteinsson, Omar M. Knio
2011 J jnl
Bayesian Inference of Atomic Diffusivity in a Binary Ni/Al System Based on Molecular Dynamics.
Multiscale Model. Simul.
Francesco Rizzi, Maher Salloum, Youssef M. Marzouk, R.-G. Xu, Michael L. Falk, T. P. Weihs, G. Fritz, Omar M. Knio
2010 — conf
Many Task Computing for modeling the fate of oil discharged from the Deep Water Horizon well blowout.
MTAGS@SC
Ashwanth Srinivasan, Matthieu Le Hénaff, Villy H. Kourafalou, William C. Thacker, Nicholas F. Tsinoremas, Judith Helgers, Claire B. Paris, HeeSook Kang, Mohamed Iskandarani, Joel P. Zysman, Omar M. Knio
2007 J jnl
A stochastic particle-mesh scheme for uncertainty propagation in vortical flows.
J. Comput. Phys.
Olivier P. Le Maître, Omar M. Knio
2007 J jnl
Multi-Resolution-Analysis Scheme for Uncertainty Quantification in Chemical Systems.
SIAM J. Sci. Comput.
Olivier P. Le Maître, Habib N. Najm, Philippe P. Pébay, Roger G. Ghanem, Omar M. Knio
2005 J jnl
Modeling Low Mach Number Reacting Flow with Detailed Chemistry and Transport.
J. Sci. Comput.
Habib N. Najm, Omar M. Knio
2004 J jnl
Natural Convection in a Closed Cavity under Stochastic Non-Boussinesq Conditions.
SIAM J. Sci. Comput.
Olivier P. Le Maître, M. T. Reagan, Bert J. Debusschere, Habib N. Najm, Roger G. Ghanem, Omar M. Knio
2004 J jnl
Numerical Challenges in the Use of Polynomial Chaos Representations for Stochastic Processes.
SIAM J. Sci. Comput.
Bert J. Debusschere, Habib N. Najm, Philippe P. Pébay, Omar M. Knio, Roger G. Ghanem, Olivier P. Le Maître
1997 J jnl
Vortical Flow Outside a Sphere and Sound Generation.
SIAM J. Appl. Math.
Lu Ting, Omar M. Knio
redb/extractors/enum.py
← Index redb/extractors/enum.py python 
from enum import Enum


class Tag(Enum):
    BASIC_PROPERTIES = "basic_properties"
    DIEC = "detect_it_easy"
    CAPA = "capa"
    MALCONTENT = "malcontent"
    DECOMPILED = "decompiled"
    HASH = "hash"
    STRINGS = "strings"
    RELATED = "relatedness" # unused
    PE_FEATURES = "pe_features"
    PE_IMPORT = "pe_import"
    PE_OVERLAY = "pe_overlay"
    PE_SECTION = "pe_section"
    PE_RESOURCE = "pe_resource"
    PE_SIGNATURE = "pe_signature"
    PE_CERTIFICATE = "pe_certificate"
    PE_SIGNER = "pe_signer"
    PE_DOTNET = "pe_dotnet"
    PE_EMBEDDED_EXTRAS = "pe_embedded_extras"
    PE_INCONSISTENCY_TESTS = "pe_inconsistency_tests"
    DOTNET_INCONSISTENCY_TESTS = "dotnet_inconsistency_tests"
    YARA = "yara"
    # Mach-O
    MACHO_FEATURES = "macho_features"
    MACHO_IMPORT = "macho_import"
    MACHO_EXPORT = "macho_export"
    MACHO_DYLIB = "macho_dylib"
    MACHO_SEGMENT = "macho_segment"
    MACHO_SIGNATURE = "macho_signature"
    MACHO_CERTIFICATE = "macho_certificate"
    MACHO_ENTITLEMENT = "macho_entitlement"
    MACHO_UNIVERSAL = "macho_universal"
    MACHO_HASHES = "macho_hashes"
    # ELF
    ELF_FEATURES = "elf_features"
    ELF_IMPORT = "elf_import"
    ELF_EXPORT = "elf_export"
    ELF_SECTION = "elf_section"
    ELF_SEGMENT = "elf_segment"
    ELF_SYMBOL = "elf_symbol"
    ELF_RELOCATION = "elf_relocation"
    ELF_NOTE = "elf_note"
    ELF_DEPENDENCY = "elf_dependency"
    # APK
    APK_FEATURES = "apk_features"
    APK_MANIFEST = "apk_manifest"
    APK_PERMISSIONS = "apk_permissions"
    APK_SIGNATURE = "apk_signature"
    APK_DEX = "apk_dex"
    APK_RESOURCES = "apk_resources"
    APK_NATIVE_LIBS = "apk_native_libs"
    APK_INCONSISTENCY_TESTS = "apk_inconsistency_tests"
    APK_DECOMPILED = "apk_decompiled"
    # JavaScript
    JS_FEATURES = "js_features"
    JS_SUSPICIOUS_APIS = "js_suspicious_apis"
    JS_STRINGS = "js_strings"
    JS_DEOBFUSCATION = "js_deobfuscation"
    JS_CONTENT = "js_content"