Omar K. Matar

Orcid: 0000-0002-0530-8317

According to our database1, Omar K. Matar authored at least 20 papers between 2004 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Solving the Discretised Multiphase Flow Equations with Interface Capturing on Structured Grids Using Machine Learning Libraries.
CoRR, 2024

2023
Multi-fidelity data-driven design and analysis of reactor and tube simulations.
Comput. Chem. Eng., November, 2023

Generalised Latent Assimilation in Heterogeneous Reduced Spaces with Machine Learning Surrogate Models.
J. Sci. Comput., 2023

Machine Learning-Assisted Discovery of Novel Reactor Designs via CFD-Coupled Multi-fidelity Bayesian Optimisation.
CoRR, 2023

A machine learning approach to the prediction of heat-transfer coefficients in micro-channels.
CoRR, 2023

Analyzing drop coalescence in microfluidic device with a deep learning generative model.
CoRR, 2023

2022
Deep Gaussian Process-based Multi-fidelity Bayesian Optimization for Simulated Chemical Reactors.
CoRR, 2022

Rule-based Evolutionary Bayesian Learning.
CoRR, 2022

An AI-based Domain-Decomposition Non-Intrusive Reduced-Order Model for Extended Domains applied to Multiphase Flow in Pipes.
CoRR, 2022

Learning and Teaching Fluid Dynamics using Augmented and Mixed Reality.
Proceedings of the 2022 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct), 2022

2021
Data-Centric Engineering: integrating simulation, machine learning and statistics. Challenges and Opportunities.
CoRR, 2021

Prediction of multiphase flows with sharp interfaces using anisotropic mesh optimisation.
Adv. Eng. Softw., 2021

2020
Numerical simulation, clustering and prediction of multi-component polymer precipitation.
CoRR, 2020

Data-driven surrogate modelling and benchmarking for process equipment.
CoRR, 2020

Does Immersive VR Increase Learning Gain When Compared to a Non-immersive VR Learning Experience?
Proceedings of the Learning and Collaboration Technologies. Human and Technology Ecosystems, 2020

A GPU Accelerated Lennard-Jones System for Immersive Molecular Dynamics Simulations in Virtual Reality.
Proceedings of the Virtual, Augmented and Mixed Reality. Industrial and Everyday Life Applications, 2020

2018
A hybrid interface tracking - level set technique for multiphase flow with soluble surfactant.
J. Comput. Phys., 2018

2017
Reduced Models for Thick Liquid Layers with Inertia on Highly Curved Substrates.
SIAM J. Appl. Math., 2017

An Interface-Tracking Technique for Multiphase Flow with Soluble Surfactant.
CoRR, 2017

2004
Rupture of a Surfactant-Covered Thin Liquid Film on a Flexible Wall.
SIAM J. Appl. Math., 2004


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