7 citations · 18 across the 4 of their papers we have counts for
4 papers
Deep Gaussian Process-based Multi-fidelity Bayesian Optimization for Simulated Chemical Reactors
Tom Savage, Nausheen Basha, Omar Matar +1
New manufacturing techniques such as 3D printing have recently enabled the creation of previously infeasible chemical reactor designs. Optimizing the geometry of the next generatio…
Data-Centric Engineering: integrating simulation, machine learning and statistics. Challenges and Opportunities
Indranil Pan, Lachlan Mason, Omar Matar
Recent advances in machine learning, coupled with low-cost computation, availability of cheap streaming sensors, data storage and cloud technologies, has led to widespread multi-di…
Taylor bubble motion in stagnant and flowing liquids in vertical pipes. Part II: Linear stability analysis
Habib Abubakar, Omar Matar
In this study, we examine the linear stability of an axisymmetric Taylor bubble moving steadily in a flowing liquid enclosed in a circular tube. Linearisation is performed about ax…
Taylor bubble motion in stagnant and flowing liquids in vertical pipes. Part I: Steady-states
Habib Abubakar, Omar Matar
Taylor bubbles are a feature of the slug flow regime in gas-liquid flows in vertical pipes. Their dynamics exhibits a number of transitions such as symmetry-breaking in the bubble…