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Search Results - (differential OR different) equations data processing
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Computational analysis of non-isothermal flow of non-Newtonian fluids
Published 2015“…The mathematical models are inherently intractable to analytical treatment, being nonlinear coupled systems of time dependent partial differential equations. We therefore develop computational solutions for the model problems. …”
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Development of an efficient finite volume computational platform for the simulation of complex flows of complex fluids governed by the Rolie-Poly model
Published 2019“…Polymer melts are a category of fluids known as viscoelastic fluids and it is only recently that different forms of constitutive equations derived as simplified versions of molecular reptation-based models have been developed to describe molten polymers. …”
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Modelling the effects of compression of fouling layers on the filtration performance of membrane bioreactors
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Kinetic models for the Pt/CeO₂ catalysed water-gas shift reaction
Published 2018“…An initial evaluation of several Langmuir-Hinshelwood (LH) type mechanisms to two data sets obtained from literature was undertaken to evaluate the strengths and weaknesses of different kinetic expressions. …”
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Conceptual modelling of microplastic fragmentation in the marine environment
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A Machine Learning Model for Octane Number Prediction
Published 2024“…Phenomeno-logical models have been used in the past as a way of programming an engineer's thought process in the form of differential equations put together. …”
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TID Induced small signal model variation in CMOS and SiGe BiCMOS
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Control and optimization of a multiple-effect evaporator
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High pressure fluid phase equilibria
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Dynamic simulation of the leaching and adsorption sections of a gold plant
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A physics-informed neural network modelling methodology to analyse integrated thermofluid systems
Published 2025“…Physics-informed neural networks (PINNs) were developed to overcome the limitations of acquiring large training datasets that are commonly encountered when using purely data-driven machine learning methods. This study explores a PINN modelling methodology to analyse steady-state integrated thermofluid systems based on the mass, energy, and momentum balance equations, combined with the relevant component characteristics and fluid property relationships. …”
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Emergency department design evaluation and optimization using discrete event simulation
Published 2012“…In addition, several floor plans of EDs have been studied in order to assure the logical flow of the process. Based on the data collected and the several verifications, a discrete event simulation model was developed using ARENA software. …”
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The general continuum model for structured populations, with two case studies in plant ecology
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A risk assessment for the export of fresh beef products after an outbreak of foot and mouth disease in the free zone of South Africa
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A simulation model of antimalarial drug resistance
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Hydroformylation of post-metathesis product using rhodium-based catalysts
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Calibration of capacity models to predict queues and delays at roundabouts in South Africa operating under saturated conditions
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