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2020 – today
- 2022
[j6]Mohamed Zayyan Variawa
, Terence L. van Zyl, Matthew Woolway:
Transfer Learning and Deep Metric Learning for Automated Galaxy Morphology Representation. IEEE Access 10: 19539-19550 (2022)- [j5]Krupa Prag, Matthew Woolway, Turgay Çelik:
Toward Data-Driven Optimal Control: A Systematic Review of the Landscape. IEEE Access 10: 32190-32212 (2022) - [i5]Liezl Stander, Matthew Woolway, Terence L. van Zyl:
Surrogate Assisted Evolutionary Multi-objective Optimisation applied to a Pressure Swing Adsorption system. CoRR abs/2204.12585 (2022) - [i4]Terence L. van Zyl, Matthew Woolway, Andrew Paskaramoorthy:
Pareto Driven Surrogate (ParDen-Sur) Assisted Optimisation of Multi-period Portfolio Backtest Simulations. CoRR abs/2209.13528 (2022) - [i3]Mohamed Zayyan Variawa, Terence L. van Zyl, Matthew Woolway:
Exploring the effectiveness of surrogate-assisted evolutionary algorithms on the batch processing problem. CoRR abs/2210.17149 (2022) - 2021
- [j4]Krupa Prag, Matthew Woolway, Turgay Çelik:
Data-Driven Model Predictive Control of DC-to-DC Buck-Boost Converter. IEEE Access 9: 101902-101915 (2021) - [i2]Terence L. van Zyl, Matthew Woolway, Andrew Paskaramoorthy:
ParDen: Surrogate Assisted Hyper-Parameter Optimisation for Portfolio Selection. CoRR abs/2107.02121 (2021) - [i1]Maxine T. Khumalo, Hazel A. Chieza, Krupa Prag, Matthew Woolway:
An investigation of IBM Quantum Computing device performance on Combinatorial Optimisation Problems. CoRR abs/2107.03638 (2021) - 2020
- [j3]Matthew Woolway, Byron A. Jacobs, Ebrahim Momoniat, Charis Harley, Dieter Britz:
Numerical Convergence Analysis of the Frank-Kamenetskii Equation. Entropy 22(1): 84 (2020) - [c3]Liezl Stander, Matthew Woolway, Terence L. van Zyl:
Data-Driven Evolutionary Optimisation for the design parameters of a Chemical Process: A Case Study. FUSION 2020: 1-8 - [c2]Mohamed Zayyan Variawa, Terence L. van Zyl, Matthew Woolway:
A rules-based and Transfer Learning approach for deriving the Hubble type of a galaxy from the Galaxy Zoo data. FUSION 2020: 1-7 - [c1]Terence L. van Zyl, Matthew Woolway, Bryce Engelbrecht:
Unique Animal Identification using Deep Transfer Learning For Data Fusion in Siamese Networks. FUSION 2020: 1-6
2010 – 2019
- 2019
- [j2]Matthew Woolway, Thokozani Majozi:
On the application of a metaheuristic suite with parallel implementations for the scheduling of multipurpose batch plants. Comput. Chem. Eng. 126: 371-390 (2019) - 2014
- [j1]Raymond Phillips, Matthew Woolway, Dario Fanucchi, M. Montaz Ali:
Mathematical Modeling and Optimal Blank Generation in Glass Manufacturing. J. Appl. Math. 2014: 959453:1-959453:12 (2014)
Coauthor Index
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