Matthew Woolway

20 papers C 3Journal 16Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Molecular Design beyond Training Data with Novel Extended Objective Functionals of Generative AI Models Driven by Quantum Annealing Computer.
CoRR
Hayato Kunugi, Mohsen Rahmani, Yosuke Iyama, Yutaro Hirono, Akira Suma, Matthew Woolway, Vladimir Vargas-Calderón, William Kim, Kevin Chern, Mohammad Amin, Masaru Tateno
2025 J jnl
An investigation of IBM quantum computing device performance on combinatorial optimisation problems.
Neural Comput. Appl.
Maxine T. Khumalo, Hazel A. Chieza, Krupa Prag, Matthew Woolway
2025 J jnl
Surrogate-assisted evolutionary multi-objective optimisation applied to a pressure swing adsorption system.
Neural Comput. Appl.
Liezl Stander, Matthew Woolway, Terence L. van Zyl
2025 J jnl
Surrogate-assisted hyper-parameter search for portfolio optimisation: multi-period considerations.
Neural Comput. Appl.
Terence L. van Zyl, Matthew Woolway, Andrew Paskaramoorthy
2025 J jnl
Telematics in Insurance: Challenges and Limitations.
IEEE Access
Jing Qi, Matthew Woolway, Maria Kyropoulou, Panagiotis Kanellopoulos, David Steele
2022 J jnl
Exploring the effectiveness of surrogate-assisted evolutionary algorithms on the batch processing problem.
CoRR
Mohamed Zayyan Variawa, Terence L. van Zyl, Matthew Woolway
2022 J jnl
Pareto Driven Surrogate (ParDen-Sur) Assisted Optimisation of Multi-period Portfolio Backtest Simulations.
CoRR
Terence L. van Zyl, Matthew Woolway, Andrew Paskaramoorthy
2022 J jnl
Surrogate Assisted Evolutionary Multi-objective Optimisation applied to a Pressure Swing Adsorption system.
CoRR
Liezl Stander, Matthew Woolway, Terence L. van Zyl
2022 J jnl
Toward Data-Driven Optimal Control: A Systematic Review of the Landscape.
IEEE Access
Krupa Prag, Matthew Woolway, Turgay Çelik
2022 J jnl
Transfer Learning and Deep Metric Learning for Automated Galaxy Morphology Representation.
IEEE Access
Mohamed Zayyan Variawa, Terence L. van Zyl, Matthew Woolway
2021 J jnl
An investigation of IBM Quantum Computing device performance on Combinatorial Optimisation Problems.
CoRR
Maxine T. Khumalo, Hazel A. Chieza, Krupa Prag, Matthew Woolway
2021 J jnl
Data-Driven Model Predictive Control of DC-to-DC Buck-Boost Converter.
IEEE Access
Krupa Prag, Matthew Woolway, Turgay Çelik
2021 — conf
ParDen: Surrogate Assisted Hyper-Parameter Optimisation for Portfolio Selection.
ISCMI
Terence L. van Zyl, Matthew Woolway, Andrew Paskaramoorthy
2021 J jnl
ParDen: Surrogate Assisted Hyper-Parameter Optimisation for Portfolio Selection.
CoRR
Terence L. van Zyl, Matthew Woolway, Andrew Paskaramoorthy
2020 C conf
A rules-based and Transfer Learning approach for deriving the Hubble type of a galaxy from the Galaxy Zoo data.
FUSION
Mohamed Zayyan Variawa, Terence L. van Zyl, Matthew Woolway
2020 C conf
Data-Driven Evolutionary Optimisation for the design parameters of a Chemical Process: A Case Study.
FUSION
Liezl Stander, Matthew Woolway, Terence L. van Zyl
2020 J jnl
Numerical Convergence Analysis of the Frank-Kamenetskii Equation.
Entropy
Matthew Woolway, Byron A. Jacobs, Ebrahim Momoniat, Charis Harley, Dieter Britz
2020 C conf
Unique Animal Identification using Deep Transfer Learning For Data Fusion in Siamese Networks.
FUSION
Terence L. van Zyl, Matthew Woolway, Bryce Engelbrecht
2019 J jnl
On the application of a metaheuristic suite with parallel implementations for the scheduling of multipurpose batch plants.
Comput. Chem. Eng.
Matthew Woolway, Thokozani Majozi
2014 J jnl
Mathematical Modeling and Optimal Blank Generation in Glass Manufacturing.
J. Appl. Math.
Raymond Phillips, Matthew Woolway, Dario Fanucchi, M. Montaz Ali