Machine Learning for Process Monitoring and Control of Hot-Melt Extrusion: Current State of the Art and Future Directions N Munir, M Nugent, D Whitaker, M McAfee Pharmaceutics 13 (9), 1432, 2021 | 27 | 2021 |
Interpretable Machine Learning Methods for Monitoring Polymer Degradation in Extrusion of Polylactic Acid N Munir, R McMorrow, K Mulrennan, D Whitaker, S McLoone, ... Polymers 15 (17), 3566, 2023 | 11 | 2023 |
NIR-Based Intelligent Sensing of Product Yield Stress for High-Value Bioresorbable Polymer Processing K Mulrennan, N Munir, L Creedon, J Donovan, JG Lyons, M McAfee Sensors 22 (8), 2835, 2022 | 8 | 2022 |
Nanofibrillated cellulose originated from Rhododendron ponticum to produce scaffolds using 3D printing for biomedical applications TAM de Lima, GG de Lima, N Munir, JRT Coutinho, GR Mitchell, ... International Journal of Biological Macromolecules 253, 126556, 2023 | 3 | 2023 |
Comparison of data summarization and feature selection techniques for in-process spectral data N Munir, K Mulrennan, M McAfee 2021 32nd Irish Signals and Systems Conference (ISSC), 1-7, 2021 | 2 | 2021 |
Interpretable machine-learning for predicting molecular weight of PLA based on artificial bee colony optimization algorithm and adaptive neurofuzzy inference system A Pouya Masoumi, L Creedon, R Ghosh, N Munir, R McMorrow, ... arXiv e-prints, arXiv: 2501.07247, 2025 | | 2025 |
In-line NIR coupled with machine learning to predict mechanical properties and dissolution profile of PLA-Aspirin N Munir, T de Lima, M Nugent, M McAfee Functional Composite Materials 5 (1), 14, 2024 | | 2024 |
Investigation of the effect of graphene oxide concentration on the final properties of aspirin loaded PLA filaments for drug delivery systems N Munir, T de Lima, M Nugent, M McAfee PROCEEDINGS OF THE 38TH INTERNATIONAL CONFERENCE OF THE POLYMER PROCESSING …, 2024 | | 2024 |
Processing, Spectroscopic and Laboratory Testing Data from a Medical Grade Hot-Melt Extrusion Process M McMorrow, Ross, Munir, Nimra, Mulrennan, Konrad, Whitaker, Darren ... Zenodo, 2023 | | 2023 |
Study of the drug release profile of novel polymer-drug matrix formulations prepared by hot melt extrusion N Munir, TA de Morais de lima, M Nugent, M McAfee 37th International Manufacturing Conference, 2021 | | 2021 |