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nikitrian authored Aug 14, 2024
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## <span style="color: #009999; font-size: 1.25em;">Journal Articles</span>
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<summary><span style="color: #009999; font-size: 1.25em;">Journal Articles</span></summary>

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<li><strong>Triantafyllou, N.</strong>, & Papathanasiou, M. M. (2024). <a href="https://www.sciencedirect.com/science/article/pii/S0098135424001431" target="_blank" rel="noopener">"Deep learning enhanced mixed integer optimization: Learning to reduce model dimensionality."</a> <i>Computers & Chemical Engineering.</i> 187, 108725.</li>
<li><strong>Triantafyllou, N.</strong>, Lyons, B., Bernardi, A., Chachuat, B., Kontoravdi, C., & Papathanasiou, M. M. (2024). <a href="https://www.sciencedirect.com/science/article/pii/S0098135424002254" target="_blank" rel="noopener">"Comparative assessment of simulation-based and surrogate-based approaches to flowsheet optimization using dimensionality reduction."</a> <i>Computers & Chemical Engineering.</i> 108807.</li>
<li><strong>Triantafyllou, N.</strong>, Sarkis, M., Krassakopoulou, A., Shah, N., Papathanasiou, M. M., & Kontoravdi, C. (2024). <a href="https://analyticalsciencejournals.onlinelibrary.wiley.com/doi/full/10.1002/biot.202300103" target="_blank" rel="noopener">"Uncertainty quantification for gene delivery methods: A roadmap for pDNA manufacturing from phase I clinical trials to commercialization."</a> <i>Biotechnology Journal.</i> 19(1), 2300103.</li>
<li><strong>Triantafyllou, N.</strong>, Bernardi, A., Lakelin, M., Shah, N., & Papathanasiou, M. M. (2022). <a href="https://www.nature.com/articles/s41598-022-21290-5" target="_blank" rel="noopener">"A digital platform for the design of patient-centric supply chains."</a> <i>Nature Scientific Reports.</i> 12, 17365.</li>
<li>• Bernardi, A., Sarkis, M., <strong>Triantafyllou, N.</strong>, Lakelin, M., Shah, N., & Papathanasiou, M. M. (2022). <a href="https://www.sciencedirect.com/science/article/pii/S0098135421003604" target="_blank" rel="noopener">"Assessment of intermediate storage and distribution nodes in personalised medicine."</a> <i>Computers & Chemical Engineering.</i> 157, 107582.</li>
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<li><strong>Triantafyllou, N.</strong>, Bernardi, A., Lakelin, M., Shah, N., & Papathanasiou, M. M. (2022). <a href="https://www.nature.com/articles/s41598-022-21290-5" target="_blank" rel="noopener">"A digital platform for the design of patient-centric supply chains."</a> <i>Nature Scientific Reports.</i> 12, 17365.</li>
<li>• Bernardi, A., Sarkis, M., <strong>Triantafyllou, N.</strong>, Lakelin, M., Shah, N., & Papathanasiou, M. M. (2022). <a href="https://www.sciencedirect.com/science/article/pii/S0098135421003604" target="_blank" rel="noopener">"Assessment of intermediate storage and distribution nodes in personalised medicine."</a> <i>Computers & Chemical Engineering.</i> 157, 107582.</li>
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