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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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These works provide an overview of my research.

- **Triantafyllou, N.**, & 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.
* **Triantafyllou, N.**, & 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.

- **Triantafyllou, N.**, 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.
* **Triantafyllou, N.**, 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.



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