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hands-on experience with modern robotic welding cell, advanced imaging sensors (including high dynamic range camera and arc/melt-pool vision), real-time data acquisition, and in-house metallurgical
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architectures, implement co-evolutionary algorithms, and develop rigorous evaluation frameworks measuring adversarial robustness. Outputs include an agent-based simulation toolkit, stress-testing methods, and
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ventilation systems, active air treatment technologies (e.g. particulate filters, UV disinfection) and sensor networks to monitor and respond to air quality in real time. However, there’s a critical need to
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detection and trigger adaptive interventions. The methodology may involve interactive tasks simulating cognitively demanding contexts and collecting sensor data (Heart Rate Variability, touchscreen
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., Carracedo, J.M., & Sajjad, A. (Oct 2020). Towards Secure and Privacy-Preserving IoT enabled Smart Home: Architecture and Experimental Study. Sensors, 20, 6131 Ben Brahim, G., Mohammad, N., El-Hajj, W., Parr
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-of-care sensors for patient-specific dosing of drugs Theme 3: Disease tracking, surveillance and modelling Population disease surveillance is crucial to protect people, health systems and the economy from
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review. Appetite, 95, 138-151. doi: 10.1016/j.appet.2015.07.008 Sempionatto, J.R., Montiel, V.R., Vargas, E., Teymourian, H. and Wang, J. (2021) Wearable and Mobile Sensors for Personalized Nutrition. ACS
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5.0. CRC Press. Grech, A., Mehnen, J., & Wodehouse, A. (2023). An extended AI-experience: Industry 5.0 in creative product innovation. Sensors, 23(6), 3009. Jia, X., Berry, A., & Johnston, A. (2025
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. Dwork, C. & Roth, A. (2014). "The Algorithmic Foundations of Differential Privacy." *Foundations and Trends in Theoretical Computer Science*, 9(3-4), 211-407. 4. Jordon, J., Yoon, J., & van der Schaar, M
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to Metabolic Sensors: Rewiring the Gut-Brain Kynurenine Circuit. Biomedicines. 2025 Aug 19;13(8):2020. doi: 10.3390/biomedicines13082020. PMID: 40868271; PMCID: PMC12383901. Willett, W., Rockström, J., Loken, B