Overview This thesis presents a comprehensive study on the optimal design of hybrid pin-fin microchannel heatsinks for integrated microsystems using hybrid neural network-based multi-objective optimization techniques. The work addresses the increasing demand for efficient thermal management in microelectronic devices, where high heat fluxes and compact form factors necessitate advanced cooling solutions.

Overview This thesis, authored by Zhou Haojie at the Cyprus University of Technology, presents a comprehensive comparative study of hyperbolic embedding methods applied to real-world networks, focusing on the intersection and contrast between machine learning approaches and traditional network science techniques.

Overview This master’s thesis, authored by Sijun Yu at the Cyprus University of Technology, investigates the automated detection of broken seals on containers using video recordings and deep learning techniques. The work is situated within the broader context of supply chain security, where ensuring the integrity of container seals is critical for preventing tampering, theft, and unauthorized access.

Overview This thesis presents the design and development of an offshore marine environment buoy monitoring platform that leverages LoRa wireless technology for data transmission. The work is situated within the context of increasing demand for real-time, reliable, and cost-effective environmental monitoring in marine settings.

Overview This master’s thesis investigates the application of texture analysis techniques to prostate ultrasound images, with a specific focus on how different pre-processing schemes affect the analysis outcomes. Conducted at the Cyprus University of Technology, the research addresses a critical need in medical imaging: improving the diagnostic accuracy and reliability of prostate cancer detection through advanced image processing methods.