Blar i Publikasjoner fra CRIStin på forfatter "Saad, Aya"
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Implications of single-stage deep learning networks in real-time zooplankton identification
Ansari, Sadaf; Desai, Dattesh V.; Saad, Aya; Stahl, Annette (Peer reviewed; Journal article, 2023)Zooplankton are key ecological components of the marine food web. Currently, laboratory-based methods of zooplankton identification are manual, time-consuming, prone to human error and require expert taxonomists. Therefore, ... -
RAMARL: Robustness Analysis with Multi-Agent Reinforcement Learning - Robust Reasoning in Autonomous Cyber-Physical Systems
Saad, Aya; Håkansson, Anne (Peer reviewed; Journal article, 2022)A key driver to offering smart services is an infrastructure of Cyber-Physical systems (CPS)s. By definition, CPSs are intertwined physical and computational components that integrate physical behaviour with computation. ... -
Towards Improved Visualization and Optimization of Aquaculture Production Process
Saad, Aya; Nissen, Oscar; Eilertsen, Espen; Bjørnson, Finn Olav; Norheim Hagtun, Tore; Aspaas, Odd Gunnar; Artemis Baikas, Alexia; Ohrem, Sveinung Johan (Peer reviewed; Journal article, 2022)Aquaculture is one of the largest, and fastest growing industries in Norway. Recently, the industry has experienced significant development in the daily operations acquiring new technologies and systems that capture data ... -
A Web-Based Platform for Efficient and Robust Simulation of Aquaculture Systems using Integrated Intelligent Agents
Saad, Aya; Su, Biao; Bjørnson, Finn Olav (Peer reviewed; Journal article, 2023)We propose a web-based platform of integrated intelligent agents that incorporates multiple Functional Mock-up Units (FMUs) and surrogate modelling techniques. In this platform, each FMU envelops a stand-alone simulation ...