| 2025 | CoDIT | AI-based algorithm for the management and optimization of smart agricultural IoT system. | Aya Saad, Ferdaws Ben Naceur, Chokri Ben Salah |
| 2025 | KES | Robust Inference of Fish Behaviour from Underwater Acoustic and Environmental Data. | Dana Margareta King, Muriel Dunn, Sbastien Kerherv, Oscar Nissen, Edda Jnsdttir Kristbjrg, Aya Saad |
| 2025 | KES | A Robust, Domain-Aware Agentic System for Interactive Web-Based Aquaculture Simulation. | Aya Saad, Finn Olav Bjrnson |
| 2024 | KES | Modeling and Predicting Welfare of Farmed Atlantic Salmon: Integrative Domain Representation and Reasoning Strategies. | Oscar Nissen, Aya Saad |
| 2024 | KES | Optimizing Feeding Strategies in Aquaculture Using Machine Learning: Ensuring Sustainable and Economically Viable Fish Farming Practices. | Aya Saad, Alexia Artemis Baikas, Mette Remen, Finn Olav Bjrnson |
| 2023 | ICMV | StereoYolo+DeepSORT: a framework to track fish from underwater stereo camera in situ. | Aya Saad, Stian Jakobsen, Morten Bond, Mats Mulelid, Eleni Kelasidi |
| 2023 | KES | A Web-Based Platform for Efficient and Robust Simulation of Aquaculture Systems using Integrated Intelligent Agents. | Aya Saad, Biao Su, Finn Olav Bjrnson |
| 2022 | KES | RAMARL: Robustness Analysis with Multi-Agent Reinforcement Learning - Robust Reasoning in Autonomous Cyber-Physical Systems. | Aya Saad, Anne Hkansson |
| 2022 | KES | Towards Improved Visualization and Optimization of Aquaculture Production Process. | Aya Saad, Oscar Nissen, Espen Eilertsen, Finn Olav Bjrnson, Tore Norheim Hagtun, Odd-Gunnar Aspaas, Alexia Artemis Baikas, Sveinung Johan Ohrem |
| 2021 | ICMV | MOG: a background extraction approach for data augmentation of time-series images in deep learning segmentation. | Jonas Nagell Borgersen, Aya Saad, Annette Stahl |
| 2021 | ICMV | Robust deep unsupervised learning framework to discover unseen plankton species. | Eivind Salvesen, Aya Saad, Annette Stahl |
| 2021 | KES | Safe Learning for Control using Control Lyapunov Functions and Control Barrier Functions: A Review. | Akhil S. Anand, Katrine Seel, Vilde B. Gjrum, Anne Hkansson, Haakon Robinson, Aya Saad |
| 2021 | KES | Robust Reasoning for Autonomous Cyber-Physical Systems in Dynamic Environments. | Anne Hkansson, Aya Saad, Akhil S. Anand, Vilde B. Gjrum, Haakon Robinson, Katrine Seel |
| 2020 | ICMV | An instance segmentation framework for in-situ plankton taxa assessment. | Aya Saad, Annette Stahl |
| 2010 | CPAIOR | Constraint Reasoning with Uncertain Data Using CDF-Intervals. | Aya Saad, Carmen Gervet, Slim Abdennadher |