COCE 2025, The Second International Conference on Technologies for Marine and Coastal Ecosystems

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Type: conference

Notes: IARIA Conference.

Editors:
Mahdi Abdelguerfi, University of New Orleans, USA

ISBN: 978-1-68558-329-3

Location: Barcelona, Spain

Dates: from October 26, 2025 to October 30, 2025

Articles: there are 8 articles

Evaluating Hyperparameter Selection Techniques for the Ratio-Coupled Loss Function
Austin B. Schmidt, Pujan Pokhrel, Md Meftahul Ferdaus, Elias Ioup, Mahdi Abdelguerfi, and Julian Simeonov
keywords: Ratio-Coupled Loss; Surrogate Model; Hyperparameter Tuning; Cahn-Hilliard.

Multi-Source Constrained Machine Learning for Oceanic Parameters Forecasting
Pujan Pokhrel, Austin B. Schmidt, Md Meftahul Ferdaus, Elias Ioup, Julian Simeonov, and Mahdi Abdelguerfi
keywords: multi-source fusion, physics-informed neural networks, constrained machine learning.

Simulation-Based Study of Propulsion and Control of an AUV in Current-Affected Environments
Aymen Mefti, Mahfoudh Cerdoun, and Djahida Boucetta
keywords: Autonomous Underwater Vehicle (AUV); Self propulsion; Marine Currents; Hydrodynamic Simulation; Propeller Performance.

Operationalizing and Testing Machine Learning Models for Acoustic Target Classification
Nils Olav Handegard, Silje Smith-Johnsen, Arne Johannes Holmin, Cristian Muños Mas, Ingrid Utseth, and Daniel Dondorp
keywords: acoustic trawl surveys; machine learning; micro services; containerisation; data linage; MLOps; CI/CD.

Semi-Supervised Object Detection for Marine Monitoring using Temporal Information
Viljar Holm Elvevoll, Kim Tallaksen Halvorsen, and Ketil Malde
keywords: image classifcation; machine learning; species recognition; semi-supervised learning.

Machine Learning Using Physics-Based Backscattering Modeling for Acoustic Identification of Mesopelagic Organisms
Sander Andre Berg Marx, Babak Khodabandeloo, and Ketil Malde
keywords: Acoustic target classification; machine learning; Convolutional neural network; prolate spheroid backscattering modeling.

Accelerating HEC-RAS: A Recurrent Neural Operator for Rapid River Forecasting
Edward Holmberg, Pujan Pokhrel, Elias Ioup, Ken Pathak, Steven Sloan, Kendall Niles, Jay Ratcliff, Maik Flanagin, Christian Guetl, Julian Simeonov, and Mahdi Abdelguerfi
keywords: Fourier Neural Operator, Surrogate Modeling, HEC-RAS, Gated Recurrent Units.

Integrated design and field validation of MoBI: An Intelligent Buoy for environmental data acquisition
Alessio Chirigu, Alberto Mancosu, Sara Pinna, Matteo Anedda, Mariella Sole, and Daniele Giusto
keywords: smart buoy; environmental monitoring; LoRaWAN; LTE; marine data.