Consulter le flux RSS

Publications

Cette page présente les publications du Centre Borelli déposées sur le serveur HAL.

Affichage des publications 51 à 60 sur 1553 au total

Machine Learning

Synthetic data for open medical research: what practitioners should know

Publicly releasing research data is at the core of the open science principles. In medical research, however, this practice conflicts with confidentiality requirements for the collected data. One appealing solution to this dilemma is to release…

Rémy Chapelle, Bruno Falissard, Mohammed Sedki

Engineering Sciences

MobileNetV3 for Pipeline Welding Defect Detection: A Computer Vision Approach on Noisy RGB Images

Weld defect detection plays a central role in pipeline inspection because it directly influences structural reliability and operational safety.Conventional manual inspection methods suffer from several limitations, including high labor demands,…

Ata Jahangir Moshayedi, Amir Sohail Khan, Zhang Ming Jun, Shuxin Yang, David Bassir

2026 International Conference on Artificial Intelligence in Energy and Infrastructure (AIEI 2026) -

Machine Learning

Parallel gradient boosting for flexible estimation of conditional distributions

Boosting is one of the most successful learning techniques for standard classification and regression tasks. Its extension to multi-output prediction problems has found an increasing number of applications in recent years. Among them is the…

Rémy Chapelle, Nicolas Vayatis, Bruno Falissard, Mohammed Sedki

Ocean, Atmosphere

Representation of meteotsunamis in km-scale regional simulations coupled at high frequency

Meteorological tsunamis, or meteotsunamis, are anomalous waves triggered by atmospheric disturbances such as thunderstorms, gravity waves, squalls, or cyclones. While meteotsunamis have been studied extensively in regions like the Mediterranean and…

Nefeli Makrygianni, Ségolène Berthou, David L A Flack, Cindy Lebeaupin Brossier, Jonathan Beuvier, Juan Manuel Castillo, Emiliano Renzi, Clare O'Neill, Daniel Peláez-Zapata, Frederic Dias, Huw Lewis, Diego Bruciaferri

Natural Hazards and Earth System Sciences -

Engineering Sciences

Camera-Lidar Fusion for Road Detection: A Vision Transformer-Based Study

Autonomous vehicles require accurate road detection for safe navigation, and often fuse Camera and LiDAR sensors to enhance perception capabilities. While previous studies suggested that fusing Camera with LiDAR yields enhanced performance over…

Anthony Sigama, Baohua Guo, James Chakwizira, Tendayi Gondo, David Bassir, Sen Wang, Weifan Gu

Pattern Recognition -

Automatic

A Structured Review of Robotic Arm Systems for Intelligent 3D Printing: Architectures, Control, and Defect Detection

This article presents a structured review of robotic arm systems developed for intelligent 3D printing applications. The reviewed articles are analyzed in terms of hardware and software architecture, adaptive control strategies, defect detection…

Ata Jahangir Moshayedi, Milo Garbal, Yang Zhicheng, Abel Cherouat, David Bassir

2026 International Conference on Artificial Intelligence in Energy and Infrastructure (AIEI 2026) -

Engineering Sciences

Semiautomated Planning of Urban Drainage System by CNN-Based Land Use Segmentation and GIS-Based Drainage Generation Algorithm

Abstract In response to the challenges of inefficiency and rigidity in the manual planning of large-scale urban drainage systems, this study proposed a semiautomated urban drainage planning method by integrating convolutional neural network (CNN)…

Qianqian Zhou, Mansheng Lin, Wanen Feng, Qisheng Zhong, Jing Xiao, Gongfa Chen, David Bassir

Journal of Water Resources Planning and Management -

Engineering Sciences

Review: Thermal data acquisition for 3D cracks characterization and experiment

3D crack detection are essential in civil infrastructure since is one of a major challenges for material and structural integrity inspections. This study considers the importance of using thermal data as a non-destructive method to analyze crack…

Ata Jahangir Moshayedi, Anachack Chanthavisouk, Sakdina Chanthavisouk, Quôc Nguyen, Rifatcan Ozbek, David Bassir

2026 International Conference on Artificial Intelligence in Energy and Infrastructure (AIEI 2026) -