Publications

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 - 2026

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) - 2026

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) - 2026

Library and information sciences

A brief overview of 20 years of neuroscience in PLoS Computational Biology

Hugues Berry, Lyle J Graham, Kim T Blackwell

PLoS Computational Biology - 2026

Fluid mechanics

Prediction of the displacement of large rocks by waves using smoothed-particle hydrodynamics

Breaking waves exert loads on ships, offshore structures, coastal infrastructure, and the coastline. A spectacular illustration of such loads in nature is the displacement of heavy boulders by storm waves. The field of coastal boulder dynamics has…

Constantinos Menelaou, Pierre-Michel Guilcher, Frederic Dias

Computers and Fluids - 2026

Engineering Sciences

Smart Agro-ecosystem: A Review of LLM-based Robotic Systems for Sensing and Decision Support in Precision Agriculture

Smart agriculture employs emerging technologies to address main challenges such as greenhouse gases emissions, crop yield optimization, and efficient irrigation through optimized resource planning. This paper reviews Large Language Models (LLMs),…

Ata Jahangir Moshayedi, Amir Sohail Khan, Amin Kolahdooz, Aiman Elragig, Zeashan Khan, David Bassir

EAI Endorsed Transactions on AI and Robotics - 2026

Biophysics

Probing -1 ribosomal frameshifting at the single molecule level

Karen Perronet, Baptiste Bouhet, Charles Truong, Sandra Blanchet, Olivier Namy

ESAB 2026 - 2026

Methodology

AK-MCS-C2 : Active Kriging Monte Carlo Simulation method with conformal certification for failure probability estimation

We introduce a novel active-learning framework for failure probability estimation in structural reliability analysis that integrates Active Kriging Monte Carlo simulation with conformal prediction. The proposed approach employs an adaptive cross…

Edgar Jaber, Vincent Chabridon, Mathilde Mougeot

Machine Learning

Expanding SPHERE-JEPA: A Family of Statistical Regularizers for the Hypersphere

In Self-Supervised Learning (SSL), preventing representation collapse by explicitly enforcing a uniform distribution on the unit hypersphere has proven to be effective. However, current frameworks typically rely on sliced statistical regularizers…

Léo Nicollier, Enric Meinhardt-Llopis, Max Dunitz, Marc Pic, Pablo Musé, Gabriele Facciolo

Neural and Evolutionary Computing

A Traffic Police Gesture Recognition Method Based on BiLSTM-Transformer Architecture

To address the issues of insufficient real-time performance and inadequate modeling of temporal features in traffic police gesture recognition, this paper proposes a method based on skeleton keypoints and hybrid temporal modeling. First, YOLOv11m…

Xiaoyu Zhang, Baohua Guo, Sen Wang, Anthony Sigama, David Bassir

Electronics - 2026