Publications

Engineering Sciences

Failure prognostics under sensor degradation: A comparative study of online and batch Bayesian inference

Accurate failure prognostics and Remaining Useful Life (RUL) prediction are critical for prognostics and health management, but remain challenging when sensor degradation and stochastic dependencies are present. This study compares two Bayesian…

Hai-Canh Vu, Mitra Fouladirad, David Bassir, Thao Nguyen-Trang

Reliability Engineering and System Safety - 2027

Signal and Image processing

ACCELERATED HIGH-RESOLUTION RADIATIVE TRANSFER SIMULATION FOR CO2 CONCENTRATION ESTIMATION FROM NANOCARB MEASUREMENTS

Studying climate change requires reducing uncertainties in CO(_2) and CH(_4) emission estimates to better distinguish anthropogenic from natural sources, which motivates spaceborne measurements with improved revisit frequency and spatial coverage…

Jordan Lontsi Tedongmo, Yann Ferrec, Laurence Croizé, Pablo Musé, Gabriele Facciolo, Andrés Almansa

ICLR 2026 Machine Learning for Remote Sensing (ML4RS) Workshop - 2026

Machine Learning

Scalable multi-view clustering via explicit kernel features maps

The proliferation of high-dimensional data from sources such as social media, sensor networks, and online platforms has created new challenges for clustering algorithms. Multi-view clustering, which integrates complementary information from multiple…

Chakib Fettal, Lazhar Labiod, Mohamed Nadif

Data Mining and Knowledge Discovery - 2026

Mathematics

Genghis Khan Shark Optimizer for multi-objective mechanical truss design

Mechanical structures in engineering are increasingly designed under stringent requirements for low-weight, high-stiffness, and safety, making multi-objective structural optimization central to innovative, cost-effective-products. This work…

Fatima Daqaq, Siham Ouhimmou, David Bassir, Ghanshyam G Tejani

Results in Control and Optimization - 2026

Image Processing

Multi-Modal Self-Supervised Learning for Aligned Satellite Image Time Series Encoder

Foundation models based on self-supervised learning (SSL) have attracted a great deal of interest in land monitoring. While early approaches relied primarily on masked autoencoder (MAE) strategies, attention is now turning to discriminative SSL…

Iris Dumeur, Ekaterina Kalinicheva, Silvia Valero, Jordi Inglada

Engineering Sciences

MQAD-net: multi-modal quantum-attentive deep learning framework for early mental health detection and personalized therapy recommendation

This research delves into the impact of varying printing angles in the range (0°, 15°, 30°, 45°) on the thermal and mechanical characteristics of carbon fibre–PLA/PHA composites fabricated via fused filament fabrication (FFF). The microstructural…

Khalil Hamdi Ateyeh Al-Shqeerat, Ahmad Hamed Al Abadleh, Sunil Kumar Sharma, Pankaj Kumar, Ghanshyam Tejani, David Bassir

Egyptian Informatics Journal - 2026

Engineering Sciences

DSE-YOLO11: Dynamic feature adaptation for key traffic element detection in complex road scenes

Accurate detection of key traffic elements in complex road scenes is critical for autonomous driving and intelligent transportation systems. However, existing lightweight detectors often suffer from missed detections under small targets, large-scale…

Yange Chen, Baohua Guo, David Bassir, Anthony Sigama, Yuandi Zhang

PLoS ONE - 2026

Engineering Sciences

DOA-RL: Reinforcement learning enhanced dream optimization algorithm with adaptive operator selection for continuous optimization

Ibrahim I.M. Manhrawy, Ahmed Elashry, Abrar Yaqoob, Amro Soliman, Ghanshyam Tejani, David Bassir, Arar Al Tawil

Results in Control and Optimization - 2026

Engineering Sciences

SaurKshetra: A curated dataset and ML-based classification for solar energy site selection

Yash Shivgan, Chandan Bhirud, Anshul Jamgade, Atharva Kulkarni, Rutuja Patil, Gagandeep Kaur, David Bassir, Ghanshyam Tejani

Data in Brief - 2026

Engineering Sciences

Machine learning-enhanced multi-sensor e-nose to quantify and classify low-level ammonia under dynamic environmental condition

Electronic nose (enose) Metal oxide (MOX) gas sensors Ammonia detection Environmental compensation Machine learning Support vector machine (SVM) XGBoost LightGBM Gas classification Real-time monitoring Sensor performance evaluation Temperature and…

Ata Jahangir Moshayedi, Meixia Wang, Jiandong Hu, Gang Kuan, David Bassir

Sensors and Actuators Reports - 2026