Post by Mourad HADDIOUI

I am delighted to announce the publication of two of our recent research papers: 📄 Efficient Road Cracks Segmentation Using Physics-Informed Neural Network Approach Published in the International Journal of Image, Graphics and Signal Processing (IJIGSP). 🔗 https://lnkd.in/ekqgtUCg 📄 Physics-Informed Deep Learning and Machine Learning Integration for Collision Prediction in 2D Traffic Systems Published in the International Journal of Intelligent Transportation Systems Research. 🔗 https://lnkd.in/e_R9v4-n These studies reflect our ongoing efforts to combine Physics-Informed Neural Networks (PINNs), Deep Learning, Machine Learning, Computer Vision, and Intelligent Transportation Systems to address real-world challenges in road infrastructure monitoring and traffic safety. I would like to express my sincere gratitude to my co-authors, reviewers, editors, and collaborators for their valuable support and contributions throughout this research journey. Looking forward to continuing research that bridges mathematics, artificial intelligence, and transportation engineering. #Research #Publication #ArtificialIntelligence #DeepLearning #MachineLearning #PINN #ComputerVision #RoadSafety #TrafficPrediction #TransportationSystems #AcademicResearch #Springer #IJIGSP