In this article, we study the stochastic complex coupled Kuralay model, which possesses some applications in various fields, including physics, biology, and engineering, to obtain new solitary wave so
I am new to deep learning and want to understand CNNs from scratch. Can someone explain: 1. What makes convolution different from fully connected layers? 2. How does backpropagation work through conv
I am self-studying nonlinear control theory and struggling with Lyapunov stability. Looking for: - Good textbook recommendations (beyond Khalil) - Online lectures covering LaSalle invariance principl
I have been applying Caputo fractional derivatives to SIR/SEIR epidemic models for the past 18 months. The memory effect captured by fractional order is fascinating but brings challenges: 1. Paramete
We are pleased to announce the Call for Papers for the 3rd International Workshop on Artificial Intelligence and Social Systems (AISOS 2026), co-located with IJCAI 2026. Topics of Interest: - AI for
I am building a chest X-ray abnormality classification system for a hospital project. Currently comparing: - ResNet-50 (pretrained on ImageNet) - DenseNet-121 (pretrained on CheXNet) - EfficientNet-B
Sharing our latest results on fine-tuning BERT-base for scientific literature classification. We achieved 94.2% accuracy on the SciPaper benchmark, improving over the baseline by 6.8%. Key findings:
We have been working on a deep learning pipeline to detect crop diseases from drone imagery. Using YOLOv8 fine-tuned on our custom dataset of wheat and rice diseases. Our current model achieves 89% m