2 papers
cs.LG2025
DETNO: A Diffusion-Enhanced Transformer Neural Operator for Long-Term Traffic Forecasting
Owais Ahmad, Milad Ramezankhani, Anirudh Deodhar
Accurate long-term traffic forecasting remains a critical challenge in intelligent transportation systems, particularly when predicting high-frequency traffic phenomena such as sho…
cond-mat.mtrl-sci2025
Deep Learning Assisted Denoising of Experimental Micrographs
Owais Ahmad, Albert Linda, Saumya Ranjan Jha +1
Microstructure imaging is crucial in materials science, but experimental images often introduce noise that obscures critical structural details. This study presents a novel deep le…