Ashish Kumar, and Dr. Sangram Bana. 2026. “MACHINE LEARNING APPLICATIONS FOR PREDICTIVE MODELING AND OPTIMIZATION OF ROUGHNESS GEOMETRIES IN SOLAR AIR HEATERS: A COMPREHENSIVE REVIEW”. International Educational Applied Scientific Research Journal 11 (08):19-30. https://doi.org/10.5281/zenodo.22744068.