Kavitha, V.; Mouli, G. B. C. Roughness Effects on Two-Dimensional Turbulent Convection: Heat Transport, Flow Reversals, and Machine Learning Analysis. DNC 2026, 16 (1), 17-31. https://doi.org/10.5890/DNC.2027.03.002.