My research interests lie in applying Machine Learning methods to combustion problems.
Selected Publications
Machine Learning To Predict Standard Enthalpy of Formation of Hydrocarbons K. K. Yalamanchi, V. C. O. van Oudenhoven, F. Tutino, M. Monge-Palacios, A. Alshehri, X. G... J. Phys. Chem. A, 123, 38, 83058313, (2019)
Data Science Approach to Estimate Enthalpy of Formation of Cyclic Hydrocarbons K. K. Yalamanchi, M. Monge-Palacios, V. C. O. van Oudenhoven, X. Gao, and S. M. Sarathy J. Phys. Chem. A, 124, 31, 62706276, (2020)
Screening gas‐phase chemical kinetic models: Collision limit compliance and ultrafast timescales K. K. Yalamanchi, EA. Tingas, H. G. Im, S. M. Sarathy Int J Chem Kinet., 52:599610, (2020)
Effects of fuel composition variability on high temperature combustion properties: A statistical analysis M. K. Khandavilli, K. K.Yalamanchi, R. Huser, S. M. Sarathy Applications in Energy and Combustion Science 14, 100012, (2020)
