Soumyadeep Ghosh

MTech

Research Interests : I am trying to investigate rocky planet interiors using a machine learning approach utilizing Mixture Density Network (MDN) to analyze mass, radius, mass fractions, and geochemical ratios. The elastic properties of the mantle are determined by solving an Equation of State (EoS) using BurnMan toolkits. Computational modeling with BurnMan generates radial profiles of density, pressure, gravity, and temperature for different mantle compositions. By comparing these models with observational data, discrepancies are identified to refine our model and develop updated understanding of Mars’s internal composition and dynamics.