Investigated Ce-based hard magnetic materials using *ab initio* methods as an alternative to Nd-Fe-B magnets, performing thermodynamic phase stability calculations considering vibrational, electronic, and magnetic contributions.
Developed and implemented a novel screening methodology for 3d and 4d substitutional doping effects, enabling the consideration of a large number of substitutions to improve the relative stability of desired hard magnetic phases.
Calculated and optimized the performance of various transition metals, validating theoretical predictions through comparison with reactive crucible melting experiments.
Authored a PhD thesis titled 'Ab initio phase stabilities of Ce-based hard magnetic materials,' contributing significant knowledge to the field of computational materials science and magnetic materials development.