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Areas of expertise:
I am interested in developing efficient computational geophysical methods for modeling and inversion, along with innovative techniques, to make a meaningful impact on natural resources (minerals, geothermal, hydrogen, groundwater) exploration, as well as environmental studies.
I had experience with 3D time-domain and frequency-domain electromagnetic inversion, time-lapse inversion, anisotropic magnetotelluric, and controlled-source electromagnetic modeling.
Current projects:
MULTIVERSE (2024-2027):Developing physics guided neural network solver for 3D magnetotelluric problems.
UNDERCOVER (2025-2028): Developing joint inversions of CSEM and other geophysical methods.
Completed projects:
DroneSOM(2022-2024): Developed 3D frequency-domain electromagnetic inversion, femem, to interpret drone-based data.
DroneSOM.speed(2025): Optimized the performance of the femem development.
