Key research themes
1. How can analytical and numerical solutions advance the understanding of radiative transfer in astrophysical and plasma environments?
This research area focuses on deriving and applying analytical and numerical solutions of the radiative transfer equation (RTE) under physically relevant conditions, such as accretion disks with finite optical depth, continuous-spectrum radiative transfer in plasmas with complex geometries, and radiation in large-scale astrophysical bodies. Analytical solutions provide insight into the behavior of radiative quantities under various scattering and absorption regimes, while numerical methods enable tackling complex geometries and transient processes. These approaches are critical for interpreting observations, predicting energy balance, and improving physical models in plasma and astrophysical contexts.
2. What are the mathematical and computational frameworks enabling efficient differentiation and inverse problem solutions in radiative transfer modeling?
This theme addresses the development of advanced theoretical and computational methods to differentiate radiative transfer solutions with respect to scene or material parameters, facilitating inverse problem solutions such as absorption coefficient recovery and enabling gradient-based optimization in complex systems. The focus is on constructing differential theories that maintain the generality of the RTE, devising numerical estimators for derivatives, and demonstrating uniqueness and stability in inverse reconstructions from limited measurements. This is fundamental for coupling radiative transfer with control, optimization, and Bayesian statistical inference in scientific and engineering applications.
3. How do complex media properties and microscopic structures influence radiative transfer and what modeling approaches capture these effects in planetary and atmospheric sciences?
This area examines the impact of heterogeneity, scattering by bubbles, complex geometries, and material anisotropies on radiative transfer in semitransparent and composite media relevant to planetary surfaces, atmospheres, and environmental remote sensing. Research spans experimental validation and hybrid modeling of bubble-laden media, open-source radiative codes for exoplanet atmosphere retrievals, and multi-scale wave propagation in bianisotropic dissipative media. Understanding these effects refines interpretation of observational data, improves remote sensing accuracy, and informs climate and planetary surface models.