3 papers
cs.LG2026
Post-Training Quantization of Autoregressive Weather Models
Ananyo Bhattacharya, Swastik Bhattacharya, Christiane Jablonowski
Advancements in high-resolution numerical weather prediction (NWP) and data assimilation (DA) have shaped the developments in deep learning (DL) architectures emulating atmospheric…
astro-ph.EP2026
ARCO-Mars: A Unified Cloud-Optimized Archive of Mars Atmosphere Reanalysis
Ananyo Bhattacharya
Long-term records of the Martian atmosphere based on general circulation models and reanalysis of atmospheric state variables are important to understand the diurnal, seasonal, and…
astro-ph.EP2023
Probing Dust and Water in Martian Atmosphere with Far-Infrared Frequency Spacecraft Occultation
Ananyo Bhattacharya, Cheng Li, Nilton O. Renno +2
Airborne dust plays an active role in determining the thermal structure and chemical composition of the present-day atmosphere of Mars and possibly the planet's climate evolution o…