Author

Maximilian Pierzyna

1 paper indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Aug 2026

S2G Deep Interpolation: A Deep Learning Framework for Generating High-Resolution Wind Gust Fields from Sparse Mesonet Observations

This study proposes a deep learning–based framework, called Sparse-to-Gridded Deep Interpolation (S2G-DI), to generate high-resolution spatially continuous fields from sparse surface observations that captures both spatial structure and intensity more reliably than traditional methods.

H. Baki, Maximilian Pierzyna, S. Basu · Artificial Intelligence for... · 0 citations