Greta Miller

Academic Profile

  • MS, Environmental Engineering, University of California, Berkeley
  • BSE, Civil and Environmental Engineering, Princeton University

Current Research

My PhD research focuses on machine learning of atmospheric convection, to improve the representation of rain in climate models.

Publications

https://scholar.google.com/citations?user=WZRmXLgAAAAJ&hl=en&oi=ao

 

Spatial patterns of snow distribution in the sub-Arctic

KE Bennett, G Miller, R Busey, M Chen, ER Lathrop, JB Dann, M Nutt, ...

The Cryosphere 16 (8), 3269-3293

Future water resource shifts in the high desert Southwest of Northern New Mexico, USA

KE Bennett, G Miller, C Talsma, A Jonko, A Bruggeman, A Atchley, ...

Journal of Hydrology: Regional Studies 28, 100678

Ecohydrology of epiphytes: Modelling water balance, CAM photosynthesis, and their climate impacts

G Miller, S Hartzell, A Porporato

Ecohydrology 14 (3), e2275

End-of-Winter Snow Depth, Temperature, Density, and SWE Measurements at Teller Road Site, Seward Peninsula, Alaska, 2019

K Bennett, R Bolton, B Busey, E Lathrop, J Dann, G Miller, M Nutt, ...

Next Generation Ecosystems Experiment-Arctic, Oak Ridge National Laboratory …

Machine Learning for Stochastic Parametrisation

HM Christensen, S Kouhen, G Miller, R Parthipan

arXiv preprint arXiv:2402.09471

Probabilistic machine learning for predicting atmospheric convection initiation

G Miller, H Christensen, P Stier

Modeling the Hydrologic Balance of Epiphytes: Towards an Improvement of Evapotranspiration Estimates in Rainforests

G Miller