5 citations · 8 across the 3 of their papers we have counts for
3 papers
physics.ao-ph2023★ 1 cited
Towards Learned Emulation of Interannual Water Isotopologue Variations in General Circulation Models
Jonathan Wider, Jakob Kruse, Nils Weitzel +3
Simulating abundances of stable water isotopologues, i.e. molecules differing in their isotopic composition, within climate models allows for comparisons with proxy data and, thus,…
cs.LG2022★ 2 cited
Spatiotemporal modeling of European paleoclimate using doubly sparse Gaussian processes
Seth D. Axen, Alexandra Gessner, Christian Sommer +2
Paleoclimatology -- the study of past climate -- is relevant beyond climate science itself, such as in archaeology and anthropology for understanding past human dispersal. Informat…
math.NA2019★ 5 cited
Joint state-parameter estimation of a nonlinear stochastic energy balance model from sparse noisy data
Fei Lu, Nils Weitzel, Adam H. Monahan
While nonlinear stochastic partial differential equations arise naturally in spatiotemporal modeling, inference for such systems often faces two major challenges: sparse noisy data…