output
20112026
most citedDifferentiable modeling to unify machine learning and physical models and advance Geosciences

466 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2019Show all

2 papers · 1 filter

stat.ME2019★ 9 cited

Accelerating Bayesian inference in hydrological modeling with a mechanistic emulator

David Machac, Peter Reichert, Jörg Rieckermann +2

As in many fields of dynamic modeling, the long runtime of hydrological models hinders Bayesian inference of model parameters from data. By replacing a model with an approximation…

nlin.AO2019★ 5 cited

Topological Convergence of Urban Infrastructure Networks

Christopher Klinkhamer, Jonathan Zischg, Elisabeth Krueger +13

Urban infrastructure networks play a major role in providing reliable flows of multitude critical services demanded by citizens in modern cities. We analyzed here a database of 125…