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 2018Show all

4 papers · 1 filter

q-bio.PE2018★ 2 cited

Eco-evolutionary feedbacks - theoretical models and perspectives

Lynn Govaert, Emanuel A. Fronhofer, Sébastien Lion +11

1. Theoretical models pertaining to feedbacks between ecological and evolutionary processes are prevalent in multiple biological fields. An integrative overview is currently lackin…

astro-ph.SR2018★ 67 cited

Revised historical solar irradiance forcing

T. Egorova, W. Schmutz, E. Rozanov +5

Context. There is no consensus on the amplitude of the historical solar forcing. The estimated magnitude of the total solar irradiance difference between Maunder minimum and presen…

stat.ML2018★ 47 cited

Comparing Dynamics: Deep Neural Networks versus Glassy Systems

M. Baity-Jesi, L. Sagun, M. Geiger +6

We analyze numerically the training dynamics of deep neural networks (DNN) by using methods developed in statistical physics of glassy systems. The two main issues we address are (…

stat.ML2018★ 3 cited

Natural data structure extracted from neighborhood-similarity graphs

Tom Lorimer, Karlis Kanders, Ruedi Stoop

'Big' high-dimensional data are commonly analyzed in low-dimensions, after performing a dimensionality-reduction step that inherently distorts the data structure. For the same purp…