304 citations · 1.5k across the 44 of their papers we have counts for
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cond-mat.stat-mech2018★ 8 cited
Unwinding the model manifold: choosing similarity measures to remove local minima in sloppy dynamical systems
Benjamin L. Francis, Mark K. Transtrum
In this paper, we consider the problem of parameter sensitivity in models of complex dynamical systems through the lens of information geometry. We calculate the sensitivity of mod…
q-bio.QM2018★ 2 cited
The Spectrum of Mechanism-oriented Models for Explanations of Biological Phenomena
C. Anthony Hunt, Ahmet Erdemir, Feilim Mac Gabhann +4
Within the diverse interdisciplinary life sciences domains, semantic, workflow, and methodological ambiguities can prevent the appreciation of explanations of phenomena, handicap t…