3 citations · 5 across the 2 of their papers we have counts for
3 papers
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…
physics.data-an2016
Manifold boundaries give "gray-box" approximations of complex models
Mark K. Transtrum
We discuss a method of parameter reduction in complex models known as the Manifold Boundary Approximation Method (MBAM). This approach, based on a geometric interpretation of stati…
math.OC2012★ 3 cited
Geodesic acceleration and the small-curvature approximation for nonlinear least squares
Mark K. Transtrum, James P. Sethna
It has been shown numerically that the performance of the Levenberg-Marquardt algorithm can be improved by including a second order correction known as the geodesic acceleration. I…