Concepedia

Mark K. Transtrum

MK

30

Publications

1.7K

Citations

20

H-Index

2005

Active since

Affiliations

Brigham Young University(Current)

Cornell University

University of Novi Sad

Tufts University

The University of Texas MD Anderson Cancer Center

Mark K. Transtrum is an author at Brigham Young University specializing in engineering, systems engineering, and data science.

ORCID

Top concepts

Publications per year

2005–2023

30

Publications

30

Parameter Space Compression Underlies Emergent Theories and Predictive Models

Benjamin B. Machta, Ricky Chachra, Mark K. Transtrum et al. · Science · 2013 · 295 citations · Full text

Geometry of nonlinear least squares with applications to sloppy models and optimization

Mark K. Transtrum, Benjamin B. Machta, James P. Sethna · Physical Review E · 2011 · 203 citations · Full text

Why are Nonlinear Fits to Data so Challenging?

Mark K. Transtrum, Benjamin B. Machta, James P. Sethna · Physical Review Letters · 2010 · 183 citations · Full text

, , +20

Improvements to the Levenberg-Marquardt algorithm for nonlinear least-squares minimization

Mark K. Transtrum, James P. Sethna · arXiv (Cornell University) · 2012 · 157 citations · Full text

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The Limitations of Model-Based Experimental Design and Parameter Estimation in Sloppy Systems

Andrew White, Malachi Tolman, Howard D. Thames et al. · PLoS Computational Biology · 2016 · 106 citations · Full text

, , +24

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