304 citations · 1.5k across the 44 of their papers we have counts for
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Bridging Mechanistic and Phenomenological Models of Complex Biological Systems
Mark K. Transtrum, Peng Qiu
The inherent complexity of biological systems gives rise to complicated mechanistic models with a large number of parameters. On the other hand, the collective behavior of these sy…
Shielding superconductors with thin films
Sam Posen, Mark K. Transtrum, Gianluigi Catelani +2
Determining the optimal arrangement of superconducting layers to withstand large amplitude AC magnetic fields is important for certain applications such as superconducting radiofre…
Sloppiness and Emergent Theories in Physics, Biology, and Beyond
Mark K. Transtrum, Benjamin Machta, Kevin Brown +3
Large scale models of physical phenomena demand the development of new statistical and computational tools in order to be effective. Many such models are `sloppy', i.e., exhibit be…