Benjamin Machta, Ph.D
Affiliations: | Physics | Yale University, New Haven, CT |
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Publications
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| Sherry DM, Graf IR, Bryant SJ, et al. (2024) Lattice ultrasensitivity produces large gain in E. coli chemosensing. Arxiv |
| Sherry DM, Graf IR, Bryant SJ, et al. (2024) Lattice ultrasensitivity produces large gain in chemosensing. Biorxiv : the Preprint Server For Biology |
| Abbott MC, Machta BB. (2023) Far from Asymptopia: Unbiased High-Dimensional Inference Cannot Assume Unlimited Data. Entropy (Basel, Switzerland). 25 |
| Quinn KN, Abbott MC, Transtrum MK, et al. (2022) Information geometry for multiparameter models: new perspectives on the origin of simplicity. Reports On Progress in Physics. Physical Society (Great Britain). 86 |
| Mattingly HH, Transtrum MK, Abbott MC, et al. (2018) Maximizing the information learned from finite data selects a simple model. Proceedings of the National Academy of Sciences of the United States of America |
| Transtrum MK, Machta BB, Brown KS, et al. (2015) Perspective: Sloppiness and emergent theories in physics, biology, and beyond. The Journal of Chemical Physics. 143: 010901 |
| Machta BB, Chachra R, Transtrum MK, et al. (2013) Parameter space compression underlies emergent theories and predictive models. Science (New York, N.Y.). 342: 604-7 |
| Machta BB, Veatch SL, Sethna JP. (2012) Critical Casimir forces in cellular membranes. Physical Review Letters. 109: 138101 |
| Transtrum MK, Machta BB, Sethna JP. (2011) Geometry of nonlinear least squares with applications to sloppy models and optimization. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 83: 036701 |
| Machta BB, Papanikolaou S, Sethna JP, et al. (2011) Minimal model of plasma membrane heterogeneity requires coupling cortical actin to criticality. Biophysical Journal. 100: 1668-77 |