Perspective: Sloppiness and emergent theories in physics, biology, and beyond MK Transtrum, BB Machta, KS Brown, BC Daniels, CR Myers, JP Sethna The Journal of chemical physics 143 (1), 07B201_1, 2015 | 345 | 2015 |
Parameter space compression underlies emergent theories and predictive models BB Machta, R Chachra, MK Transtrum, JP Sethna Science 342 (6158), 604-607, 2013 | 317 | 2013 |
Correlation functions quantify super-resolution images and estimate apparent clustering due to over-counting SL Veatch, BB Machta, SA Shelby, EN Chiang, DA Holowka, BA Baird PloS one 7 (2), e31457, 2012 | 317 | 2012 |
Geometry of nonlinear least squares with applications to sloppy models and optimization MK Transtrum, BB Machta, JP Sethna Physical Review E 83 (3), 036701, 2011 | 232 | 2011 |
Why are nonlinear fits to data so challenging? MK Transtrum, BB Machta, JP Sethna Physical review letters 104 (6), 060201, 2010 | 230 | 2010 |
Minimal model of plasma membrane heterogeneity requires coupling cortical actin to criticality BB Machta, S Papanikolaou, JP Sethna, SL Veatch Biophysical journal 100 (7), 1668-1677, 2011 | 212 | 2011 |
Mechanical surface waves accompany action potential propagation A El Hady, BB Machta Nature communications 6 (1), 6697, 2015 | 179 | 2015 |
Critical Casimir forces in cellular membranes BB Machta, SL Veatch, JP Sethna Physical review letters 109 (13), 138101, 2012 | 140 | 2012 |
Liquid general anesthetics lower critical temperatures in plasma membrane vesicles E Gray, J Karslake, BB Machta, SL Veatch Biophysical journal 105 (12), 2751-2759, 2013 | 122 | 2013 |
Experimental observations of dynamic critical phenomena in a lipid membrane AR Honerkamp-Smith, BB Machta, SL Keller Physical review letters 108 (26), 265702, 2012 | 95 | 2012 |
Dissipation bound for thermodynamic control BB Machta Physical review letters 115 (26), 260603, 2015 | 61 | 2015 |
Escherichia coli chemotaxis is information limited HH Mattingly, K Kamino, BB Machta, T Emonet Nature physics 17 (12), 1426-1431, 2021 | 59 | 2021 |
Maximizing the information learned from finite data selects a simple model HH Mattingly, MK Transtrum, MC Abbott, BB Machta Proceedings of the National Academy of Sciences 115 (8), 1760-1765, 2018 | 52 | 2018 |
Conditions that stabilize membrane domains also antagonize n-alcohol anesthesia BB Machta, E Gray, M Nouri, NLC McCarthy, EM Gray, AL Miller, ... Biophysical Journal 111 (3), 537-545, 2016 | 45 | 2016 |
Irreversibility in dynamical phases and transitions DS Seara, BB Machta, MP Murrell Nature Communications 12 (1), 1-9, 2021 | 40 | 2021 |
Power-law velocity distributions in granular gases E Ben-Naim, B Machta, J Machta Physical Review E 72 (2), 021302, 2005 | 39 | 2005 |
Energy dissipation bounds for autonomous thermodynamic cycles SJ Bryant, BB Machta Proceedings of the National Academy of Sciences 117 (7), 3478-3483, 2020 | 30 | 2020 |
Programming a parallel computer: the Ersatz brain project JA Anderson, P Allopenna, GS Guralnik, D Sheinberg, JA Santini, ... Challenges for Computational Intelligence, 61-98, 2007 | 28 | 2007 |
Surface densities prewet a near critical membrane MN Rouches, SL Veatch, BB Machta Proceedings of the National Academy of Sciences 118 (40), e2103401118, 2021 | 26 | 2021 |
Parallel dynamics and computational complexity of network growth models B Machta, J Machta Physical Review E 71 (2), 026704, 2005 | 26 | 2005 |