User profiles for David A. Sivak

David A. Sivak

Associate Professor, Dept. of Physics, Simon Fraser U
Verified email at sfu.ca
Cited by 2543

Thermodynamics of prediction

S Still, DA Sivak, AJ Bell, GE Crooks - Physical review letters, 2012 - APS
A system responding to a stochastic driving signal can be interpreted as computing, by
means of its dynamics, an implicit model of the environmental variables. The system’s state …

Thermodynamic metrics and optimal paths

DA Sivak, GE Crooks - Physical review letters, 2012 - APS
A fundamental problem in modern thermodynamics is how a molecular-scale machine performs
useful work, while operating away from thermal equilibrium without excessive dissipation…

Theory of nonequilibrium free energy transduction by molecular machines

AI Brown, DA Sivak - Chemical reviews, 2019 - ACS Publications
Biomolecular machines are protein complexes that convert between different forms of free
energy. They are utilized in nature to accomplish many cellular tasks. As isothermal …

Geometry of thermodynamic control

PR Zulkowski, DA Sivak, GE Crooks, MR DeWeese - Physical Review E, 2012 - APS
A deeper understanding of nonequilibrium phenomena is needed to reveal the principles
governing natural and synthetic molecular machines. Recent work has shown that when a …

[PDF][PDF] Crystal cryocooling distorts conformational heterogeneity in a model Michaelis complex of DHFR

DA Keedy, H Van Den Bedem, DA Sivak, GA Petsko… - Structure, 2014 - cell.com
Most macromolecular X-ray structures are determined from cryocooled crystals, but it is
unclear whether cryocooling distorts functionally relevant flexibility. Here we compare …

Time step rescaling recovers continuous-time dynamical properties for discrete-time Langevin integration of nonequilibrium systems

DA Sivak, JD Chodera, GE Crooks - The Journal of Physical …, 2014 - ACS Publications
When simulating molecular systems using deterministic equations of motion (eg, Newtonian
dynamics), such equations are generally numerically integrated according to a well-…

[HTML][HTML] A symbiotic physical niche in Drosophila melanogaster regulates stable association of a multi-species gut microbiota

…, EL Brodie, KC Huang, JM Carlson, DA Sivak… - Nature …, 2023 - nature.com
The gut is continuously invaded by diverse bacteria from the diet and the environment, yet
microbiome composition is relatively stable over time for host species ranging from mammals …

Stochastic microbiome assembly depends on context

EW Jones, JM Carlson, DA Sivak… - Proceedings of the …, 2022 - National Acad Sciences
Observational studies reveal substantial variability in microbiome composition across
individuals. Targeted studies in gnotobiotic animals underscore this variability by showing that …

[PDF][PDF] Transcription factor competition allows embryonic stem cells to distinguish authentic signals from noise

…, M Broeker, G Heimberg, LS Qi, DA Sivak… - Cell systems, 2015 - cell.com
Stem cells occupy variable environments where they must distinguish stochastic fluctuations
from developmental cues. Here, we use optogenetics to investigate how the pluripotency …

Information engine in a nonequilibrium bath

TK Saha, J Ehrich, M Gavrilov, S Still, DA Sivak… - Physical Review Letters, 2023 - APS
Abstract Information engines can convert thermal fluctuations of a bath at temperature T into
work at rates of order k BT per relaxation time of the system. We show experimentally that …