7.2k citations · 18.6k across the 78 of their papers we have counts for
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Reconstruction of stochastic nonlinear dynamical models from trajectory measurements
V. N. Smelyanskiy, D. G. Luchinsky, D. A. Timucin +1
A new algorithm is presented for reconstructing stochastic nonlinear dynamical models from noisy time-series data. The approach is analytical; consequently, the resulting algorithm…
Inference of stochastic nonlinear oscillators with applications to physiological problems
Vadim N. Smelyanskiy, Dmitry G. Luchinsky
A new method of inferencing of coupled stochastic nonlinear oscillators is described. The technique does not require extensive global optimization, provides optimal compensation fo…
Approximating satisfiability transition by suppressing fluctuations
S. Knysh, V. N. Smelyanskiy, R. D. Morris
Using methods and ideas from statistical mechanics, we propose a simple method for obtaining rigorous upper bounds for satisfiability transition in random boolean expressions compo…