Search Results for author: David B. Brückner

Found 2 papers, 2 papers with code

Discovering stochastic dynamical equations from biological time series data

1 code implementation5 May 2022 Arshed Nabeel, Ashwin Karichannavar, Shuaib Palathingal, Jitesh Jhawar, David B. Brückner, Danny Raj M., Vishwesha Guttal

Stochastic differential equations (SDEs) are an important framework to model dynamics with randomness, as is common in most biological systems.

Time Series Time Series Analysis

Inferring the dynamics of underdamped stochastic systems

1 code implementation16 Feb 2020 David B. Brückner, Pierre Ronceray, Chase P. Broedersz

Many complex systems, ranging from migrating cells to animal groups, exhibit stochastic dynamics described by the underdamped Langevin equation.

Biological Physics Soft Condensed Matter Statistical Mechanics Cell Behavior Quantitative Methods

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