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On Higher Order Drift and Diffusion Estimates for Stochastic SINDy
29/29 checkable references clean · checked 2026-07-24
Every reference with a DOI in the deposited reference list resolved to a known work in Crossref or DataCite at the dated check, and none carried a retraction, withdrawal, or removal notice.
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The 29 checked references that resolve
resolves10.1073/pnas.1517384113
Discovering governing equations from data by sparse identification of nonlinear dynamical systems
resolves10.1016/j.ifacol.2016.10.249
Sparse Identification of Nonlinear Dynamics with Control (SINDYc)**SLB acknowledges support from the U.S. Air Force Center of Excellence on Nature Inspired Flight Technologies and Ideas (FA9550-14-1-0398). JLP thanks Bill and Melinda Gates for their active support of the Institute of Disease Modeling and their sponsorship through the Global Good Fund. JNK acknowledges support from the U.S. Air Force Office of Scientific Research (FA9550-09-0174).
resolves10.1007/s10955-021-02847-6
Non-parametric Estimation of Stochastic Differential Equations from Stationary Time-Series
resolves10.3150/07-BEJ5173
Penalized nonparametric mean square estimation of the coefficients of diffusion processes
resolves10.1063/5.0012858
Detecting the maximum likelihood transition path from data of stochastic dynamical systems
resolves10.1016/j.physrep.2011.05.003
Approaching complexity by stochastic methods: From biological systems to turbulence
resolves10.1109/72.363477
High-order neural network structures for identification of dynamical systems
resolves10.1109/TMBMC.2016.2633265
Inferring Biological Networks by Sparse Identification of Nonlinear Dynamics
resolves10.1007/s11071-005-2824-x
Spectral Properties of Dynamical Systems, Model Reduction and Decompositions
resolves10.1103/PhysRevE.85.061916
Optimal diffusion coefficient estimation in single-particle tracking
resolves10.1016/S0006-3495(91)82125-7
Single particle tracking. Analysis of diffusion and flow in two-dimensional systems
resolves10.1103/PhysRevLett.87.254501
Indispensable Finite Time Corrections for Fokker-Planck Equations from Time Series Data
resolves10.1021/acs.jctc.0c01151
Position-Dependent Diffusion from Biased Simulations and Markov State Model Analysis
resolves10.1103/PhysRevE.89.022726
Optimal estimation of diffusion coefficients from single-particle trajectories
resolves10.1007/s00332-015-9258-5
A Data–Driven Approximation of the Koopman Operator: Extending Dynamic Mode Decomposition
The 7 references without a DOI — listed, not checked
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no DOI — not checkedref9
no DOI — not checkedref12
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no DOI — not checkedref14
no DOI — not checkedStochastic Stability of Differential Equations
no DOI — not checkedSystem Identification: Theory for the User
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