Eric Ziebell

I specialize in mathematical statistics, statistics for stochastic partial differential equations, and early stopping for iterative learning procedures.

Research and Projects

Recent research papers and open-source contributions.

Statistical inference for the stochastic wave equation based on discrete observations

Statistical inference for the stochastic wave equation based on discrete observations

Research paper on parameter estimation for the stochastic wave equation based on discrete observations.

ResearchSPDEsParameter EstimationFejér KernelsDiscrete Observations
Parameter estimation in hyperbolic linear SPDEs

Parameter estimation in hyperbolic linear SPDEs

Research paper on parameter estimation methods for hyperbolic linear SPDEs using multiple measurements.

ResearchSPDEsParameter EstimationHyperbolic EquationsM, N-Functions

Non-parametric estimation for the stochastic wave equation

Academic research on non-parametric estimation techniques applied to stochastic wave equations.

ResearchStochastic Wave EquationNon-parametric EstimationEquipartition of EnergyRiemann-Lebesgue operators
EarlyStopping Python Library

EarlyStopping Python Library

A Python library providing tools for early stopping techniques in machine learning and optimization algorithms.

PythonMachine LearningOpen SourceLibraryEarly Stopping
SPDE-Gallery

SPDE-Gallery

A collection of visualizations and simulations for Stochastic Partial Differential Equations.

SPDEsVisualizationEducationalMathematics