Enabling global interpolation, derivative estimation and model identification from sparse multi-experiment time series data via neural ODEs.
William BradleyRon VolkovinskyFani BoukouvalaPublished in: Eng. Appl. Artif. Intell. (2024)
Keyphrases
- statistical model
- probabilistic model
- prior knowledge
- high dimensional
- mathematical model
- parameter estimation
- monte carlo simulation
- sparse sampling
- neuron model
- neural model
- maximum likelihood estimation
- estimation algorithm
- biologically inspired
- neural network model
- conceptual model
- em algorithm
- probability distribution