Biologically-informed neural networks guide mechanistic modeling from sparse experimental data.
John H. LagergrenJohn T. NardiniRuth E. BakerMatthew J. SimpsonKevin B. FloresPublished in: PLoS Comput. Biol. (2020)
Keyphrases
- high dimensional
- experimental data
- neural network
- dynamic model
- pattern recognition
- physical models
- mathematical models
- back propagation
- causal structure
- fuzzy logic
- neural nets
- hybrid models
- fuzzy cognitive maps
- finite element model
- multilayer perceptron
- feed forward
- probability distribution
- artificial neural networks