SBMLtoODEjax: efficient simulation and optimization of ODE SBML models in JAX.
Mayalen EtcheverryMichael LevinClément Moulin-FrierPierre-Yves OudeyerPublished in: CoRR (2023)
Keyphrases
- simulation models
- cost effective
- computationally expensive
- mathematical models
- reinforcement learning
- data structure
- prior knowledge
- probabilistic model
- parameter estimation
- optimization algorithm
- global optimization
- ordinary differential equations
- database
- statistical models
- experimental data
- computationally efficient
- genetic algorithm
- real time