MULTIBAT: Unified workflow for fast electrochemical 3D simulations of lithium-ion cells combining virtual stochastic microstructures, electrochemical degradation models and model order reduction.
Julian FeinauerSimon HeinStephan RaveSebastian SchmidtDaniel WesthoffJochen ZauschOleg IlievArnulf LatzMario OhlbergerVolker SchmidtPublished in: J. Comput. Sci. (2019)
Keyphrases
- probabilistic model
- modeling framework
- stochastic model
- statistical model
- stochastic models
- hybrid model
- high level
- prediction model
- generic model
- experimental data
- classification models
- learning models
- mathematical models
- mathematical model
- analytical model
- neural network model
- computational model
- parametric models
- linear models
- stochastic process
- multiple models
- random fields
- monte carlo simulation
- statistical methods
- process model
- virtual world
- prior knowledge
- objective function