2 papers
cs.CE2024
Finite elements for Matérn-type random fields: Uncertainty in computational mechanics and design optimization
Tobias Duswald, Brendan Keith, Boyan Lazarov +2
This work highlights an approach for incorporating realistic uncertainties into scientific computing workflows based on finite elements, focusing on applications in computational m…
cs.CE2024
Calibration of stochastic, agent-based neuron growth models with Approximate Bayesian Computation
Tobias Duswald, Lukas Breitwieser, Thomas Thorne +2
Understanding how genetically encoded rules drive and guide complex neuronal growth processes is essential to comprehending the brain's architecture, and agent-based models (ABMs)…