Surrogate Models

…and accelerate inference with surrogate models. The work aims to improve finite-element predictions under uncertain material, boundary and loading conditions. Applicants need a relevant doctorate and scientific-computing expertise, with experience in structural dynamics, model calibration or uncertainty quantification. Appointment: 12 months; advertised start 2027-01-01. 2788€ gross/month.

…These trained RNNs are then treated as surrogate models of biological neural circuits, whose properties can be dissected via dynamical systems analysis. How reliable are the mechanistic insights derived from this procedure? While recent advances in population-level recording technologies have allowed sim