Denny Thaler

A comparison of two neural network architectures for fast structural response prediction

B. Markert, F. Bamer, Denny Thaler, 2021, PAMM.

Training Data Selection for Machine Learning-Enhanced Monte Carlo Simulations in Structural Dynamics

B. Markert, F. Bamer, Denny Thaler, 2022, Applied Sciences.

A machine learning enhanced structural response prediction strategy due to seismic excitation

Bernd Markert, Franz Bamer, Denny Thaler, 2021, PAMM.

Machine‐learning‐enhanced tail end prediction of structural response statistics in earthquake engineering

M. Stoffel, B. Markert, F. Bamer, 2021, Earthquake Engineering & Structural Dynamics.

A Monte Carlo Simulation Approach in Non-linear Structural Dynamics Using Convolutional Neural Networks

M. Stoffel, B. Markert, F. Bamer, 2021, Frontiers in Built Environment.