Person
Denny Thaler
M. Sc.
Chair and Institute of General Mechanics
Address
Building: 1220
Room: 407
Eilfschornsteinstraße 18
52062 Aachen
Publications
| Title | Author(s) |
|---|---|
| Enhanced Hamiltonian Monte Carlo simulations using Hamiltonian neural networks Journal Article (2023) | Thaler, Denny Dhulipala, Somayajulu L. N. Bamer, Franz Markert, Bernd Shields, Michael D. |
| Training Data Selection for Machine Learning-Enhanced Monte Carlo Simulations in Structural Dynamics Contribution to a book, Journal Article (2022) | Thaler, Denny (Corresponding author) Elezaj, Leonard Bamer, Franz (Corresponding author) Markert, Bernd |
| A comparison of two neural network architectures for fast structural response prediction Contribution to a conference proceedings, Journal Article (2021) | Thaler, Denny (Corresponding author) Bamer, Franz Markert, Bernd |
| A Monte Carlo Simulation Approach in Non-linear Structural Dynamics Using Convolutional Neural Networks Journal Article (2021) | Bamer, Franz (Corresponding author) Thaler, Denny (Corresponding author) Stoffel, Marcus Markert, Bernd |
| Machine‐learning‐enhanced tail end prediction of structural response statistics in earthquake engineering Journal Article (2021) | Thaler, Denny Stoffel, Marcus Markert, Bernd Bamer, Franz (Corresponding author) |
| A machine learning enhanced structural response prediction strategy due to seismic excitation Contribution to a conference proceedings, Journal Article (2021) | Thaler, Denny (Corresponding author) Bamer, Franz Markert, Bernd |