An efficient response identification strategy for nonlinear structures subject to nonstationary generated seismic excitations

• Reliability analysis of complex systems using subset simulations with Hamiltonian Neural Networks

  2024 Structural Safety article Decision Sciences Probabilistic and Robust Engineering Design Open access

  24

  citations
• Enhanced Hamiltonian Monte Carlo simulations using Hamiltonian neural networks

  2023 PAMM article Mathematics Markov Chains and Monte Carlo Methods Open access

  3

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

  2022 Applied Sciences article Engineering Structural Health Monitoring Techniques Open access

  19

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

  2021 PAMM article Engineering Structural Health Monitoring Techniques Open access

  4

  citations
• A non‐incremental solution procedure for elastoplastic problems in structural mechanics

  2021 PAMM article Engineering Advanced Numerical Methods in Computational Mathematics Open access

  0

  citations
• A non-incremental numerical method for dynamic elastoplastic problems by the symplectic Brezis–Ekeland–Nayroles principle

  2021 Computer Methods in Applied Mechanics and Engineering article Engineering Advanced Numerical Methods in Computational Mathematics Open access

  6

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

  2021 Frontiers in Built Environment article Engineering Seismic Performance and Analysis Open access

  15

  citations
• A Newmark space-time formulation in structural dynamics

  2021 Computational Mechanics article Engineering Advanced Numerical Methods in Computational Mathematics Open access

  24

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

  2021 Earthquake Engineering & Structural Dynamics article Engineering Seismic Performance and Analysis Open access

  51

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

  2021 PAMM article Engineering Seismic Performance and Analysis Open access

  7

  citations
• Artificial Neural Networks in Motion Analysis—Applications of Unsupervised and Heuristic Feature Selection Techniques

  2020 Sensors article Engineering Gait Recognition and Analysis Open access

  38

  citations

11 results