Papers matching “deep learning surrogate model” 44
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Characterization, propagation, and sensitivity analysis of uncertainties in the directed energy deposition process using a deep learning-based surrogate model2022 Probabilistic Engineering Mechanics article Engineering Additive Manufacturing Materials and Processes Open access
Thinh Quy Duc Pham, Truong‐Vinh Hoang, Seifallah Fetni, Laurent Duchêne, Hoang Son Tran, Anne Marie Habraken
20citations -
Uncertainty Quantification in the Directed Energy Deposition Process Using Deep Learning-Based Probabilistic Approach2022 Key engineering materials article Engineering Additive Manufacturing Materials and Processes Open access
Thinh Quy Duc Pham, Truong‐Vinh Hoang, Seifallah Fetni, Laurent Duchêne, Hoang Son Tran, Anne Marie Habraken
4citations -
Systematic framework for deep learning-based predictive injection control with Bayesian hyperparameter optimization for a hydrogen/diesel dual-fuel engine2025 Control Engineering Practice article Engineering Advanced Control Systems Optimization Open access cited by 1 patent
Hossein Mehnatkesh, Alexander Winkler, Edward Sperling, Javad Kheyrollahi, Mahdi Shahbakhti, David C. Gordon, +1 more
16citations -
Complementing Drawability Assessment of Deep-Drawn Components With Surrogate-Based Global Sensitivity Analysis2024 ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems Part B Mechanical Engineering article Decision Sciences Probabilistic and Robust Engineering Design
Tobias Lehrer, Arne Kaps, Ingolf Lepenies, Elena Raponi, Marcus M. Wagner, Fabian M. E. Duddeck
5citations -
Machine learning-driven discovery of high-performance MEMS disk resonator gyroscope structural topologies2024 Microsystems & Nanoengineering article Engineering Advanced MEMS and NEMS Technologies Open access
Chen Chen, Jinqiu Zhou, Hongyi Wang, Xinyue Song, Jianbing Xie, Thomas Bäck, +1 more
23citations -
Interpreting Black-box Machine Learning Models for High Dimensional Datasets2023 IEEE International Conference on Data Science and Advanced Analytics (DSAA) conference-paper Computer Science Explainable Artificial Intelligence (XAI) Open access
Md Shajalal, Alexander Graß, Till Döhmen, Sisay Adugna Chala, Alexander Boden, Christian Beecks, +1 more
19citations -
Deep learning based non-contact physiological monitoring in Neonatal Intensive Care Unit2022 Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society conference-paper Engineering Non-Invasive Vital Sign Monitoring
Nicky Nirlipta Sahoo, Balamurali Murugesan, Ayantika Das, Srinivasa Karthik, Keerthi Ram, Steffen K. Leonhardt, +2 more
20citations