A Review of Machine Learning Methods Applied to Structural Dynamics and
Vibroacoustic

A Review of Machine Learning Methods Applied to Structural Dynamics and Vibroacoustic

13 April 2022

Barbara Z Cunha

Stéphane Foulard

Papers citing "A Review of Machine Learning Methods Applied to Structural Dynamics and Vibroacoustic"

14 / 14 papers shown

Title
ServoLNN: Lagrangian Neural Networks Driven by Servomechanisms Brandon Johns Zhuomin Zhou Elahe Abdi PINN 3DV 58 0 0 27 Feb 2025
Convergence and error analysis of PINNs Nathan Doumèche Gérard Biau D. Boyer PINN AI4CE 32 16 0 02 May 2023
Physics-informed machine learning for Structural Health Monitoring E. Cross S. Gibson M. R. Jones D. J. Pitchforth S. Zhang T. Rogers AI4CE 33 33 0 30 Jun 2022
On Machine Learning-Driven Surrogates for Sound Transmission Loss Simulations Barbara Z Cunha A. Zine M. Ichchou C. Droz Stéphane Foulard AI4CE 9 4 0 25 Apr 2022
Provable Regret Bounds for Deep Online Learning and Control Xinyi Chen Edgar Minasyan Jason D. Lee Elad Hazan 11 6 0 15 Oct 2021
Lagrangian Neural Network with Differentiable Symmetries and Relational Inductive Bias Ravinder Bhattoo Sayan Ranu N. M. A. Krishnan AI4CE 34 4 0 07 Oct 2021
Combining Physics and Deep Learning to learn Continuous-Time Dynamics Models M. Lutter Jan Peters PINN AI4CE 29 38 0 05 Oct 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 253 4,764 0 24 Feb 2021
Extending Lagrangian and Hamiltonian Neural Networks with Differentiable Contact Models Yaofeng Desmond Zhong Biswadip Dey Amit Chakraborty 52 34 0 12 Feb 2021
User Response Prediction in Online Advertising Zhabiz Gharibshah Xingquan Zhu OffRL 52 45 0 07 Jan 2021
Physics guided machine learning using simplified theories Suraj Pawar Omer San Burak Aksoylu Adil Rasheed T. Kvamsdal PINN AI4CE 92 87 0 18 Dec 2020
B-PINNs: Bayesian Physics-Informed Neural Networks for Forward and Inverse PDE Problems with Noisy Data Liu Yang Xuhui Meng George Karniadakis PINN 170 756 0 13 Mar 2020
Integrating Scientific Knowledge with Machine Learning for Engineering and Environmental Systems J. Willard X. Jia Shaoming Xu M. Steinbach Vipin Kumar AI4CE 83 387 0 10 Mar 2020
Symplectic Recurrent Neural Networks Zhengdao Chen Jianyu Zhang Martín Arjovsky Léon Bottou 139 219 0 29 Sep 2019