Bridging finite element and deep learning: High-resolution stress distribution prediction in structural components H Bolandi, X Li, T Salem, VN Boddeti, N Lajnef Frontiers of Structural and Civil Engineering 16 (11), 1365-1377, 2022 | 22 | 2022 |
Functionally graded materials beams subjected to bilateral constraints: Structural instability and material topology T Salem, P Jiao, I Zaabar, X Li, R Zhu, N Lajnef International Journal of Mechanical Sciences 194, 106218, 2021 | 18 | 2021 |
Deep learning paradigm for prediction of stress distribution in damaged structural components with stress concentrations H Bolandi, X Li, T Salem, VN Boddeti, N Lajnef Advances in Engineering Software 173, 103240, 2022 | 13 | 2022 |
Physics informed neural network for dynamic stress prediction H Bolandi, G Sreekumar, X Li, N Lajnef, VN Boddeti Applied Intelligence 53 (22), 26313-26328, 2023 | 6 | 2023 |
Methods for the rapid detection of boundary condition variations in structural systems X Li, T Salem, H Bolandi, V Boddeti, N Lajnef Smart Materials, Adaptive Structures and Intelligent Systems 86274, V001T05A004, 2022 | 3 | 2022 |
Neuro-DynaStress: Predicting Dynamic Stress Distributions in Structural Components H Bolandi, G Sreekumar, X Li, N Lajnef, VN Boddeti arXiv preprint arXiv:2301.02580, 2022 | 1 | 2022 |
NeuralSI: Structural Parameter Identification in Nonlinear Dynamical Systems X Li, H Bolandi, T Salem, N Lajnef, VN Boddeti European Conference on Computer Vision, 332-348, 2022 | 1 | 2022 |
Postbuckling of multi-direction anisotropic constrained functionally graded material beams T Salem, N Lajnef, P Jiao, X Li, I Zaabar Behavior and Mechanics of Multifunctional Materials XV 11589, 88-96, 2021 | 1 | 2021 |
Estimating field parameters from multiphysics governing equations with scarce data X Li, M Masmoudi, N Lajnef, V Boddeti ICLR 2024 Workshop on AI4DifferentialEquations In Science, 2024 | | 2024 |
Mechanics-Informed Autoencoder Enables Automated Detection and Localization of Unforeseen Structural Damage X Li, H Bolandi, M Masmoudi, T Salem, N Lajnef, VN Boddeti arXiv preprint arXiv:2402.15492, 2024 | | 2024 |