Surrogate assisted active subspace and active subspace assisted surrogate—A new paradigm for high dimensional structural reliability analysis N Navaneeth, S Chakraborty Computer Methods in Applied Mechanics and Engineering 389, 114374, 2022 | 30 | 2022 |
Physics informed WNO N Navaneeth, T Tripura, S Chakraborty Computer Methods in Applied Mechanics and Engineering 418, 116546, 2024 | 29* | 2024 |
Koopman operator for time-dependent reliability analysis N Navaneeth, S Chakraborty Probabilistic Engineering Mechanics 70, 103372, 2022 | 13 | 2022 |
Stochastic projection based approach for gradient free physics informed learning N Navaneeth, S Chakraborty Computer Methods in Applied Mechanics and Engineering 406, 115842, 2023 | 11 | 2023 |
Waveformer for modeling dynamical systems N Navaneeth, S Chakraborty Mechanical Systems and Signal Processing 211, 111253, 2024 | 6 | 2024 |
Enhanced multi-fidelity modeling for digital twin and uncertainty quantification NNASDSAS Chakraborty Probabilistic Engineering Mechanics 74 (0266-8920), 103525, 2023 | 5 | 2023 |
Harnessing physics-informed operators for high-dimensional reliability analysis problems N Navaneeth, S Chakraborty arXiv preprint arXiv:2409.04708, 2024 | | 2024 |
Stochastic Projection-based Physics Informed Neural Network for Solving PDEs N Navaneeth, S Chakrabortya | | |