Surrogate assisted active subspace and active subspace assisted surrogate - A new paradigm for high dimensional structural reliability analysis. - Navaneeth N.; Souvik Chakraborty (CoRR, 2021)

Koopman operator for time-dependent reliability analysis. - Navaneeth N.; Souvik Chakraborty (CoRR, 2022)

Stochastic projection based approach for gradient free physics informed learning. - Navaneeth N.; Souvik Chakraborty (CoRR, 2022)

Physics informed WNO. - Navaneeth N.; Tapas Tripura; Souvik Chakraborty (CoRR, 2023)

Enhanced multi-fidelity modelling for digital twin and uncertainty quantification. - Aarya Sheetal Desai; Navaneeth N.; Sondipon Adhikari; Souvik Chakraborty (CoRR, 2023)

Waveformer for modelling dynamical systems. - Navaneeth N.; Souvik Chakraborty (CoRR, 2023)

Harnessing physics-informed operators for high-dimensional reliability analysis problems. - Navaneeth N.; Tushar; Souvik Chakraborty (CoRR, 2024)

Geometry adaptive waveformer for cardio-vascular modeling. - Navaneeth N.; Souvik Chakraborty (Comput. Biol. Medicine, 2025)