Search Results for author: Birupaksha Pal

Found 2 papers, 0 papers with code

A novel data generation scheme for surrogate modelling with deep operator networks

no code implementations24 Feb 2024 Shivam Choubey, Birupaksha Pal, Manish Agrawal

In general, towards operator surrogate modeling, the training data is generated by solving the PDEs using techniques such as Finite Element Method (FEM).

GPR Operator learning

A novel framework for generalization of deep hidden physics models

no code implementations9 Jan 2024 Vijay Kag, Birupaksha Pal

Modelling of systems where the full system information is unknown is an oft encountered problem for various engineering and industrial applications, as it's either impossible to consider all the complex physics involved or simpler models are considered to keep within the limits of the available resources.

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