Learning characteristic parameters and dynamics of centrifugal pumps under multi-phase flow using physics-informed neural networks

4 October 2023

Papers citing "Learning characteristic parameters and dynamics of centrifugal pumps under multi-phase flow using physics-informed neural networks"

3 / 3 papers shown

Title
A Digital twin for Diesel Engines: Operator-infused PINNs with Transfer Learning for Engine Health Monitoring Kamaljyoti Nath Varun V. Kumar Daniel J. Smith George Karniadakis 79 0 0 16 Dec 2024
Physics-informed neural networks for predicting gas flow dynamics and unknown parameters in diesel engines Kamaljyoti Nath Xuhui Meng Daniel J. Smith George Karniadakis PINN 28 20 0 26 Apr 2023
hp-VPINNs: Variational Physics-Informed Neural Networks With Domain Decomposition E. Kharazmi Zhongqiang Zhang George Karniadakis 128 509 0 11 Mar 2020