Publications

Mapping fluid structuration to flow enhancement in nanofluidic channels
The Journal of Chemical Physics · Special Collection: Machine Learning Hits Molecular Simulations · June 2023

Designed physics-informed neural network models to predict flow enhancement factors in nanofluidic channels using deep learning.

Prediction of Cloud Server Job Failures using Machine Learning based KNN Classification and LSTM Modelling
International Journal of Engineering Research and Technology (IJERT) · July 2021

Designed a KNN classification and LSTM modeling based pipeline to anticipate cloud job failures with 94% accuracy.