3 papers
cs.CE2026
Inverse prediction of capacitor multiphysics dynamic parameters using deep generative model
Kart-Leong Lim, Rahul Dutta, Mihai Rotaru
Finite element simulations are run by package design engineers to model design structures. The process is irreversible meaning every minute structural adjustment requires a fresh i…
cs.CE2026
Physics Informed Neural Network using Finite Difference Method
Kart Leong Lim, Rahul Dutta, Mihai Rotaru
In recent engineering applications using deep learning, physics-informed neural network (PINN) is a new development as it can exploit the underlying physics of engineering systems.…
cs.AI2025
Prognostics and Health Management of Wafer Chemical-Mechanical Polishing System using Autoencoder
Kart-Leong Lim, Rahul Dutta
The Prognostics and Health Management Data Challenge (PHM) 2016 tracks the health state of components of a semiconductor wafer polishing process. The ultimate goal is to develop an…