Umesh Kizhakkinan

According to our database, Umesh Kizhakkinan authored at least 3 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Data-driven surrogate modelling of residual stresses in Laser Powder-Bed Fusion.

Lucas Lestandi, Jian Cheng Wong, Guoying Dong, Shemuel Joash Kuehsamy, J. Mikula, Guglielmo Vastola, Umesh Kizhakkinan, C. S. Ford, David William Rosen, My Ha Dao, Mark Hyunpong Jhon

Int. J. Comput. Integr. Manuf., June, 2024

2023

Development of a surrogate model for high-fidelity laser powder-bed fusion using tensor train and gaussian process regression.

Umesh Kizhakkinan, Pham Luu Trung Duong, Robert Laskowski, Guglielmo Vastola, David W. Rosen, Nagarajan Raghavan

J. Intell. Manuf., 2023

2022

Graph Neural Network Based Surrogate Model of Physics Simulations for Geometry Design.

Jian Cheng Wong, Chin Chun Ooi, Joyjit Chattoraj, Lucas Lestandi, Guoying Dong, Umesh Kizhakkinan, David William Rosen, Mark Hyunpong Jhon, My Ha Dao

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022