C
search
search
reviewers
reviewers
feeds
feeds
assignments
assignments
settings
logout
Umesh Kizhakkinan
ORCID
Publication Activity (10 Years)
Years Active: 2022-2023
Publications (10 Years): 3
Top Topics
Gaussian Process Regression
Metamodel
High Fidelity
Simulation Environment
Top Venues
CoRR
SSCI
J. Intell. Manuf.
</>
Publications
</>
Jian Cheng Wong
,
Chin Chun Ooi
,
Joyjit Chattoraj
,
Lucas Lestandi
,
Guoying Dong
,
Umesh Kizhakkinan
,
David William Rosen
,
Mark Hyunpong Jhon
,
My Ha Dao
Graph Neural Network Based Surrogate Model of Physics Simulations for Geometry Design.
CoRR
(2023)
Umesh Kizhakkinan
,
Pham Luu Trung Duong
,
Robert Laskowski
,
Guglielmo Vastola
,
David W. Rosen
,
Nagarajan Raghavan
Development of a surrogate model for high-fidelity laser powder-bed fusion using tensor train and gaussian process regression.
J. Intell. Manuf.
34 (1) (2023)
Jian Cheng Wong
,
Chin Chun Ooi
,
Joyjit Chattoraj
,
Lucas Lestandi
,
Guoying Dong
,
Umesh Kizhakkinan
,
David William Rosen
,
Mark Hyunpong Jhon
,
My Ha Dao
Graph Neural Network Based Surrogate Model of Physics Simulations for Geometry Design.
SSCI
(2022)