Vispi Nevile Karkaria

PhD student, Mechanical Engineering, Northwestern University

Joined

October 2024

Names

Vispi Nevile Karkaria (Preferred)

,

Vispi Karkaria

Emails

****@u.northwestern.edu (Confirmed)

Personal Links

Career & Education History

PhD student

Mechanical Engineering , Northwestern University (northwestern.edu)

2021 – 2026

Advisors, Relations & Conflicts

PhD Advisor

2021 – 2026

Expertise

No areas of expertise listed

Publications

Towards Intelligent Manufacturing: Spatio-Temporal Learning of Process–Material Dynamics with Attention-Driven Neural Operators
Vispi Nevile Karkaria, Doksoo Lee, Yi-Ping Chen, Ying-Kuan Tsai, Yue Yu, Wei Chen
- AI4Mat-ICLR-2026 Poster
- Readers: Everyone
ASNO: An Interpretable Attention-Based Spatio-Temporal Neural Operator for Robust Scientific Machine Learning
Vispi Nevile Karkaria, Doksoo Lee, Yi-Ping Chen, Yue Yu, Wei Chen
- ICML 2025 R2-FM Workshop Poster
- Readers: Everyone
A Digital Twin Framework Utilizing Machine Learning for Robust Predictive Maintenance: Enhancing Tire Health Monitoring
Vispi Karkaria, Jie Chen, Christopher Luey, Chase Siuta, Damien Lim, Robert Radulescu, Wei Chen
- CoRR 2024
- Readers: Everyone
Towards a Digital Twin Framework in Additive Manufacturing: Machine Learning and Bayesian Optimization for Time Series Process Optimization
Vispi Karkaria, Anthony Goeckner, Rujing Zha, Jie Chen, Jianjing Zhang, Qi Zhu, Jian Cao, Robert X. Gao, Wei Chen
- CoRR 2024
- Readers: Everyone

Co-Authors