Victor M Castillo

Joined

January 2023

Names

Victor M Castillo (Preferred)

Emails

****@llnl.gov (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Principal Researcher

CED, Lawrence Livermore National Labs (llnl.gov)

1998 – 2025

Advisors, Relations & Conflicts

Postdoc Advisee

2022 – 2025

Postdoc Advisee

2020 – 2025

PhD Advisor

William G. Hoover

1995 – 2000

Expertise

Machine Learning

1989 – 2025

Manufacturing

1985 – 2025

Computational Physics

1982 – 2025

Publications

M4GN: Mesh-based Multi-segment Hierarchical Graph Network for Dynamic Simulations
Bo Lei, Victor M Castillo, Yeping Hu
- Accepted by TMLR
- Readers: Everyone
Physically Aligned Hierarchical Mesh-based Network for Dynamic System Simulation
Bo Lei, Victor M Castillo, Yeping Hu
- Submitted to ICLR 2025
- Readers: Everyone
Predicting Fluid Dynamics in Physical-informed Mesh-reduced Space
Yeping Hu, Bo Lei, Victor M Castillo
- Published: 03 Mar 2023, Last Modified: 01 Apr 2023
- Physics4ML Poster
- Readers: Everyone

Co-Authors