Xuyang Li

Assistant Professor, University of North Carolina at Charlotte

Joined

January 2024

Names

Xuyang Li (Preferred)

Emails

****@msu.edu (Confirmed)

****@psu.edu (Confirmed)

****@charlotte.edu (Confirmed)

Personal Links

Homepage

ORCID

Career & Education History

Assistant Professor

University of North Carolina at Charlotte (charlotte.edu)

2025 – Present

Postdoc

Information Sciences and Technology, Pennsylvania State University (psu.edu)

2024 – 2025

PhD student

Civil and Environmental Engineering, Michigan State University (msu.edu)

2019 – 2024

MS student

Civil and Environmental Engineering, Michigan State University (msu.edu)

2017 – 2019

Advisors, Relations & Conflicts

Postdoc Advisor

Romit Maulik

2024 – 2025

PhD Advisor

Nizar Lajnef

2019 – 2024

PhD Advisor

Vishnu Boddeti

2019 – 2024

Expertise

Scientific Machine Learning

Present

Parameter Estimation

Present

Publications

Neural-VSI: Variational System Identification of Structural Parameter Fields in High-Order PDEs
Xuyang Li, Mahdi Masmoudi, Rami Gharbi, Nizar Lajnef, Vishnu Boddeti, John Harlim, Romit Maulik
- AI&PDE Poster
- Readers: Everyone
UNED: One-shot Uncertainty-aware Neural Experimental Design for Transient PDEs
Mahdi Masmoudi, Xuyang Li, Rami Gharbi, Nizar Lajnef, Vishnu Boddeti
- AI&PDE Poster
- Readers: Everyone
Data-driven mechanical behavior modeling of granular biomass materials
Xuyang Li, Wencheng Jin, Jordan Klinger, Nepu Saha, Nizar Lajnef
- Computers and Geotechnics
- Readers: Everyone
Mechanics-informed autoencoder enables automated detection and localization of unforeseen structural damage
Xuyang Li, Hamed Bolandi, Mahdi Masmoudi, Talal Salem, Ankush Jha, Nizar Lajnef, Vishnu Naresh Boddeti
- Nature Communications
- Readers: Everyone
ParaFIND: Parameter Field Inference on Non-uniform Domains using Neural Network
Mahdi Masmoudi, Xuyang Li, Nizar Lajnef, Vishnu Boddeti
- D3S3 2024 Poster
- Readers: Everyone
Estimating Field Parameters from Multiphysics Governing Equations with Scarce Data
Xuyang Li, Mahdi Masmoudi, Nizar Lajnef, Vishnu Boddeti
- AI4DiffEqtnsInSci @ ICLR 2024 Poster
- Readers: Everyone
NeuralSI: Structural Parameter Identification in Nonlinear Dynamical Systems
Xuyang Li, Hamed Bolandi, Talal Salem, Nizar Lajnef, Vishnu Naresh Boddeti
- Crossref
- Readers: Everyone

Xuyang Li

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Neural-VSI: Variational System Identification of Structural Parameter Fields in High-Order PDEs

UNED: One-shot Uncertainty-aware Neural Experimental Design for Transient PDEs

Data-driven mechanical behavior modeling of granular biomass materials

Mechanics-informed autoencoder enables automated detection and localization of unforeseen structural damage

ParaFIND: Parameter Field Inference on Non-uniform Domains using Neural Network

Estimating Field Parameters from Multiphysics Governing Equations with Scarce Data

NeuralSI: Structural Parameter Identification in Nonlinear Dynamical Systems

Co-Authors