Gregory J. Wagner

According to our database, Gregory J. Wagner authored at least 5 papers between 2019 and 2025.

Collaborative distances:

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

2025

Tensor-decomposition-based A Priori Surrogate (TAPS) modeling for ultra large-scale simulations.

Jiachen Guo, Gino Domel, Chanwook Park, Hantao Zhang, Ozgur Can Gumus, Ye Lu, Gregory J. Wagner, Dong Qian, Jian Cao, Thomas J. R. Hughes, Wing Kam Liu

CoRR, March, 2025

2024

Convolutional Hierarchical Deep Learning Neural Networks-Tensor Decomposition (C-HiDeNN-TD): a scalable surrogate modeling approach for large-scale physical systems.

Jiachen Guo, Chanwook Park, Xiaoyu Xie, Zhongsheng Sang, Gregory J. Wagner, Wing Kam Liu

CoRR, 2024

Engineering software 2.0 by interpolating neural networks: unifying training, solving, and calibration.

Chanwook Park, Sourav Saha, Jiachen Guo, Xiaoyu Xie, Satyajit Mojumder, Miguel A. Bessa, Dong Qian, Wei Chen, Gregory J. Wagner, Jian Cao, Wing Kam Liu

CoRR, 2024

2023

Statistical Parameterized Physics-Based Machine Learning Digital Twin Models for Laser Powder Bed Fusion Process.

Yangfan Li, Satyajit Mojumder, Ye Lu, Abdullah Al Amin, Jiachen Guo, Xiaoyu Xie, Wei Chen, Gregory J. Wagner, Jian Cao, Wing Kam Liu

CoRR, 2023

2019

A volume-conserving balanced-force level set method on unstructured meshes using a control volume finite element formulation.

Stephen Lin, Jinhui Yan, Dmitriy Kats, Gregory J. Wagner

J. Comput. Phys., 2019