Jiangce Chen

According to our database, Jiangce Chen authored at least 8 papers between 2020 and 2026.

Collaborative distances:

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

2026

Enabling inverse design of metamaterials via trustworthy and interpretable representation learning with epistemic uncertainty awareness.

Jiangce Chen, Jury Alrumaihi, Nikhil Gupta

Eng. Appl. Artif. Intell., 2026

2025

Enforcing the principle of locality for physical simulations with neural operators.

Jiangce Chen, Wenzhuo Xu, Zeda Xu, Noelia Grande Gutiérrez, Sneha Prabha Narra, Christopher McComb

J. Comput. Phys., 2025

2024

Taming Connectedness in Machine-Learning-Based Topology Optimization with Connectivity Graphs.

MohammadMahdi Behzadi, Jiangce Chen, Horea T. Ilies

Comput. Aided Des., March, 2024

Accelerating Thermal Simulations in Additive Manufacturing by Training Physics-Informed Neural Networks With Randomly Synthesized Data.

Jiangce Chen, Justin Pierce, Glen Williams, Timothy W. Simpson, Nicholas A. Meisel, Sneha Prabha Narra, Christopher McComb

J. Comput. Inf. Sci. Eng., January, 2024

Data Scoping: Effectively Learning the Evolution of Generic Transport PDEs.

Jiangce Chen, Wenzhuo Xu, Zeda Xu, Noelia Grande Gutiérrez, Sneha Prabha Narra, Christopher McComb

CoRR, 2024

2023

Capturing Local Temperature Evolution during Additive Manufacturing through Fourier Neural Operators.

Jiangce Chen, Wenzhuo Xu, Martha Baldwin, Björn Nijhuis, Ton van den Boogaard, Noelia Grande Gutiérrez, Sneha Prabha Narra, Christopher McComb

CoRR, 2023

2022

Graph-Based Shape Analysis for Heterogeneous Geometric Datasets: Similarity, Retrieval and Substructure Matching.

Jiangce Chen, Horea T. Ilies, Caiwen Ding

Comput. Aided Des., 2022

2020

Maximal Disjoint Ball Decompositions for shape modeling and analysis.

Jiangce Chen, Horea T. Ilies

Comput. Aided Des., 2020