Scholar

Hongyi Xu

Google Scholar ID: xjvn4xgAAAAJ

Associate Professor at University of Connecticut | Ford R&A | '14 PhD, Northwestern

Engineering DesignDigital ManufacturingArtificial IntelligenceMicrostructureMetamaterial

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Citations & Impact

All-time

Citations

2,434

H-index

26

i10-index

49

Publications

20

Co-authors

20

list available

Publications

4 items

Adversarial Agents on Topology Optimization: Understanding the Fragility and Robustness of Deep Learning-based and Physics-Based Design Models under Adversarial Perturbation

2026

Cited

0

Physics-Distilled Neural Network enabled by Large Language Models for Manufacturing Process-Property Predictive Modeling

2026

Cited

0

GPT-Micro: A large language paradigm for accelerated, inexpensive, and thermodynamics-consistent discovery of constitutive models in manufacturing

2026

Cited

0

MCERF: Advancing Multimodal LLM Evaluation of Engineering Documentation with Enhanced Retrieval

Journal of Mechanical Design · 2026

Cited

0

Co-authors

6 total

Northwestern University

Duke University

Walter P. Murphy Professor of Mechanical Engineering

Ramin Bostanabad

University of California, Irvine

Martin Z. Bazant

E. G. Roos (1944) Professor of Chemical Engineering and Mathematics, MIT

Associate Professor, Rutgers University