Hongyi Xu

University of Connecticut — United States

Computer Science · Physical Sciences

29h-index2.9kcitations146works3.02yr avg
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Research Topics

Advanced Multi-Objective Optimization Algorithms(23), Probabilistic and Robust Engineering Design(19), Advancements in Battery Materials(18), Composite Material Mechanics(14), Machine Learning in Materials Science(14)

Publications146 total

Depression level assessment based on multi-layer graph neural networks applied to facial videos
Neurocomputing·2025
Operational resilience of additively manufactured parts to stealthy cyberphysical attacks using geometric and process digital twins
Journal of Manufacturing Systems·2025· 2 cited
Digital finance, technology business incubation, and industrial chain resilience
Finance research letters·2025· 1 cited
Exploring the role of stochasticity in lattice structures for crush energy absorption capabilities
Thin-Walled Structures·2025
Designing Periodic Metamaterials Inspired by Stochastic Microstructures via Texture-Synthesis-Driven Explainable AI
Journal of Mechanical Design·2025
Textures Synthesis-Based XAI Approach for Designing Periodic Metamaterials Inspired by Stochastic Microstructures
2025
Multi-position metamaterial switch enables adjustable bandgaps for guiding elastic waves
AIP Advances·2025Open Access
Band gap analysis and prediction for phononic metamaterials with different spiral shapes based on transfer learning
Extreme Mechanics Letters·2025· 2 cited
Large language models for extrapolative modeling of manufacturing processes
Journal of Intelligent Manufacturing·2025· 3 citedOpen Access
Rapid Real-Time Defect Mitigation for Hardening In-Field Additive Manufacturing to Unknown Extraneous Disturbances
2025
X-Dyna: Expressive Dynamic Human Image Animation
2025
Scalable control of extraneously induced defects in in-field additive manufacturing
Journal of Manufacturing Processes·2025· 4 citedOpen Access
Exascale granular microstructure reconstruction in 3D volumes of arbitrary geometries with generative learning
Acta Materialia·2025· 1 citedOpen Access
An uncertainty-aware deep learning framework-based robust design optimization of metamaterial units
Structural and Multidisciplinary Optimization·2025· 7 cited
Orally Administrated Inulin-Modified Nanozymes for CT-Guided IBD Theranostics
International Journal of Nanomedicine·2025· 2 citedOpen Access
A Multidisciplinary Multimodal Aligned Dataset for Academic Data Processing
Scientific Data·2025Open Access
Pressure effects on lithium anode/nickel-manganese-cobalt oxide cathode pouch cells through fixture design
Device·2025· 2 citedOpen Access
X-Dyna: Expressive Dynamic Human Image Animation
arXiv (Cornell University)·2025Open Access
Depression Level Assessment Based on Multi-layer Graph Neural Networks Applied to Facial Videos
SSRN Electronic Journal·2025Open Access
Development of 3DED/MicroED Facility at the University of Queensland
2025Open Access
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Frequent Co-authors

Juner Zhu(6), Junhe Yang(6), Wei Chen(5), Xuming Su(5), Zhangxing Chen(5), Chengxin Peng(5), Shiyou Zheng(5), Zihan Wang(5), Danielle Zeng(4), Fei Dong(4), Cristian Sminchisescu(3), Wing Kam Liu(3), Donal P. Finegan(3), Wei Li(3), Yuhua Yan(3), Leidong Xu(3), Jihun Song(3), Dmitriy A. Dikin(2), Craig Burkhart(2), Catherine Brinson(2)