Xinyi Xu

Zhejiang University — China

Materials Science · Physical Sciences

7h-index496citations20works1.02yr avg
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Research Topics

Glass properties and applications(9), Recycling and utilization of industrial and municipal waste in materials production(5), Phase-change materials and chalcogenides(3), Dental materials and restorations(2), Dental Implant Techniques and Outcomes(2)

Publications20 total

Molecular and Cellular Underpinnings of Spatial Heterogeneity in Fetal Cortical Folding
2026Open Access
Predicting Distant Metastasis in Head and Neck Squamous Cell Carcinoma: A Machine Learning Analysis of 31,060 Patients from the SEER Database
Journal of Maxillofacial and Oral Surgery·2025
Building Distant Metastasis Models for HNSCC Using Machine Learning Techniques
2024Open Access
Multi-modal multi-resolution atlas of the human neonatal cerebral cortex based on microstructural similarity
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2024
Iron-Induced Structural Rearrangements and Their Impact on Sulfur Solubility in Borosilicate-Based Nuclear Waste Glasses
The Journal of Physical Chemistry C·2024· 5 citedOpen Access
Corrosion behavior of Monofrax K‐3 refractory in borosilicate‐based model low activity waste glass melts
Journal of the American Ceramic Society·2023· 5 citedOpen Access
Estimation of farmland soil roughness based on digital photo processing technology
2022
Gradient Driven Rewards to Guarantee Fairness in Collaborative Machine Learning
Neural Information Processing Systems·2021· 32 cited
Impact of Experimental Protocols on the Flexural Strength Testing of Lithium Disilicate-Based Dental Glass-Ceramics
Transactions of the Indian Ceramic Society·2021
Machine Learning Enabled Models to Predict Sulfur Solubility in Nuclear Waste Glasses
ACS Applied Materials & Interfaces·2021· 23 citedOpen Access
Interaction between Phonological and Semantic Processes in Visual Word Recognition using Electrophysiology
Journal of Visualized Experiments·2021
Structural drivers controlling sulfur solubility in alkali aluminoborosilicate glasses
Journal of the American Ceramic Society·2021· 18 citedOpen Access
Weibull analysis on the flexural strength of lithium silicate glass-ceramics
Data Archiving and Networked Services (DANS)·2021Open Access
Machine learning for glass science and engineering: A review
Journal of Non-Crystalline Solids X·2019· 54 citedOpen Access
Machine learning for glass science and engineering: A review
Journal of Non-Crystalline Solids·2019· 128 citedOpen Access
Predicting the Young’s Modulus of Silicate Glasses using High-Throughput Molecular Dynamics Simulations and Machine Learning
Scientific Reports·2019· 176 citedOpen Access
Prediction of the Young's modulus of silicate glasses by topological constraint theory
Journal of Non-Crystalline Solids·2019· 48 cited
Prediction of Silicate Glasses' Stiffness by High-Throughput Molecular Dynamics Simulations and Machine Learning
arXiv (Cornell University)·2019· 3 citedOpen Access
[Clinical efficacy and effects of CAD/CAM zirconia all-ceramic crown and metal-ceramic crown restoration on periodontal tissues].
PubMed·2017· 4 cited
Estimation of high dimensional predictive densities
2005

Frequent Co-authors

Kai Yang(5), Mathieu Bauchy(5), Ashutosh Goel(5), Benjamin Yang(3), B. Cook(2), Herbert Ramos(2), Morten M. Smedskjær(2), Christian G. Hoover(2), Han Liu(2), Zipeng Fu(2), Randall E. Youngman(2), Rajan Saini(2), Chaohong Ma(2), Yaoqi Chen(2), Jingjing Mao(2), Jiawen Xue(2), N. M. Anoop Krishnan(1), Lingjuan Lyu(1), Xingjun Ma(1), Chenglin Miao(1)