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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Hanh Bich Vu

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Sep 2026

Learning Structure–Dynamics Relationships in Metallic Glasses from Atomic Configurations Using Machine Learning and DeepSets

Understanding the relationship between atomic structure and relaxation dynamics is essential for revealing the physical behavior of metallic glasses. In this work, we integrate molecular dynamics simulations, Elastically Collective Nonlinear Langevin Equation theory, and artificial intelligence to investigate both th...

Hanh Bich Vu, Ngo T. Que, Anh D. Phan · 0 citations
Conference Open access Aug 2026

Machine Learning–ECNLE Integrated Framework for Predicting the Molecular Relaxation Dynamics of Metallic Glasses

We combine machine learning and theoretical modelling to predict and analyze the thermal and molecular dynamics properties of metallic glasses. First, we use machine learning models to estimate the glass transition temperature (Tg) from alloy compositions. Our approach uses the most minimal input features to date, simp...

Ngo T. Que, Hanh Bich Vu, Nguyen T. T. Duyen et al. · 0 citations
Conference Open access Aug 2026

Predicting Polymer Thermal Properties with Machine Learning and Small Language Models

This study explores data-driven approaches for predicting the thermal decomposition temperature of polymers using both classical machine learning (CML) models and a small language model (SLM), suggesting that small language models can serve as a valuable alternative modeling strategy for predicting polymer thermal prop...

Nguyen T. T. Duyen, Ngo T. Que, Hanh Bich Vu · 0 citations

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