Siyu Liu

Kunming University of Science and Technology — China

Materials Science · Physical Sciences

24h-index1.5kcitations78works3.32yr avg
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Research Topics

Quantum Dots Synthesis And Properties(17), Nanocluster Synthesis and Applications(11), Machine Learning in Materials Science(8), Chalcogenide Semiconductor Thin Films(7), Perovskite Materials and Applications(6)

Publications78 total

Tailoring bainitic transformation and mechanical properties in high-strength steel via Mn-induced chemical heterogeneity
Materials Letters·2025· 2 cited
Identification of key factors bioconcentration potential of organic chemicals in fish by integrating multimodal learning and ensemble learning strategies
Journal of Hazardous Materials·2025· 1 cited
Organic salt induced high mechanical strength, toughness and thermal reversible poly (vinyl alcohol)/gelatin hydrogel electrolytes for flexible all polymer supercapacitors
Chemical Engineering Journal·2025· 2 cited
Behavior of Mercury Ion Adsorption at <scp>AlGaN</scp> Surface and <scp>AlGaN</scp>/<scp>GaN</scp> Heterostructure Device Performance: First‐Principles and <scp>TCAD</scp> Study
International Journal of Numerical Modelling Electronic Networks Devices and Fields·2025
Ultrathin PtSe<sub>2</sub> Nanowires in Single‐Walled Carbon Nanotubes for Hydrogen Evolution Reaction
Angewandte Chemie·2025
Study on the coupling effect of salt concentration on hydrate formation kinetics under different water saturation levels
The Canadian Journal of Chemical Engineering·2025
Author response for "Large Language Models for Material Property Predictions: elastic constant tensor prediction and materials design"
2025
MatTools: Benchmarking Large Language Models for Materials Science Tools
arXiv (Cornell University)·2025Open Access
Author response for "Study on the coupling effect of salt concentration on hydrate formation kinetics under different water saturation levels"
2025
Predictive modeling and interpretability analysis of bioconcentration factors for organic chemicals in fish using machine learning
Environmental Pollution·2025· 8 cited
Enhanced luminescence efficiency and moisture stability in Mn4+-activated K2TaF7 red phosphors for warm WLEDs
Journal of Materials Science Materials in Electronics·2025· 3 cited
Author response for "Large Language Models for Material Property Predictions: elastic constant tensor prediction and materials design"
2025
Single-cut gene therapy in a one-step generated rhesus monkey model of Duchenne muscular dystrophy
Cell Reports Medicine·2025· 1 citedOpen Access
Stretchable/Compressible Supercapacitors Based on High-Elasticity and Fatigue-Resistant Hydrogel Electrolyte Cross-Linked by Hydrophobic Nanospheres
Nano Letters·2025· 18 cited
Active Learning for Conditional Inverse Design with Crystal Generation and Foundation Atomic Models
arXiv (Cornell University)·2025· 1 citedOpen Access
Large language models for material property predictions: elastic constant tensor prediction and materials design
Digital Discovery·2025· 3 citedOpen Access
Predictive Modeling and Interpretability Analysis of Bioconcentration Factors for Chemicals Using Machine Learning
SSRN Electronic Journal·2025Open Access
Organic Salt Induced Ultrahigh Mechanical Strength, Toughness and Thermal Reversible Hydrogel Electrolytes for Flexible All Polymer Supercapacitors
SSRN Electronic Journal·2025Open Access
Tailoring Bainitic Transformation and Mechanical Properties in High-Strength Steel Via Mn-Induced Chemical Heterogeneity
SSRN Electronic Journal·2025Open Access
Research on Key Technologies in Autonomous Navigation of Robotic Vehicles
Advances in computer science research·2025
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Frequent Co-authors

Xinhua Liu(10), Peng Xu(10), Xingguang Su(9), Fengxian Xie(8), Jin‐Feng Hu(7), Li‐Long Pan(7), Yi Zhun Zhu(6), Ruiqian Guo(6), Fanping Shi(5), Wanlu Zhang(5), Xiaoling Luo(5), Lu Chen(3), Wanwan Jia(3), Weijun Wu(3), Fen Long(3), Yongkui Huang(3), Shifei Kang(3), Jing Wang(3), Kongxiang Wang(3), Xiling Wang(3)