Zhilong Song

National University of Singapore — Singapore

Materials Science · Physical Sciences

13h-index1.0kcitations42works4.22yr avg
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Research Topics

Machine Learning in Materials Science(12), Electrocatalysts for Energy Conversion(6), CO2 Reduction Techniques and Catalysts(4), Perovskite Materials and Applications(3), Titanium Alloys Microstructure and Properties(3)

Publications41 total

Exploring the Multifunctional Role of Paenibacillus Metabolites in Various Fields
International Journal of Molecular Sciences·2025Open Access
Protective mechanism of zinc ions in spinal cord injury treatment: regulation of mitochondrial function and reduction of apoptosis via TNF-α pathway inhibition
International Immunopharmacology·2025
From Biocontrol to Synthesis: Innovative Progress of Paenibacillus in Mechanism Analysis, Gene Editing and Platform Construction
International Journal of Molecular Sciences·2025· 1 citedOpen Access
Innovative insights on cleavage and hydrolysis mechanisms of hyaluronic acid: Opportunities and challenges in the preparation and application of hyaluronic acid and hyaluronidases
Carbohydrate Polymer Technologies and Applications·2025Open Access
Efficient Conductivity Enhancement of Flexible Polyaniline Films Induced by Ultrafast Photoexcitation
Energy & environment materials·2025Open Access
Stability and Symmetry-Assured Crystal Structure Generation for Inverse Design of Photocatalysts in Water Splitting
arXiv (Cornell University)·2025Open Access
Accurate prediction of synthesizability and precursors of 3D crystal structures via large language models
Nature Communications·2025· 8 citedOpen Access
Absorption, Distribution, Metabolism, and Excretion (ADME) of Bioactive Food Constituents
2025· 1 cited
Corrosion Behaviors and Mechanical Properties of FeCoCrNiCux High-Entropy Alloy Films Fabricated by Magnetron Sputtering at Different Cu Target Powers
Transactions of the Indian Institute of Metals·2025
Inverse design of promising electrocatalysts for CO2 reduction via generative models and bird swarm algorithm
Nature Communications·2025· 32 citedOpen Access
Research on Wafer CMP Temperature Online Detection Compensation Algorithm Based on GA-BP Improved Neural Network
IEEE Access·2025· 1 citedOpen Access
How the Spacer Influences the Stability of 2D Perovskites?
Small Methods·2024· 4 citedOpen Access
Estrogen enhances the proliferation, migration, and invasion of papillary thyroid carcinoma via the ERα/KRT19 signaling axis
Journal of Endocrinological Investigation·2024· 5 citedOpen Access
Machine Learning‐Assisted Design of Nitrogen‐Rich Covalent Triazine Frameworks Photocatalysts
Advanced Functional Materials·2024· 14 citedOpen Access
Inverse Design of Promising Alloys for Electrocatalytic CO$_2$ Reduction via Generative Graph Neural Networks Combined with Bird Swarm Algorithm
arXiv (Cornell University)·2024· 1 citedOpen Access
Adaptive Design of Alloys for CO<sub>2</sub> Activation and Methanation via Reinforcement Learning Monte Carlo Tree Search Algorithm
The Journal of Physical Chemistry Letters·2023· 10 cited
Distilling universal activity descriptors for perovskite catalysts from multiple data sources<i>via</i>multi-task symbolic regression
Materials Horizons·2023· 26 cited
Inverse design with deep generative models: next step in materials discovery
National Science Review·2022· 25 citedOpen Access
Going Beyond the d‐Band Center to Describe CO<sub>2</sub> Activation on Single‐Atom Alloys
Advanced Energy and Sustainability Research·2021· 28 citedOpen Access
Visible-Light Photocatalytic CO<sub>2</sub> Reduction Using Metal-Organic Framework Derived Ni(OH)<sub>2</sub> Nanocages: A Synergy from Multiple Light Reflection, Static Charge Transfer, and Oxygen Vacancies
ACS Catalysis·2020· 147 cited
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Frequent Co-authors

Wan‐Jian Yin(10), Jinlan Wang(9), Qionghua Zhou(7), Shuaihua Lu(5), Yanfa Yan(4), Chongyi Ling(4), Rilong Zhu(3), Qingyu Yan(3), Qingde Sun(3), Corey G. Grice(3), Guangping Zhang(3), Panhong Yuan(3), Hong Lin(2), Wallace C. H. Choy(2), Zhongti Sun(2), Linfeng Fan(2), Liming Lei(2), Bin Zhang(2), Sae Dieb(2), Ming‐Gang Ju(2)