Bin CAO

Publications

• Domain knowledge-guided interpretive machine learning: formula discovery for the oxidation behavior of ferritic-martensitic steels in supercritical water
• 机器学习辅助的无铅焊料合金力学性能预测及合金设计
• Discovering a formula for the high temperature oxidation behavior of FeCrAlCoNi based high entropy alloys by domain knowledge-guided machine learning
• Divide and conquer： Machine learning accelerated design of lead-free solder alloys with high strength and high ductility
• Fabricated High-Strength, Low-Elastic Modulus Biomedical Ti-24Nb-4Zr-8Sn Alloy via Powder Metallurgy
• Orthorhombic (Ru, Mn)2O3: A superior electrocatalyst for acidic oxygen evolution reaction
• Divide and conquer: Machine learning accelerated design of lead-free solder alloys with high strength and high ductility
• Active Learning Accelerates the Discovery of High Strength and High Ductility Lead-Free Solder Alloys
• Machine learning-assisted composition design of W-free Co-based superalloys with high γ′-solvus temperature and low density
• MLMD: a programming-free AI platform to predict and design materials
• Active learning accelerates the discovery of high strength and high ductility lead-free solder alloys
• A Li-rich layered oxide cathode with remarkable capacity and prolonged cycle life
• Crystallographic phase identifier of a convolutional self-attention neural network (CPICANN) on powder diffraction patterns
• SimXRD-4M: Big Simulated X-ray Diffraction Data Accelerate the Crystalline Symmetry Classification
• A universal strategy towards high-rate and ultralong-life of Li‐rich Mn‐based cathode materials
• CGWGAN: crystal generative framework based on Wyckoff generative adversarial network
• ASUGNN: an asymmetric unit based graph neural network for crystal property prediction
• Machine learning of the mechanical properties and data-driven design of lead-free solder alloys,机器学习辅助的无铅焊料合金力学性能预测及合金设计
• Orthorhombic (Ru, Mn)2O3: A superior electrocatalyst for acidic oxygen evolution reaction
• Machine Learning-Engineered Nanozyme System for Synergistic Anti-Tumor Ferroptosis/Apoptosis Therapy
• Divide and Conquer: Machine Learning Accelerated Design of Lead-Free Solder Alloys with High Strength and High Ductility
• opXRD: Open Experimental Powder X-ray Diffraction Database
• SimXRD-4M: Big Simulated X-ray Diffraction Data and Crystal Symmetry Classification Benchmark
• Enhancing the performance of Li-rich oxide cathodes through multifunctional surface engineering
• “Three-birds, one-stone” biomimetic nanozyme system based on oxygen vacancy structure-regulated cascade reaction for inflammatory bowel disease