A Practical Introduction to Multiscale Modeling for Biomaterials
A practical overview of multiscale modeling approaches for fiber-based biomaterials: from molecular dynamics to continuum mechanics, with Python code examples.
ML-Biomat
Tutorials, research notes, and practical guides on ML and multiscale modeling for fiber-based biomaterials.
纤维生物材料的机器学习与多尺度模拟教程、研究笔记和实战指南。
🦮 ML for Science
🔬 Multiscale Methods
🦪 Fiber Biomaterials
📂 Categories / 分类
All →English Articles
View all →Python Tools for Scientific Computing in Materials Research
A curated guide to Python libraries for materials science: from data loading with ASE/pymatgen to ML with scikit-learn, plus practical AFM/SEM data analysis scripts.
中文文章
View all →多尺度模拟在纤维生物材料中的应用入门
从分子动力学到连续介质力学，系统介绍多尺度模拟在纤维生物材料研究中的方法、工具和实战思路，包含Python代码示例。
机器学习预测纤维材料力学性能：从数据准备到模型部署
手把手教你用机器学习预测纤维生物材料的力学性能：数据清洗、特征工程、模型选择、超参数调优、交叉验证和结果解释。