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.
Tutorials, research notes, and practical guides on ML and multiscale modeling for fiber-based biomaterials.
🦮 ML for Science
🔬 Multiscale Methods
🦪 Fiber Biomaterials
English Articles
Practical AFM Force Curve Analysis with Python: From Raw Data to Mechanical Properties
A step-by-step guide to processing AFM force curves in Python: baseline correction, contact point detection, adhesion force, and Young's modulus fitting with Hertz/Sneddon models.
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.