معرفی
Prof. Mikhail Itskov is a faculty member at the Faculty of Mechanical Engineering, RWTH Aachen University. His research focuses on continuum mechanics, computational material modeling, and multiscale analysis of hyperelastic and viscoelastic materials. He leads the Institute of Continuum Mechanics (KM) group, specializing in constitutive modeling, finite element methods, and machine learning applications in material science.
- Specializes in continuum mechanics, micromechanics, and computational modeling
- Active in machine learning-driven material discovery and multiscale simulations
- Key areas: hyperelasticity, porous media, textile composites, and damage mechanics
Recent work includes symbolic regression for hyperelastic models, network-averaging theories, and neural network-based strain prediction. Publications span 2021–2025, emphasizing predictive modeling and experimental-computational synergy.
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