Welcome to MIRAGE

🔬 Scientific Vision

MIRAGE aims to discover the fundamental mechanisms and control parameters underlying fatigue processes, including rare events such as self-healing, by developing advanced tools and scientific methods based on interpretable AI models.

🎯 Research Objectives

• Discover Fatigue Mechanisms Across Scales
• Interpret & Explain Fatigue Mechanisms Through Interpretable AI
• Elicit Mechanisms via Design of Experiments

📊 Scientific Impact

• Discovering fundamental mechanisms behind emergent processes under complex conditions like fatigue
• Transforming scientific discovery by moving beyond human cognition and traditional methods through AI-driven strategies to modernize scientific practices
• Empowering scientists with interpretable models and design-of-experiments tools that overcome cognitive, data-integration, and interpretation barriers for better decision-making on scientific problems