AI for Scientific Discovery

Contents:

• Manifesto
• Success of AI in Scientific Discovery
  • Protein Structure Prediction
  • Multi-scale Modeling
• Why is AI for Science different?
  • Data is Important
  • Problem Formulation
• Real-world Challenges in AI for Science
  • Next Steps in Protein Structure Prediction
  • Quantum Mechanics
  • Molecular Dynamics
  • Partial differential equations
  • Control theory
  • Fluid Mechanics
• See the opportunities - Why AI for Science?
• Mind your steps
• A Roadmap of Basic Scientific Knowledge
• References