DS 402-002: AI, system modeling and carbon cycle

Spring 2026 Course Title: Emerging Trends in the Data Sciences

This course will include lecture-based introductory presentations about land carbon science and modeling. After each unit lecture, there will be topic-related literature (classic paper) discussion led by the attendees (either individual or group presentation, depending on class size).

Unit Topics (Tentative):

  • Land carbon cycle and its response to climate change – key concepts and mechanisms
  • Global land carbon cycle modeling
  • Land as a solution to climate change? I - vegetation
  • Land as a solution to climate change? I - soil
  • AI in land carbon cycle – fundamentals and applications
  • AI in land carbon cycle – demystify black-boxes for mechanistic understanding

Questions? Contact us.