Physics-aware machine learning and data assimilation
  • Luca Magri
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    • Data assimilation and UQ
    • Physics-aware machine learning
    • Optimization
    • Chaos
    • Reacting flows
    • Sound
    • Linear methods from quantum mechanics
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Data-driven Dynamical Systems Analysis in Fluid Mechanics

This Focus Group is co-led by Rudolf Diesel Industry Fellow Dr.-Ing. Mirko R. Bothien (Ansaldo Energia Switzerland) and Luca Magri (University of Cambridge), who are hosted by Prof. Dr.-Ing. Thomas F. Sattelmayer (Thermodynamics, TUM) and Prof. Dr. Wolfgang Polifke (Thermo-Fluid Dynamics, TUM) respectively. Dr. Nguyen Anh Khoa Doan is the IAS-TUM postdoctoral fellow working with Luca Magri.

More info:
https://www.ias.tum.de/en/research-areas/advanced-computation-and-modeling/data-driven-dynamical-systems-analysis-in-fluid-mechanics
© 2023 Luca Magri
  • Luca Magri
  • People
    • Group
    • Collaborations
  • Publications
  • Research
    • Overview
    • Data assimilation and UQ
    • Physics-aware machine learning
    • Optimization
    • Chaos
    • Reacting flows
    • Sound
    • Linear methods from quantum mechanics
  • Teaching
    • University modules
    • Artificial intelligence for engineering
    • Mathematical methods
    • Summer/winter schools
  • Misc
    • Contact
    • Opportunities
    • Outreach >
      • Data-driven methods, machine learning and optimization
      • Data-driven Dynamical Systems Analysis
    • DNS Database
    • Open-source software