Dynamic Mode Decomposition

• Prediction of Turbulent Boundary Layer Flow Dynamics with Transformers

  2024 Mathematics article Physics and Astronomy Model Reduction and Neural Networks Open access

  9

  citations
• Solving large numerical substructures in real‐time hybrid simulations using proper orthogonal decomposition

  2024 Earthquake Engineering & Structural Dynamics article Physics and Astronomy Model Reduction and Neural Networks

  2

  citations
• Time series prediction of ship course keeping in waves using higher order dynamic mode decomposition

  2023 Physics of Fluids article Physics and Astronomy Model Reduction and Neural Networks

  22

  citations
• Deep Koopman with Control: Spectral Analysis of Soft Robot Dynamics

  2022 Annual Conference of the Society of Instrument and Control Engineers (SICE) conference-paper Physics and Astronomy Model Reduction and Neural Networks

  13

  citations
• Evasion of tipping in complex systems through spatial pattern formation

  2021 Science article Environmental Science Ecosystem dynamics and resilience Open access

  310

  citations
• State Aggregations in Markov Chains and Block Models of Networks

  2021 Physical Review Letters article Physics and Astronomy Complex Network Analysis Techniques Open access

  9

  citations

6 results