Publications & Preprints

  • Yue Guo, Milan Korda, Ioannis G Kevrekidis, Qianxiao Li (2025). Learning Parametric Koopman Decompositions for Prediction and Control (SIAM Journal on Applied Dynamical Systems).

  • Danimir T Doncevic, Alexander Mitsos, Yue Guo, Qianxiao Li, Felix Dietrich, Manuel Dahmen, Ioannis G Kevrekidis (2024). A recursively recurrent neural network (R2N2) architecture for learning iterative algorithms (SIAM Journal on Scientific Computing).

  • Yue Guo, Felix Dietrich, Tom Bertalan, Danimir T Doncevic, Manuel Dahmen, Ioannis G Kevrekidis, Qianxiao Li (2022). Personalized Algorithm Generation: A Case Study in Learning ODE Integrators (SIAM Journal on Scientific Computing).