Dr. Kang Liu

List of publications:

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Lehrstuhl für Dynamics, Control, Machine Learning and Numerics (Alexander von Humboldt-Professur)
A mesh-independent method for second-order potential mean field games (2025) Liu K, Pfeiffer L Journal article A Potential Game Perspective in Federated Learning (2025) Liu K, Wang Z, Zuazua Iriondo E Unpublished / Preprint Representation and Regression Problems in Neural Networks: Relaxation, Generalization, and Numerics (2025) Liu K, Zuazua Iriondo E Journal article, Original article Moments, time-inversion and source identification for the heat equation (2025) Liu K, Zuazua Iriondo E Unpublished / Preprint Universal Approximation of Dynamical Systems by Semi-Autonomous Neural ODEs and Applications (2024) Li Z, Liu K, Liverani L, Zuazua Iriondo E Unpublished / Preprint