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• PINN surrogate of Li-ion battery models for parameter inference. Part I: Implementation and multi-fidelity hierarchies for the single-particle model
  2023 · 2 citations
• PINN surrogate of Li-ion battery models for parameter inference. Part II: Regularization and application of the pseudo-2D model
  2023 · 2 citations
• Neural posterior estimation for scalable and accurate inverse parameter inference in Li-ion batteries
  2026