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• Review

  Published 30 January 2026

  Digital twin technologies for battery systems: advancements, applications, and future directions

  Seyed Saeed Madani · Yasmin Shabeer · Michael Fowler · Satyam Panchal · Carlos Ziebert · Hicham Chaoui · François Allard

  Frontiers in Batteries and Electrochemistry

  doi 10.3389/fbael.2026.1764210