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Runyao Yu and Jochen L. Cremer are with Delft University of Technology, Delft, The Netherlands, and also with the AIT Austrian Institute of Technology, Vienna, Austria (e-mail: runyao.yu@tudelft.nl; j.l.cremer@tudelft.nl). Viviana Kleine is with Delft University of Technology, Delft, The Netherlands, and also with Porsche Engineering Group, Weissach, Germany (e-mail: v.kleine@student.tudelft.nl). Philipp Gromotka, Thomas Rudolf, and Adrian Eisenmann are with Porsche Engineering Group, Weissach, Germany (e-mail: philipp.gromotka@porsche-engineering.de; thomas.rudolf@porsche-engineering.de; adrian.eisenmann@porsche-engineering.de). Gautham Ram Chandra Mouli and Peter Palensky are with Delft University of Technology, Delft, The Netherlands (e-mail: g.r.chandramouli@tudelft.nl; p.palensky@tudelft.nl). Corresponding author: Runyao Yu
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Unlock more accurate state-of-charge estimation for EV batteries with silicon-graphite anodes using a computationally efficient, data-driven approach that predicts hysteresis factors with quantified uncertainty.
