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building thermal dynamics 1energy prediction 1fault detection 1LSTM 1transfer learning 1

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most citedGenTL: A General Transfer Learning Model for Building Thermal Dynamics

6 citations

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eess.SY2026★ 6 cited

GenTL: A General Transfer Learning Model for Building Thermal Dynamics

Fabian Raisch, Thomas Krug, Christoph Goebel +1

The paper introduces GenTL, a pretrained LSTM model that can be fine‑tuned for many single‑family houses, removing the need for source‑building selection and cutting prediction err…