ResearchBenchmarksBattery Temperature Forecasting on Battery Mechanical Abuse Dataset (test)Follow0.0674MAEPI-LSTM-0.455483.073966.603410.13284Apr 22, 2026Evaluation ResultsMethodMethodLinksMAERMSER2PI-LSTM2026.040.06740.082899.98LSTM2026.040.36020.457399.99CNN–LSTM2026.041.01881.264199.9CNN2026.046.67887.706696.21MLP2026.0413.139415.144485.38