A combination of Convolutional Neural Network (CNN), Long-Short Term Memory (LSTM), and LSTM (ConvLSTM) is constructed in this work for the fault diagnosis post-accident prediction Loss Coolant Accidents (LOCAs) Nuclear Power Plants (NPPs). The advantages ConvLSTM, such as effective feature determination extraction, are applied to classification LOCA cases. accuracy enhanced via collaborative C...