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By the efficiency consideration, the model deviation is calculated every |
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I've added a model type in #2781 that can linearly combine a set of models. |
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If a set of models are provided to
pair_style deepmd ...
command, only the first model is used for energy and force prediction at each MD step, and the following models are used to compute the model deviation.Having the option to use the average of the predictions from a set of models to run MD would be a practical feature, since the ensemble averages can provide a more robust prediction, specially in parts of the configuration space that training data are scarce.
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