Cooperative data-driven modeling
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Our scientific community has made great strides in data-driven design and modeling. However, artificial neural networks are currently developed for specific tasks because they suffer from catastrophic forgetting. This is a major impediment to cooperative data-driven modeling. We present a new method addressing this issue in an attempt to open the field to cooperation.
