On nine new engineering regression continual-learning benchmarks, Experience Replay consistently beats EWC and GEM, approaching joint-retraining accuracy at roughly half the compute in several cases.
Digital twins: state-of-the-art and future direc- tions for modeling and simulation in engineering dy- namics applications,
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Continual Learning Strategies for 3D Engineering Regression Problems: A Benchmarking Study
On nine new engineering regression continual-learning benchmarks, Experience Replay consistently beats EWC and GEM, approaching joint-retraining accuracy at roughly half the compute in several cases.