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May 7, 2026CNN vs LSTM Bearing Fault Detection: 8x Training Speed Gap
CNNs Train 8x Faster Than LSTMs on CWRU — But Nobody Talks About the Memory Trade-off I...
May 7, 20261 min read0 reactions0 comments
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Apr 20, 2026Transformer vs CNN-LSTM: CWRU Bearing 96% vs 92% Accuracy
Transformer Hit 96% on CWRU Bearing Faults — But Used 4x the Memory I trained both...
Apr 20, 20261 min read0 reactions0 comments
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Apr 18, 2026Transfer Learning CWRU to Custom Bearings: 89% to 67% Drop Fix
The Accuracy Cliff Nobody Warns You About Trained a bearing fault classifier on CWRU data,...
Apr 18, 20261 min read0 reactions0 comments
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Apr 17, 2026FFT vs CWT vs Wavelet Packet: CWRU Bearing Speed Test
The 15-Second Bottleneck That Killed My Real-Time PHM Pipeline I built a bearing fault...
Apr 17, 20261 min read0 reactions0 comments