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yzshi5 / GM-GANO

Codes for "Broadband Ground Motion Synthesis via Generative Adversarial Neural Operators: Development and Validation"s
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Data Inputs #8

Open Jaclye opened 5 months ago

Jaclye commented 5 months ago

Hello, author. I see that the order in which the images are generated is E N Z. I should enter them in that order when making the numpy array right?

yzshi5 commented 5 months ago

Yes, the training dataset have a shape of [N_records, 3, duration * sampling_frequency], the 3 means E, N, Z components. You should keep such order for your training dataset. The model automatically learns such order when you use the trained model for generating waveforms

Jaclye commented 5 months ago

Hi author, does filtering or baseline correction come first in data processing?

yzshi5 commented 5 months ago

Yes, preprocessing methods are needed. A high quality dataset is crucial for training the model. Please refer to closed question #4 and question #5 for more information about preprocessing pipeline