{ "model_defaults": { "architecture": "deeponet", "activation": "relu", "initializer": "xavier_normal", "dense_bias": true, "branch_depth": 2, "trunk_depth": 3, "width": 40, "latent_dim": 40 }, "variants": { "unstacked_bias": { "architecture": "deeponet", "stacked": false, "branch_output_bias": true, "global_bias": true }, "unstacked_no_bias": { "architecture": "deeponet", "stacked": false, "branch_output_bias": false, "global_bias": false }, "stacked_bias": { "architecture": "deeponet", "stacked": true, "branch_output_bias": true, "global_bias": true }, "stacked_no_bias": { "architecture": "deeponet", "stacked": true, "branch_output_bias": false, "global_bias": false }, "fnn": { "architecture": "fnn", "depth": 3, "width": 40, "output_bias": true } }, "experiments": { "antiderivative": { "sensor_points": 100, "trunk_dim": 1, "default_variant": "unstacked_bias" }, "nonlinear_ode": { "sensor_points": 100, "trunk_dim": 1, "default_variant": "unstacked_bias" }, "pendulum": { "sensor_points": 100, "trunk_dim": 1, "default_variant": "unstacked_bias" }, "diffusion_reaction": { "sensor_points": 100, "trunk_dim": 2, "default_variant": "unstacked_bias", "branch_depth": 2, "trunk_depth": 3, "width": 100, "latent_dim": 100 } } }