Graph Machine Learning
Birder
chemistry
trajcast.models-arxiv2025 / water /config_e3nn.yaml
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model:
precision: 64
num_chem_elements: 2
edge_cutoff: 6
num_edge_rbf: 8
num_edge_poly_cutoff: 6
num_vel_rbf: 8
vel_max: 0.135
max_rotation_order: 2
num_hidden_channels: 64
num_mp_layers: 4
edge_mlp_kwargs:
n_neurons:
- 64
- 64
- 64
activation: silu
vel_mlp_kwargs:
n_neurons:
- 64
- 64
- 64
activation: silu
nl_gate_kwargs:
activation_scalars:
o: tanh
e: silu
activation_gates:
e: silu
conserve_ang_mom: false
o3_backend: e3nn
net_lin_mom:
- 0.0
- 0.0
- 0.0