Reaction Pathway Detection of CF3CHOO
Data set The data at MP2/aug-cc-pVTZ level of theory is saved in a compressed numpy binary file (cf3criegee.npz), which contains a python dictionary with seven numpy arrays:
N: Number of atoms in structure (num_data,) R: Cartesian Coordinates of atoms (in Angstrom [A]), (num_data, N, 3) Q: Total charge (in elementary charges [e]), (num_data,) D: Dipole moment vector (in elementary charges times Angstrom [eA]), (num_data, 3) E: Potential energy with respect to free atoms (in electronvolt [eV]), (num_data,) F: Forces acting on atoms (in electronvolt per Angstrom [eV/A]), (num_data, N, 3) Z: Atomic number of atoms, (num_data, N)
The data sets can be accessed using python: data = np.load("cf3criegee.npz")
The different keywords of the python dictionary can be listed using data.files ['N', 'E', 'Q', 'D', 'Z', 'R', 'F']
and the individual entries can be loaded using the appropriate keyword, e.g. for the energy energies = data["E"]
PhysNet PES PhysNet model is stored in best_model.ckpt-1095200. Note that, the model was trained using PhysNet based on Tensorflow 1.
MD simulation Usage: python md_simulation.py -i starting_structure.xyz -o outputfilename