Thanks to visit codestin.com
Credit goes to github.com

Skip to content

Refinement of structure? #55

@gezmi

Description

@gezmi

Hi,

I was wondering if structure refinement could be performed with Chroma (technically similar to partial diffusion in RFDiffusion, but full-atom). With this notebook, I tried to do at the Conditional generation part, using this code:
chroma = Chroma()
protein = Protein("1xyz", device="cuda")
substructure_conditioner = conditioners.SubstructureConditioner(
protein=protein,
backbone_model=chroma.backbone_network,
selection='chain A or chain B'
).to("cuda")

new_protein = chroma.sample(
protein_init=protein,
conditioner=substructure_conditioner,
langevin_factor=4.0,
langevin_isothermal=True,
inverse_temperature=8.0,
sde_func="langevin",
steps=50
)

This gave me almost identical structures, with some side-chains changed. However, I understand that the SubstructureConditioner will keep everything totally fixed which is not my aim, but I did not find a conditioner to allow for some movement, not totally fixing the input. I tried to look in the underlying code but could not yet find where to start modifying it for more flexibility (also for flexible design). Is this even possible?

I would be grateful for any help that you can provide on this matter.

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Type

    No type

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions