BioDeck Pipeline
Follow our streamlined computational workflow from data preparation to precise dynamic simulations.
Available Tools11

RDKit
scienceOpen-source cheminformatics software for molecule manipulation, descriptor calculation, and fingerprint generation.

Ligand Prep
medication_liquidPrepare small molecule ligands for docking simulations by correcting structures and generating 3D conformers.

Protein Prep
shieldPrepare PDB receptor structures for docking — smart chain selection, solvent cleanup, metal ion preservation, and pH 7.4 protonation.

GNINA Screening
radarDeep learning-based molecular docking for virtual screening of large compound libraries against protein targets.

DiffDock-L
blur_onLatest iteration of diffusion-based docking for blind docking with high accuracy and improved sampling efficiency.

ADMET Screening
health_and_safetyPredict ADMET properties swiftly and accurately using BioDeck.

GNINA Optimization
tuneRefine poses and scores of docked ligands using CNN scoring functions for precise binding affinity prediction.

Molecular Dynamics
wavesSimulate the physical movements of atoms and molecules over time to understand complex biological systems.

MM-GBSA
boltCalculate the free energy of binding for protein-ligand complexes using molecular mechanics and generalized Born surface area continuum solvation.

RFdiffusion
polymerDesign novel protein structures, binders, and scaffolds using the deep learning model from RosettaCommons.

ProteinMPNN
notesGenerate high-quality sequence designs for given protein backbones with thermodynamic stability.