BioDeck Pipeline

Follow our streamlined computational workflow from data preparation to precise dynamic simulations.

Available Tools11

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

RDKit

science

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

CheminformaticsAnalysis
Prepare small molecule ligands for docking simulations by correcting structures and generating 3D conformers.
Essential

Ligand Prep

medication_liquid

Prepare small molecule ligands for docking simulations by correcting structures and generating 3D conformers.

ChemistryPreprocessing
Prepare PDB receptor structures for docking — smart chain selection, solvent cleanup, metal ion preservation, and pH 7.4 protonation.
Essential

Protein Prep

shield

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

StructurePreprocessing
Deep learning-based molecular docking for virtual screening of large compound libraries against protein targets.
AI-Powered

GNINA Screening

radar

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

ScreeningDeep Learning
Latest iteration of diffusion-based docking for blind docking with high accuracy and improved sampling efficiency.
New

DiffDock-L

blur_on

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

GenerativeDocking
Predict ADMET properties swiftly and accurately using BioDeck.

ADMET Screening

health_and_safety

Predict ADMET properties swiftly and accurately using BioDeck.

Ligand/Drug DesignScreening
Refine poses and scores of docked ligands using CNN scoring functions for precise binding affinity prediction.

GNINA Optimization

tune

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

ScoringRefinement
Simulate the physical movements of atoms and molecules over time to understand complex biological systems.
Advanced

Molecular Dynamics

waves

Simulate the physical movements of atoms and molecules over time to understand complex biological systems.

SimulationPhysics
Calculate the free energy of binding for protein-ligand complexes using molecular mechanics and generalized Born surface area continuum solvation.
Accurate

MM-GBSA

bolt

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

AnalysisEnergy
Design novel protein structures, binders, and scaffolds using the deep learning model from RosettaCommons.
New

RFdiffusion

polymer

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

Generative AIProtein Design
Generate high-quality sequence designs for given protein backbones with thermodynamic stability.
New

ProteinMPNN

notes

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

Generative AISequence Design