BioDeck Pipeline

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

Available Tools16

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

RDKit

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.

Ligand Prep

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.

Protein Prep

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

StructurePreprocessing
Fetch DNA and Protein sequences from NCBI and UniProt using universal sequence crawling modules.

Sequence Crawler

Fetch DNA and Protein sequences from NCBI and UniProt using universal sequence crawling modules.

BiologyDatabase
Automated scientific data visualization. Upload CSV or Excel files to instantly generate publication-ready charts — no backend required.

Auto GraphPad

Automated scientific data visualization. Upload CSV or Excel files to instantly generate publication-ready charts — no backend required.

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

GNINA Screening

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.

DiffDock-L

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

GenerativeDocking
Deep generative model for flexible protein-ligand docking with conformational sampling and animations.

DynamicBind v2

Deep generative model for flexible protein-ligand docking with conformational sampling and animations.

GenerativeFlexible Docking
Predict ADMET properties swiftly and accurately using BioDeck.

ADMET Screening

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

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.

Molecular Dynamics

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.

MM-GBSA

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.

RFdiffusion

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.

ProteinMPNN

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

Generative AISequence Design
No-code YAML Builder for BoltzGen — design peptide, protein, and nanobody binders targeting specific residues with a generative AI.

BoltzGen

No-code YAML Builder for BoltzGen — design peptide, protein, and nanobody binders targeting specific residues with a generative AI.

Generative AIBinder Design
Protein sequence phylogenetic tree analysis powered by ESM-C (EvolutionaryScale). Upload a FASTA file to generate embeddings, distance matrices, and interactive evolutionary trees.

ESM Phylo

Protein sequence phylogenetic tree analysis powered by ESM-C (EvolutionaryScale). Upload a FASTA file to generate embeddings, distance matrices, and interactive evolutionary trees.

PhylogeneticsESM-C