BioDeck Pipeline

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

Available Tools17

Local CPU
Fast parallel download from ZINC-22 (54B+ compounds) with custom MW, LogP, and charge parameters. Outputs files 100% compatible with Ligand Prep.

ZINC22 CartBlanche

Fast parallel download from ZINC-22 (54B+ compounds) with custom MW, LogP, and charge parameters. Outputs files 100% compatible with Ligand Prep.

DatabaseScreening
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Browser
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
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Local CPU
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
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Local CPU
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
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Local CPU
Predict ADMET properties swiftly and accurately using BioDeck.

ADMET Screening

Predict ADMET properties swiftly and accurately using BioDeck.

Ligand/Drug DesignScreening
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Local CPU
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
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CPU/GPU
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
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Browser
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
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GPU Required
Upload receptor and ligand files in BioDeck, then run GNINA on a local GPU or a user-launched Colab T4 worker.

GNINA Screening

Upload receptor and ligand files in BioDeck, then run GNINA on a local GPU or a user-launched Colab T4 worker.

ScreeningColab
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GPU Required
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
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GPU Required
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
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GPU Required
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
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GPU Required
Run OpenMM molecular dynamics with optional GNINA pose QC before simulation to inspect docked candidates safely.

Molecular Dynamics

Run OpenMM molecular dynamics with optional GNINA pose QC before simulation to inspect docked candidates safely.

SimulationPose QC
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GPU Required
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
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GPU Required
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
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GPU Required
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
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GPU Required
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
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