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Science Behind Tangent Bioworks

On-Demand Molecular Dynamics Simulations

Run reliable protein molecular dynamics simulations using GROMACS without maintaining your own HPC infrastructure.

We provide a secure, researcher-focused platform to perform production-grade molecular dynamics (MD) simulationsfor proteins using GROMACS/DESMOND, charged transparently by simulation time.

What Tangent Offer

Protein Molecular Dynamics as a Service

We run end-to-end MD simulations on high-performance compute systems and deliver complete, ready-to-analyze results.
 

Our service includes

Protein MD simulations using GROMACS​

Standard, validated MD workflows​

Secure handling of uploaded structures​

Downloadable trajectories and analysis outputs​​

Clear job tracking and queue transparency
 

You upload your structure.

We handle the computation.

Why use Tangent platform

No infrastructure overhead, we run everything for you 

Scientifically standard workflows (GROMACS-based)

Pay only for what you use

Queue transparency and job tracking

Research-only, confidentiality-focused service

End-to-End Simulation Pipeline

Tangent validated, reproducible molecular dynamics workflow based on best practices in the MD community

Anchor 1

find the flow

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Quick Molecular Dynamics Simulation Submission
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Input Validation
(PDB / CIF / SDF / MOL2)
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Structure Preparation
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├─ Protein Preparation
├─ Ligand Preparation
└─ Mutation Modeling (Optional)
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Complex Construction
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Force Field Assignment
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System Building
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├─ Solvation
├─ Ion Addition
└─ Box Generation
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Energy Minimization
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NVT Equilibration
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NPT Equilibration
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Production MD Simulation
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Trajectory Processing
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Structural Analysis
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├─ RMSD
├─ RMSF
├─ Rg
└─ SASA
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Interaction Analysis
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├─ Hydrogen Bonds
├─ Salt Bridges
├─ Contact Mapping
└─ Interaction Networks
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Conformational Analysis
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├─ PCA
├─ Clustering
├─ DCCM
└─ Free Energy Landscape
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Binding Energy Analysis
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├─ MM/PBSA
└─ MM/GBSA
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Result Compilation
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Output Generation
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├─ Scientific Report (PDF)
├─ Publication Figures
├─ Analysis Data
├─ Simulation Trajectories
└─ Structure Files
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Final Results

Detailed Project Submission​
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Input Validation
(PDB / CIF / SDF / MOL2)
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Research Information Collection
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├── Research Area
├── Scientific Question
├── Expected Outcome
└── Project Description
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Molecular System Identification
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├── Protein Only
├── Protein-Ligand Complex
├── Protein-Protein Complex
├── Membrane Protein
├── Antibody-Antigen Complex
├── Peptide System
├── Nucleic Acid System
└── Custom System
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Structure Availability Check
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├── PDB ID Available
├── Structure File Uploaded
└── Custom Structure Provided
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System Components Extraction
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├── Protein Name
├── Gene Name
├── Organism
├── Ligand Information
├── Mutations
└── Membrane Composition
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Simulation Configuration
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├── Simulation Length
├── Force Field Selection
└── Special Requirements
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Analysis Selection
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├── RMSD
├── RMSF
├── Radius of Gyration
├── Hydrogen Bond Analysis
├── PCA
├── MM/PBSA
├── Contact Analysis
├── Interaction Network
├── Clustering
└── Trajectory Visualization
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File Collection
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├── Protein Structure
├── Ligand Structure
├── Input Files
├── Supporting Documents
└── Published References
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Project Classification
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├── Standard MD
├── Mutation Study
├── Binding Study
├── Membrane Dynamics
├── Drug Discovery
└── Custom Workflow
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Workflow Recommendation
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Simulation Pipeline Generation
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Analysis Pipeline Generation
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Scientific Output Package
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├── Report
├── Figures
├── Trajectory Files
├── Structure Files
├── Analysis Data
└── Publication Materials
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Final Results

or

Already have a protein, ligand, or complex structure?

Skip the form and email your files directly to:

support@tangentbioworks.com

commercials

1₹(0.0106$)  per 100 ATOMS per 1 NANOSECOND

<25,000 atoms

₹500
10 ns

₹1,000
25 ns

₹1,500
50 ns

₹2,500
100 ns

Custom Quote
>100 ns

25,000–50,000

₹1,000
10 ns

₹1,500
25 ns

₹2,500
50 ns

₹3,500
100 ns

Custom Quote
>100 ns

50,000–100,000

₹1,500
10 ns

₹2,500
25 ns

₹3,500
50 ns

₹5,000
100 ns

Custom Quote
>100 ns

>100,000

Custom Quote
10 ns

Custom Quote
25 ns

Custom Quote
50 ns

Custom Quote
100 ns

Custom Quote
>100 ns

Custom Quote Request

Need a simulation beyond our standard pipeline?

Submit your project details, molecular structures, or research objectives, and our team will prepare a customized quotation based on: Molecular system complexity - Number of atoms - Simulation duration - Membrane requirements - Enhanced sampling methods - Free-energy calculations - Custom analyses and deliverables - Computational resource requirements

 

Every project is unique. We will review your submission and provide a customized simulation strategy, timeline, and cost estimate.

Request a Custom Quote

Upload your files or email your project details to:

support@tangentbioworks.com

sample output

Protein - Small molecule simulation report

plot based

rmsd_vs_time_100ns_grayscale_solid.png
rmsf_per_residue_grayscale.png
radius_of_gyration_vs_time_grayscale.png
sasa_vs_time.png
binding_energy_per_frame.png
protein_ligand_distance_vs_time.png
potential_energy_vs_time.png
pressure_vs_time.png
hydrogen_bonds_vs_time.png
pca_conformational_landscape.png
trajectory_snapshot_preview.png
ligand_residue_contact_map.png
free_energy_landscape.png

Protein - DNA molecule simulation report

plot based

rmsd_vs_time.png
mm_pbsa_binding_energy_per_frame.png
dna_twist_vs_time.png
dna_roll_vs_time.png
rmsf_per_residue.png
rmsf_per_nucleotide.png
dna_minor_groove_width_vs_time.png
pressure_vs_time.png
dna_major_groove_width_vs_time.png
protein_rmsd_vs_time.png
temperature_vs_time.png
dna_base_pair_step_parameters.png
sasa_vs_time.png
radius_of_gyration_vs_time.png
dna_bend_angle_vs_time.png
dna_rmsd_vs_time.png
potential_energy_vs_time.png
protein_dna_hydrogen_bonds_vs_time.png
protein_dna_distance_vs_time.png
protein_dna_contact_map.png
residue_nucleotide_contact_map.png
dna_base_pair_distance_vs_time.png
pca_conformational_landscape.png
free_energy_landscape.png
trajectory_snapshot_preview.png
dna_helical_parameter_timeline.png

Your Questions, Our Science

​

How long does molecular docking take?

Most molecular docking projects are completed within 24–72 hours, depending on the number of compounds, target complexity, and required analyses. Large-scale virtual screening projects may require additional time.

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What files do I need to provide?

To begin a project, we typically require:

  • Protein structure files (PDB format) or target information

  • Ligand structures (SDF, MOL2, PDB, or SMILES format)

  • Project objectives and specific requirements
    If you do not have these files, our team can assist with data preparation.

 

Do you sign Non-Disclosure Agreements (NDAs)?

Yes. We understand the importance of research confidentiality and are happy to sign NDAs before discussing sensitive academic, industrial, or proprietary projects.

​

Can you support scientific publications?

Yes. We provide publication-ready figures, statistical analyses, methodology descriptions, and result interpretation suitable for manuscripts, theses, dissertations, and grant applications.

​

Do you provide raw data and project files?

Yes. Upon project completion, clients receive all relevant raw data, processed results, simulation trajectories, structural models, figures, and technical reports generated during the study.

​

What deliverables will I receive?

Deliverables may include:

  • Detailed technical reports

  • Publication-ready figures

  • Docking poses and interaction analyses

  • Molecular dynamics trajectories

  • Binding energy calculations

  • Processed datasets and raw output files

Can you customize analyses for my research project?

Absolutely. Every project can be tailored to your research objectives, whether it involves drug discovery, structural biology, bioinformatics, cancer research, immunology, or multi-omics data analysis.

 

Do you offer support after project delivery?

Yes. We provide post-delivery support to answer questions, clarify results, and assist with interpretation of findings.

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Powered by High-Performance Cloud Computing

Our computational workflows are executed on high-performance cloud infrastructure utilizing compute-optimized, memory-optimized, and GPU-accelerated instances, including configurations comparable to AWS C-series, M-series, R-series, and NVIDIA GPU-enabled environments. This enables efficient processing of large molecular simulations, bioinformatics pipelines, and multi-omics datasets without requiring researchers to maintain their own HPC infrastructure.

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