Cluster analysis is a technique for statistical data analysis that is widely used in many fields, including machine learning, data mining, pattern recognition, image analysis, and biological information. Clustering is to divide similar objects into different groups or more subsets by static classification, so that the member objects in the same subset have similar properties. CD BioSciences provide cluster analysis service of biofilm system to help customers complete biofilm related research.

Our Services

CD BioSciences provides one-stop cluster analysis service of biofilm system of biofilm system. We offer a variety of methods and software to choose from to meet your research needs.

Specific Cluster Analysis Approaches We Offer

Based on the distance RMSD between structures, structures can be grouped into a set of groups of clusters that reflect the extent of conformational accessibility and their relative weights. This can be done through clustering algorithms, some of which are implemented by the cluster command. This program will generate several output files. We'll check the program's help documentation to see what each of them means, and then run the program. CD BioSciences can provide the following cluster analysis services including but are limited to:

• Hierarchical clustering service
• K-means clustering service
• Heatmap Service
• SOM Service

Our cluster analysis service can be also used in the following field:

• Genetic clustering
• Transcriptomics
• Proteomics
• Sequence analysis
• High-throughput genotyping platforms
• Medical imaging

Provided by Clients

Please inform us of your specific cluster analysis service details, and we can provide customized solutions for different projects.

Service Process

Our Features

Deliverables

1. Related experimental results raw data
2. Cluster analysis results
3. Experimental report
4. Data analysis
5. Image and result analysis
6. Summary of relevant calculation parameters

Why Choose Us?

CD BioSciences provides professional biofilm service to meet the needs of regular customers to determine hits on time and on budget. CD BioSciences relies on the world-class technical expertise, we provide customers with the best quality one-stop biofilm service, including the development of experimental procedures according to different experimental needs. Please feel free to contact us for more detailed information, our scientists will tailor the most reasonable plan for your project. We look forward to working with you to help your R&D project succeed.

• Biofilm Computational Construction Service
• Biofilm Molecular Dynamics Simulation Service
• Stability Test of Biofilm System
• RMSF Analysis of Biofilm System
• Gyration Radius Analysis of Biofilm System
• Binding Mode Analysis of Biofilm System
• Secondary Structure Analysis of Biofilm System
• Energy Analysis of Biofilm System
• Hydrophobic Interaction Analysis of Biofilm System
• Free Energy Landscape Analysis of Biofilm System
• Biofilm Conformational Principal Component Analysis
• Biofilm Ramachandran Plots Analysis
• SAS Analysis Service of Biofilm System
• Energy Decomposition Analysis of Biofilm System
• Electrostatic Interaction Analysis of Biofilm System
• Biofilm Virtual Screening Service
• Computational Modeling of Early-Stage Biofilm Formation
• Biofilm CGMD Service
• Biofilm DPD Service
• Biofilm DEM Service
• Biofilm SPH Service
• Biofilm XFEM Service
• Other Biofilm MD Serivce
• Biofilm Homology Modeling Serivce
• Gram-negative Bacterial Outer Membrane Construction Service
• Biofilm Formation Simulation Service
• Construction Services for Discrete Difference Models
• Modeling Services for Geometric Heterogeneity in Biofilms
• Computational Simulation Service for Biofilm Development
• Computational Modeling Service for Synthetic Biofilms
• Biofilm MD Results Analysis Services
• Biofilm Multiscale Computational Modeling Service
• Biofilm Modeling Service