Structure Modeling with Deep Neural Network
Integrated Computational Platform for CryoEM
The SMART software series, developed by Shuimu BioSciences, is the only tool platform in the industry that comprehensively covers the entire process of cryoEM data computation.
The six modules of SMART comprehensively support the operation and maintenance of our cryoEM platform. Leveraging numerous AI deep learning algorithms, the SMART platform significantly improves the efficiency of the entire cryoEM data analysis process, generating models with higher resolution using fewer machine hours and data.
DataSMART
AI-Driven Intelligent Data Collection Platform
Intelligent control of electron microscope parameter configuration, automated data collection workflow, achieving efficient, stable and intelligent cryo-EM data collection.
CryoSMART
Supercomputing-Level Cryo-EM 3D Reconstruction Engine
GPU cluster acceleration for large-scale structure analysis, efficiently generating high-precision 3D density maps, achieving full-chain secure archiving management from raw data to structural results.
ModelSMART
AI-Driven Atomic-Level Modeling System
One-click conversion of density maps to atomic-level precise structural models, breaking through protein resolution limits, providing real-time modeling progress tracking and visual output of results.
ImageSMART
Real-Time Data Quality Monitoring and Analysis System
Real-time high-definition electron microscope image streaming, integrated remote control and intelligent analysis functions, MotionCor2/CTF advanced image optimization results presented simultaneously.
NanoSmart
Intelligent Nanoparticle Recognition and Analysis System
Intelligently recognize nanoparticle features in electron microscope images, automatically generate 2D masks and particle size distribution maps, support online mask editing and one-click report generation.
TimeSMART
Cryo-EM Resource Intelligent Management System
Visual reservation dashboard and automated machine time report generation, real-time optimization of equipment utilization, global control of electron microscope resource allocation, maximizing R&D efficiency.
The SMART software series, developed by Shuimu BioSciences, is the only tool platform in the industry that comprehensively covers the entire process of cryoEM data computation.
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