AI Medical Imaging
Intelligent Medical Image Segmentation and Assisted Interpretation
For CT, MRI and pathology images, we provide data governance, model training, interpretable evaluation and visual deliverables.
CORE CAPABILITY
AI Projects
AI Materials Screening
Intelligent Screening of Candidate Molecules and Materials
Integrates structural descriptors, literature knowledge, constraints and predictive models to build a workflow for candidate-material screening and ranking.
AI Process Optimization
Formulation, Process, and Performance Prediction
Builds predictive models around formulation ratios, process parameters and target performance, supporting multi-objective optimization and recommendations.
AI Knowledge Base
Research Knowledge Bases and RAG
Organization of papers, patents, SOPs, reports and experimental records as a retrospective knowledge base to support semantic retrieval, reference location and scientific questions and answers.
AI Multimodular Analysis
Multimodal Data Analysis
Joint images, spectrographs, tables, text and time series data for feature alignment, correlation modelling and visualization.
AI Forecast Modelling
Machine Learning Prediction
Explanatory models and assessment systems for performance, activity, lifetime, risk and fertility indicators.
AI Experimental Design
Experimental Design and Multiobjective Optimization
Recommend a better combination of parameters within a limited number of experiments, combined with DOE, Bayes, optimization and constraints.
AI Agents
Research AI Agent Development
Building scientific intelligence and automated workflow around data processing, knowledge retrieval, report generation and collaboration with projects.
AI Custom Development
Custom AI Projects
Customization of digital pattern digs, prediction models and light science tools for dissertation data, experimental records, spectrograph images and business processes.
AI / Simulation
Characterization & Testing