CORE CAPABILITY

AI Projects

A case chart of the intelligent division and ancillary interpretation of medical images

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.

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.

Case chart of formulations, processes and performance projections

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.

More AI ServicesResearch Knowledge Bases and RAG Multimodal Data Analysis Machine Learning Prediction Experimental Design and Multiobjective Optimization Research AI Agent Development Custom AI Projects

02 SIMULATION

Computational Simulation

Computational Fluid Dynamics

Custom Computational Fluid Dynamics

For flow fields, heat transfer, mass transfer and multiphase processes, we deliver models, boundary conditions, field distributions and analytical interpretation.

First-Principles Calculations

Custom First-Principles Calculations

Covers publication-grade results including structural optimization, adsorption energies, band structures, density of states, charge analysis and reaction pathways.

Molecular Dynamics

Molecular Dynamics and AIMD Customisation

Covers interfacial behavior, diffusion, adsorption, solvation and dynamic stability, with trajectories, statistical curves and configuration snapshots.

More calculation directionComputational Fluid Dynamics First-Principles Calculations Molecular Dynamics Multiphysics and Finite Element Simulation Quantum Chemistry and Molecular Calculations

ADVANCED COMPUTATIONAL SCIENCE

Advanced Computational Simulation

Publication-grade DFT / MD / AIMD and mechanistic analysis for catalysis, membrane separation and complex environmental interfaces.

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Catalysing Mechanism and Deficiencies Project representative case

CATALYSIS & DEFECT ENGINEERING

Catalytic Mechanisms and Defect Engineering

Oxygen vacancies, single-atom/active sites, interfacial electron transfer, reaction pathways and PMS/O₃/PI activation mechanisms.

Active Sites · Defects · Electron Transfer · Reaction Pathways

Case on behalf of

DFTDOS/PDOSBaderNEB

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Membrane separation and molecular interface represent cases

MEMBRANE & MOLECULAR INTERFACE

Membrane Separation and Molecular Interfaces

Multiscale relationships among interfacial polymerization, free volume, diffusion, solvation and membrane structure–transport–selectivity.

Interfacial Polymerization · Free Volume · Diffusive Transport · Selectivity

Representative case — Environmental Science & Technology

MDFree VolumeMSDDFT

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Complex pollutant interface response representative case

COMPLEX INTERFACIAL REACTION

Interfacial Reactions of Complex Contaminants

Enrichment, coupled reactions, C–F bond activation and barrier analysis for PFAS, heavy metals, microdroplets and complex environmental interfaces.

Interfacial Enrichment · · C–F Bond Activation · Reaction Barrier

Journal of the American Chemical Society

MDDFTCI-NEBESP

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CUSTOM ADVANCED SIMULATION

Custom Advanced Simulation

For non-standard research questions, DFT, MD, AIMD, reaction-path calculations and multiscale analysis are combined according to experimental observations and target mechanisms.

Know how to customize

Source of representative case: Nature Communications · JACS · Environmental Science & Technology · Angewandte Chemie · Advanced Functional MaterialsView all representative cases

03 CHARACTERIZATION & TESTING

Characterization & Testing

Material Characterization

SEM Microform and Structural Analysis

Surface morphology, particle size, pore structure and microdefect analysis for powders, membranes, coatings and composites.

Solution Analysis

HPLC Quantification of Organic Pollutants

Component separation, qualitative/quantitative target analysis and calibration-curve evaluation for water samples, reaction solutions and extracts.

Electrochemical Impedance Spectroscopy (EIS) — Reference Image

Performance test

EIS Electrochemical Resistance and Interface Dynamics

Evaluates charge transfer, interfacial impedance and cycling stability using Nyquist/Bode plots and equivalent-circuit fitting.

More detection directions.Elements Morphology and Structure Spectroscopy and Phase Analysis Performance and Reliability Particle Size & Dispersibility

REPRESENTATIVE ENVIRONMENTAL PROJECTS

Representative project on environmental testing

Representative environmental testing projects covering emerging contaminants, greenhouse gases, microplastics, water, soil and custom method development. Browse the Project Catalog for more specific parameters.

EMERGING CONTAMINANTS

PFAS and precision testing of new pollutants

Covers screening, quantification and product identification for PFAS, pesticides and metabolites, antibiotics, pharmaceuticals, hormones and other targets.

PFASLC-MS/MSProduct Identification

View items GREENHOUSE GAS

Accurate monitoring of greenhouse gases

In soil- and environmental-oriented samples CO₂, CH₄, N₂O and other greenhouse gas monitoring and emission analysis.

CO₂CH₄N₂O

View items MICROPLASTIC ANALYTICS

Analysis of microplastics and crack microplastics

Supports particle counting, particle-size and morphology analysis, polymer identification and source analysis.

Ramanμ-FTIRPolymer Identification

View items ROUTINE WATER TESTING

Routine Water Testing

Covers 30 pH, conductivity, TDS, COD, DOC/TOC, TN/TP, ion and element/heavy metals, etc..

30 itemsWater QualityElement/ion

View 30 items ROUTINE SOIL TESTING

Routine Soil Testing

Covers 35 parameters including basic physicochemical properties, N/P nutrients, ions, carbon/humus, elements/heavy metals and ecological indicators.

35 itemsSoilNutrient/carbon

View 35 items METHOD DEVELOPMENT

Comprehensive Testing and Method Development

Designs sample preparation, instrument workflows, quantification and quality-control plans for complex matrices, new targets and non-routine research questions.

Method CustomisationForward processingQuality control

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05 SUPPLIES