CATEGORY INDEX

Professional Classification Index

All categories by AI, calculation of simulations, analysis of representation and instrument consumption.

AI Medical Imaging AI Projects

AI Medical Imaging

CT, MRI, division of pathology and micro-images, classification, detection and assistive interpretation programmes.

1 item AI Materials Screening AI Projects

AI Materials Screening

Shortening of candidate molecular and material screening paths by combining structural descriptors, literature and machine learning models.

1 item AI Process Optimization AI Projects

AI Process Optimization

Predicted modelling and multi-target optimization for formulation, process windows and performance objectives.

1 item AI Knowledge Bases AI Projects

AI Knowledge Bases

Organize papers, reports, experimental records and project information as a retrievable and retroactive scientific knowledge base.

1 item AI Multimodal Analysis AI Projects

AI Multimodal Analysis

Joint images, spectrographs, text, tables and time series data to build a cross-modular analysis process.

1 item AI Predictive Modeling AI Projects

AI Predictive Modeling

Performance prediction, risk assessment and interpretation of results based on machine/deep learning.

1 item AI Experimental Design AI Projects

AI Experimental Design

DOE and Bayesian optimization around variable space, test costs and performance targets.

1 item AI Agents AI Projects

AI Agents

Smart and automated tool development for scientific workflow, data processing and project management.

1 item Computational Fluid Dynamics Computational Simulation

Computational Fluid Dynamics

CFCD simulations of flow, temperature, pressure, flow, heat transfer, combustion and particle tracks, etc..

14 items First-Principles Calculations Computational Simulation

First-Principles Calculations

Geometry Optimization, electronic structure, state density, energy band, differential charge density, Bader and response path.

37 items Molecular Dynamics Computational Simulation

Molecular Dynamics

RDF, MSD, diffusion, free energy, interface wetting, solution/polymer/electrical structure simulation.

29 items Multiphysics and Finite Element Simulation Computational Simulation

Multiphysics and Finite Element Simulation

Thermal-power-electrical coupling, fatigue, fracture, contact, frequency and reliability simulation.

13 items Quantum Chemistry and Molecular Calculations Computational Simulation

Quantum Chemistry and Molecular Calculations

Molecular Geometry Optimization, ESP, IGMH, spectrometry, reaction thermodynamics and interaction analysis.

6 items Spectroscopy and Phase Analysis Material Characterization

Spectroscopy and Phase Analysis

XRD, Raman, FTIR, NMR, Synchronized Radiation and Crystal/Spectroscopy Structure Analysis.

25 items Surfaces, Interfaces, and Wettability Material Characterization

Surfaces, Interfaces, and Wettability

XPS, UPS, AFM, TOF-SIMS, contact angle and interface status analysis.

15 items Performance and Reliability Material Characterization

Performance and Reliability

Thermal, power, electrical, biological, electrochemical, environmental reliability and functional performance tests.

35 items Pore Structure & Specific Surface Area Material Characterization

Pore Structure & Specific Surface Area

BET, perforation, aperture, SAXS and silo/pore structure data.

Item 3 Morphology and Structure Material Characterization

Morphology and Structure

Microimage, Cross-section sample, Reconstruct 3D, Crystal particle orientation and shape statistics.

16 items Elements Material Characterization

Elements

Element, ion, component, metal content and organic/inorganic content.

27 items Particle Size & Dispersibility Material Characterization

Particle Size & Dispersibility

Particle distribution, Zeta level, molecular mass distribution and dispersion stability analysis.

Item 3 Supplies & Instruments

Office, 3D printing and computing consumables

3D Printed materials, mechanical processors, computing, office and identification consumables.

30 items Supplies & Instruments

PPE and Safety Equipment

Masks, gloves, protective clothing, protective mirrors, laboratory safety and protective supplies.

54 items Supplies & Instruments

Medium instruments and equipment

Laboratory medium equipment, basic detection equipment, pumps, refrigerators and supporting equipment.

52 items Supplies & Instruments

Biology and Cell Culture Supplies

Cell culture, molecular organisms, proteins, microbiological experiments and sterile materials.

69 items Supplies & Instruments

Analytical Testing and Characterization Supplies

chromatography, mass spectrometry, electroscopes, micrometry, spectrometry and representational test kits.

93 items Supplies & Instruments

Electrochemistry and Battery Supplies

Ethers, diaphragms, battery shells, electrolytes, electrochemical tanks and battery test consumables.

74 items Supplies & Instruments

Liquidity and liquid treatment

Waste materials associated with fluid transfer, dripping, injection, separation, sampling and liquid transfer.

17 items Supplies & Instruments

Plastic consumables and sample containers

Centrifugal tubes, sample bottles, freezer tubes, gunheads, culture boards, plastic containers and disposable consumables.

23 items Supplies & Instruments

Glassware and reaction equipment

Glassware such as cups, cylinders, capacity bottles, reaction bottles, funnels, condensers, etc..

22 items Supplies & Instruments

Small instruments and experimental tools

Desktop tools and small equipment, such as fluid transferers, mixing, utensils, heating, holding, cutting, etc..

32 items Supplies & Instruments

Material preparation and processing materials

Samples, grinding, polishing, washing, mechanical processing and material preparation packages.

31 items Supplies & Instruments

Filter separation and membrane consumption

Filters, paper Filters, needle Filters, SPE poles, dialysis bags and membrane separation consumables.

49 items Supplies & Instruments

General Chemical Reagents and Reference Standards

Common reagents, solvents, acid alkalis, standard products and analytical pure/excellent pure materials.

62 items Supplies & Instruments

Environmental Testing and Sampling Supplies

Water samples, gas, soil, environmental field detection and sample preservation materials.

25 items Supplies & Instruments

Sample management and storage logistics materials

Sample labels, seals, packaging, warehousing, cryogenic preservation and logistics turnover.

12 items Supplies & Instruments

Common consumables

Usage materials commonly used in laboratories that cannot be classified in a dedicated category can continue to be screened by name, specification and use.

7 items