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Materials and Chemicals

Data-driven design and development of materials, chemicals, processes, and formulated products

Key benefits

Design and develop materials, chemicals, and formulations, gaining insight into what controls properties
Optimize process parameters and ensure production quality
Focus experiment and testing, achieving better results for less time and cost

White paper

7 examples of how materials and chemical companies innovate with AI

Download white paper

Applications in materials and chemicals

Aerospace

Alloy design and development

Design new or improved alloys, optimise process parameters, ensure quality, and characterise alloys efficiently.
additive-manufacturing-1200-627

Additive manufacturing

Understand vital property/process relationships for reliable, repeatable AM processes. Accelerate time-to-market.
Improving the performance of plastics using Alchemite

Plastics and elastomers

Improve the design, blending, and processing of polymeric materials, minimising trial-and-error
Using Alchemite to predict how to improve key properties of lubricants

Chemistry and chemical processes

Data-driven chemistry – cut out trial-and-error and accelerate discovery and development.
Acrylic-paint-pexels

Formulation design

Optimise formulated products such as paints, inks, cosmetics, foodstuffs, personal care products, and more.
alternative-auto-automobile-battery-110844

Batteries

Optimise battery materials and chemistries, along with battery packs and battery management.
production-process-1

Process optimisation and control

Apply all available data to optimise production processes and maintain quality.
deep learning algorithms to extract value from any sparse, noisy dataset

Data validation

Understand data accuracy and uncertainty, identify outliers, populate missing data.
experiments

Design of experiments

Design experiment programmes to get more from fewer experiments

Software providers

Embed the Alchemite deep learning algorithms into your materials or chemicals solution.

Learn more

Related resources & news

Trustworthy AI in the materials and chemicals industries

Trustworthy AI in the materials and chemicals industries

Machine learning for steelmaking

Machine learning for steelmaking

Time travel with machine learning

Travelling through time with machine learning

CIEX (Frankfurt, 25-6 Oct, 2023)

CIEX (Frankfurt, 25-6 Oct, 2023)

Alchemite™ User Group Meeting (17 Oct)

Alchemite™ User Group Meeting (17 Oct)

JTI present Alchemite™ machine learning applied to toxicology

JTI present Alchemite™ machine learning applied to toxicology

Recorded webinar – Machine Learning: Taking Design of Experiments to the next level

Recorded webinar – Machine Learning: Taking Design of Experiments to the next level

Combining ML with physics and chemistry models

Combining ML with physics and chemistry models

Smart lab

The right tool for the right job – ML and Design of Experiments

Customer Advisory Board charts machine learning future

Customer Advisory Board charts machine learning future

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