Formulations development

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Common Challenges

Managing the long process of developing a new formulation/product.
Improving the performance of an existing formulation/product in a timely manner.
Replacing supply chain ingredients of existing formulations/products.
Data is highly multi-dimensional and requires long and tedious experimentation cycles to obtain it.
Too many experiments and iterations to reach the desired performance target. Waste of time and resources.
Lost information. Not every result is recorded, leading to less than perfect predictive models and waste of time and resources.

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The value proposition of MaterialsZone

One platform, all the data, all the insights, all the stakeholders (R&D, scale-up, manufacturing QC, supply chain alternatives selection).
Easily applied AI/ML visualizations, insights and predictability.
No loss of knowledge.
Cut the number of experiments and iterations to optimize the formulation performance through design of experiments. This results in reduced R&D costs and faster time to market.
Focus on parameters (variables) that really matter.
Rapid accumulation of knowledge and predictability.
Easy application of AI/ML visualizations, insights and predictions.

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What does it take from a Materials Informatics Platform (MIP)?

Flexible data model that supports multiple dimensions, multiple types of data and any hierarchical nesting and association inherent in materials data.
Flexibility to accumulate data incrementally and continuously while the AI/ML insights and visualizations update as well.
Easily applied AI/ML visualizations, insights and predictability.
Simple workflow (figure 1) to obtain the desired results in the shortest way possible.

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MaterialsZone solution for formulation development

Formulations are everywhere - polymers, building materials, composites, etc. Formulation development is the basis of companies developing materials-based products. In formulation-based products, usually the product performance depends hardly on the product formulation and less on processing.

Typically, designing or developing a new formulation is triggered by new product specifications to meet. Along with product specification comes constraints on the materials to use, processing constraints, etc.

To avoid trial-and-error methodology and stick with a data-driven approach, MaterialsZone has developed an efficient workflow (figure 1) for formulation development that will reduce your R&D efforts and significantly reduce the number of experiments and iterations needed to reach the desired formulation.

Figure 1: Formulation development workflow.

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