Materials Informatics

Materials informatics is the application of data-driven methods, including machine learning techniques, to the field of materials science. This important part of the digital transformation toolbox for the materials industry has wide-ranging benefits, but the ability to enhance the sustainability of materials and their manufacturing processes could be the most impactful of these.

The materials industry is sometimes described as conservative, but digital transformation is well underway in the sector. Materials informatics - the application of data-centric approaches, including machine learning, to materials R&D - has the potential to be the most impactful arm of this process.

How can advanced functional materials such as conductive inks be developed more quickly? Anyone who has spent time in a laboratory knows that material development can be a laborious process.

Materials informatics (MI) involves using data-centric approaches, including AI and machine learning, to assist scientists and engineers in materials R&D.

The materials science industry is highly competitive. There are large changes in various sectors, such as an electric and autonomous future for vehicles, geopolitical & legislative developments, and new players offering innovative materials looking to gain market share. The key to future success will rely on commercializing R&D activity and remaining agile to market needs, two reasons that developing a materials informatics strategy is imperative.

Thursday 9 December 2021 - Assessment of the key mergers and acquisitions; Important funding rounds across; Notable partnerships; Establishment and expansion of production facilities; Role in key application areas including electronic devices, energy storage and 3D printing; Progression in various fields of green technology

With the pandemic still raging, supply chain disruptions, the chip shortage, climate catastrophes, and geopolitical turbulence, it is safe to say 2021 has not been smooth sailing. The materials and chemical sector provides the backbone of every industry and remains under pressure from all these challenges. In this article, IDTechEx highlights the key news from their independent perspective on this crucial industry.

Thursday 11 November 2021 - The latest commercial developments in the field; Assessment of the different strategic approaches being adopted; The key technology pillars required for a MI approach; Industry pain points; and Application case studies

Digital transformation is the buzzword in every sector; materials science and chemistry R&D is behind the curve but certainly no exception. The prospects are, of course, very attractive, but the reality far, far harder. This article looks at the status of this transformation, the enabling solutions, and those unresolved pain points.

Wednesday 10 November 2021 - The accelerating transition of printed/flexible electronics from technology push to market pull; Applications of printed/flexible electronic technologies that have been commercialized over the last 12 months; Roadmap for future adoption; A selection of both technical and commercial developments within the sector over the last year.