19-20 February 2020 in London
Our material specialists were at the Materials Research Exchange Conference in London to showcase how we adopt artificial intelligence solutions for more efficient materials design.
Our CTO Dr Gareth Conduit gave a talk on ‘Advanced Material Design Using Deep Learning’
When: Wednesday February 19th
Time: 3.15 pm – 3.45 pm
Conference Session: Towards a Smart Sustainable World
We present a novel approach to material design using a deep learning algorithm trained directly on sparse experimental data. This approach, which we call Alchemite, is capable of combining limited amounts of high-quality experimental data with plentiful, but potentially lower-quality, computer simulation or public domain data. Through this combination, Alchemite can identify key features in the data and design new compositions to satisfy stringent property constraints. We present applications in multiple domains, including alloy design, battery optimisation, and lubricant development.