Fabrication of new materials

Read the full story at Energy Matters.

MIT researchers and their collaborators have demonstrated a novel system using artificial-intelligence techniques to help identify methods of fabricating materials, especially those that look promising in computer simulations. In one test, the system scanned half a million journal articles, recognized those that contained “recipes” for synthesizing various metal oxides, and produced a massive dataset of parameters such as operating temperatures and times. It then scanned the dataset to find patterns that highlight critical parameters.

In a test focusing on one compound, the system generated values for certain operating conditions that are realistic but don’t appear anywhere in the literature. Thus, with no guidance, the system leveraged the database to come up with a novel recipe that could be tested in a lab. The researchers are now working to improve the system’s accuracy and to refine its user interfaces so that experts can easily interpret the results, interact with the system, and select directions for further investigation.

Leave a Reply

Please log in using one of these methods to post your comment:

WordPress.com Logo

You are commenting using your WordPress.com account. Log Out /  Change )

Google+ photo

You are commenting using your Google+ account. Log Out /  Change )

Twitter picture

You are commenting using your Twitter account. Log Out /  Change )

Facebook photo

You are commenting using your Facebook account. Log Out /  Change )

w

Connecting to %s

This site uses Akismet to reduce spam. Learn how your comment data is processed.