<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Materials Discovery | Atish Dixit</title><link>https://atishdixit16.github.io/tag/materials-discovery/</link><atom:link href="https://atishdixit16.github.io/tag/materials-discovery/index.xml" rel="self" type="application/rss+xml"/><description>Materials Discovery</description><generator>Hugo Blox Builder (https://hugoblox.com)</generator><language>en-us</language><lastBuildDate>Wed, 16 Sep 2026 00:00:00 +0000</lastBuildDate><image><url>https://atishdixit16.github.io/media/icon_hue4266afb24ec526e5a841a4cb3dcee35_20116_512x512_fill_lanczos_center_3.png</url><title>Materials Discovery</title><link>https://atishdixit16.github.io/tag/materials-discovery/</link></image><item><title>Electronic Materials Ontology System</title><link>https://atishdixit16.github.io/project/emos/</link><pubDate>Wed, 16 Sep 2026 00:00:00 +0000</pubDate><guid>https://atishdixit16.github.io/project/emos/</guid><description>&lt;p>Electronic materials discovery increasingly depends on a combination of databases, physics-based simulations, property prediction models, and generative models. However, these resources are often developed independently, making it difficult to connect them into coherent and reusable discovery workflows.&lt;/p>
&lt;p>The Electronic Materials Ontology System provides a modular framework for bringing these capabilities together. It uses a shared vocabulary for material properties and standardised data contracts so that researchers can combine different databases and models without rebuilding the connections between them for every project.&lt;/p>
&lt;p>By supporting custom workflows, the framework helps researchers move from material search and property prediction to candidate generation and device-oriented design. Its contribution model also makes it easier for the community to extend the system with new data sources, models, and discovery capabilities.&lt;/p></description></item></channel></rss>