# Videos

Build intuition with introductory videos, then go deeper with technical talks
from FAIR Chemistry researchers.

## Why model atoms for climate?

This introductory series by Larry Zitnick is designed for viewers without a
computational chemistry background. It explains how machine learning can
accelerate chemistry research for climate applications.

<iframe width="560" height="315" src="https://www.youtube.com/embed/videoseries?si=IDjebRSRSThxX7Ar&amp;list=PLU7acyFOb6DXgCTAi2TwKXaFD_i3C6hSL" title="Why model atoms for climate? video series" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe>

[Watch the introductory series on YouTube](https://www.youtube.com/playlist?list=PLU7acyFOb6DXgCTAi2TwKXaFD_i3C6hSL).

## Technical presentations

::::{grid} 1

:::{card} FAIR Chemistry technical overview

An overview of the Open Catalyst Project and FAIR Chemistry framework,
including model architectures, training strategies, and catalysis applications.

<iframe width="560" height="315" src="https://www.youtube.com/embed/xpgrV0t91AE?si=aNb10t6oongzCWrY" title="FAIR Chemistry technical overview" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe>

[Watch the technical overview on YouTube](https://www.youtube.com/watch?v=xpgrV0t91AE).
:::

:::{card} Research applications and future directions

Research applications of FAIR Chemistry models and directions for machine
learning in computational chemistry and materials science.

<iframe width="560" height="315" src="https://www.youtube.com/embed/6TunVLsj0YE?si=QA53hdLpq4DH5Nb_" title="FAIR Chemistry research applications and future directions" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe>

[Watch the research applications talk on YouTube](https://www.youtube.com/watch?v=6TunVLsj0YE).
:::

::::

## Read the research

Browse [FAIR Chemistry papers](./core/fair_chemistry_papers.md) for the methods,
datasets, and applications behind the project.