> For the complete documentation index, see [llms.txt](https://atomic-data-sciences.gitbook.io/home/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://atomic-data-sciences.gitbook.io/home/overview/our-features.md).

# Feature Overview

Currently addressing the needs of imaging based characterization data

<table><thead><tr><th width="543">Platform Features</th><th align="center"> </th></tr></thead><tbody><tr><td>File upload and real-time ingestion</td><td align="center">✔</td></tr><tr><td><p>Generic filetypes (MP4, AVI, TIFF, JPG, PNG, TXT) </p><p>Technique-specific filetypes (IMM, IMG, SPE, VMS)</p><p>Batch upload (ZIP, TAR, GZ, 7Z, RAR)</p><p>If you don't see your data format listed, we'll add it!</p></td><td align="center">✔</td></tr><tr><td>Automated batch and real-time data processing</td><td align="center">✔</td></tr><tr><td>Analysis and visualizations built for <a href="/pages/wzA1naSfXKdSQeA2yiQS"><strong>RHEED</strong></a> <mark style="color:blue;"><strong>XPS, SEM, and instrument log files</strong></mark></td><td align="center">✔</td></tr><tr><td>Result standardization and schemas</td><td align="center">✔</td></tr><tr><td>User management and team data visibility</td><td align="center">✔</td></tr><tr><td>Cross data stream analysis and variance detection</td><td align="center">✔</td></tr><tr><td>Python API client - query results with general search</td><td align="center">✔</td></tr><tr><td>Data annotation, tagging, and grouping</td><td align="center">✔</td></tr><tr><td>Custom workflows and automations</td><td align="center">✔</td></tr></tbody></table>

<table><thead><tr><th width="543">Data streams</th><th align="center"> </th></tr></thead><tbody><tr><td>RHEED</td><td align="center">✔</td></tr><tr><td>XPS</td><td align="center">✔</td></tr><tr><td>Equipment Log Data (e.g., growth logs)</td><td align="center">✔</td></tr><tr><td>SEM</td><td align="center">✔</td></tr><tr><td>Metadata and user annotation</td><td align="center">✔</td></tr></tbody></table>

<table><thead><tr><th width="543">RHEED features</th><th align="center"> </th></tr></thead><tbody><tr><td>Automated data processing</td><td align="center">✔</td></tr><tr><td>Standardization of data</td><td align="center">✔</td></tr><tr><td>Automatic handling of rotation in RHEED video</td><td align="center">✔</td></tr><tr><td>Automated <a href="/pages/SIMVE74DysKPBdJuv6WC#clustering"><strong>Clustering</strong> </a>- segmentation of growth phases</td><td align="center">✔</td></tr><tr><td><mark style="color:blue;"><strong>Specular Oscillations</strong></mark> (visualization and metrics)</td><td align="center">✔</td></tr><tr><td><a href="/pages/wzA1naSfXKdSQeA2yiQS#streak-to-spot-ratio"><strong>Streak-to-spot ratio</strong></a> - measure of growth mode</td><td align="center">✔</td></tr><tr><td><mark style="color:blue;"><strong>Single image analysis</strong></mark> - extraction and pattern analysis</td><td align="center">✔</td></tr><tr><td><mark style="color:blue;"><strong>Lattice spacing</strong></mark> and <mark style="color:blue;"><strong>surface reconstruction</strong></mark> extraction</td><td align="center">✔</td></tr></tbody></table>

<table><thead><tr><th width="543">XPS features</th><th align="center"> </th></tr></thead><tbody><tr><td>Automated data processing, no peak fitting</td><td align="center">✔</td></tr><tr><td>Standardization of data</td><td align="center">✔</td></tr><tr><td>Spectra from k-alpha source</td><td align="center">✔</td></tr><tr><td>Survey spectra of in-organic materials</td><td align="center">✔</td></tr><tr><td>User refined elemental selection</td><td align="center">✔</td></tr></tbody></table>

<table><thead><tr><th width="543">SEM features</th><th align="center"> </th></tr></thead><tbody><tr><td>Automated data processing</td><td align="center">✔</td></tr><tr><td>Standardization of data</td><td align="center">✔</td></tr><tr><td>Feature extraction and quantification</td><td align="center">✔</td></tr></tbody></table>

<table><thead><tr><th width="543">Logs</th><th align="center"> </th></tr></thead><tbody><tr><td>Automated data processing</td><td align="center">✔</td></tr><tr><td>Standardization of data</td><td align="center">✔</td></tr><tr><td>Linking with other characterization data streams</td><td align="center">✔</td></tr><tr><td>Use in multi-trial variance detection alongside characterization</td><td align="center">✔</td></tr></tbody></table>

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**Contact us:** For any questions about the features in the Atomscale platform, please contact us via email at <support@atomscale.ai> or send us a message using the slack feedback feature in the Atomscale application.
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