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4 changes: 1 addition & 3 deletions _gsocprojects/2026/project_BOA.md
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---
title: BOA
author: "Caterina Doglioni"
project: BOA
layout: default
organization: University of Manchester
logo: BOA-logo.png
description: |
[Bytewise Online Autoregressive (BOA) Constrictor](https://arxiv.org/abs/2511.11337) is a new streaming-capable lossless data compressor built upon the Mamba machine learning architecture. BOA combines an autoregressive Mamba model for next-byte prediction with a parallelised streaming range coder, and it is showing promising results in terms of data compression for high energy physics datasets. At the moment BOA is only a proof-of-principle, and we would love help in turning it into a viable tool that can be used in production.
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3 changes: 1 addition & 2 deletions _gsocprojects/2026/project_GreenMetaData.md
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---
title: GreenMetaData
project: GreenMetaData
author: "Caterina Doglioni"
layout: default
organization: GreenAlgorithms
logo: greenmetadata-logo.png
description: |
The [GreenMetaData](https://github.com/GreenAlgorithms/GreenMetaData) project aims to standardise the reporting of the environmental impact of computational research.
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