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README.md

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## About ML4SCI
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Machine Learning for Science (ML4Sci) is an open-source organization that brings together modern machine learning techniques and applies them to cutting edge problems in Science, Technology, Engineering, and Math (STEM).
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## ML4SCI in GSoC 2021
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The ML4Sci open source organization is participating in the [2021 Google Summer of Code](https://summerofcode.withgoogle.com/). If you are a student interested in our [projects](https://ml4sci.org/activities/gsoc.html) please check our [ideas page](https://ml4sci.org/gsoc/2021/summary.html). ML4Sci is an umbrella organization that welcomes other projects and organizations related to machine-learning for science. Please contact the admins at [[email protected]]([email protected]) if you are interested in participating as a project.
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## ML4SCI in GSoC 2022
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The ML4Sci open source organization is participating in the [2022 Google Summer of Code](https://summerofcode.withgoogle.com/). If you are a student interested in our [projects](https://ml4sci.org/activities/gsoc.html) please check our [ideas page](https://ml4sci.org/gsoc/2022/summary.html). ML4Sci is an umbrella organization that welcomes other projects and organizations related to machine-learning for science. Please contact the admins at [[email protected]]([email protected]) if you are interested in participating as a project.
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![GSOC](https://ml4sci.org/images/GSoC/GSoC-icon-192.png)
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Please take a look at our [GSoC Page](https://ml4sci.org/activities/gsoc.html) for more details.

_activities/gsoc.md

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layout: default
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---
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# ![ML4SCI](/images/CERN-HSF-GSoC-logo.png){:height="100px"} Google Summer of Code 2021
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# ![ML4SCI](/images/CERN-HSF-GSoC-logo.png){:height="100px"} Google Summer of Code 2022
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## Introduction
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In 2021 ML4SCI is participating in the program as a GSoC umbrella organization.
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The ML4SCI organization has partnered with the [Google Summer of Code](https://summerofcode.withgoogle.com) in 2021 to broaden student participation in machine learning projects over a wide variety of scientific fields.
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In 2022 ML4SCI is participating in the program as a GSoC umbrella organization.
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The ML4SCI organization has partnered with the [Google Summer of Code](https://summerofcode.withgoogle.com) in 2022 to broaden student participation in machine learning projects over a wide variety of scientific fields.
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ML4SCI participants will be mentored by scientists at top research universities and laboratories on research projects at the cutting edge of science.
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Projects span a wide range of scientific domains, including physics, astronomy, planetary science, quantum information science and others.
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### For Students
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In 2021 GSoC students work with their mentors for 175 hrs to produce open-source codes that apply machine learning solutions to solve science problems. Projects span three evaluation periods that allow for students and mentors to collaborate on their project and evaluate student progress. Detailed rules for the GSOC program can be found [here](https://summerofcode.withgoogle.com/rules/).
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In 2022 GSoC students work with their mentors for 175 hrs to produce open-source codes that apply machine learning solutions to solve science problems. Projects span three evaluation periods that allow for students and mentors to collaborate on their project and evaluate student progress. Detailed rules for the GSOC program can be found [here](https://summerofcode.withgoogle.com/rules/).
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Interested students should look at the ideas page and contact the mentors. Candidates will be asked to complete an evaluation test for each project they apply to demonstrate the skills needed for the respective projects. In the next step, students will produce a proposal which will be evaluated for final student selection.
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The detailed timeline is shown below.
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<table class="table table-hover table-striped">
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<tr>
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<td>9 March 2021</td>
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<td>7 March 2022</td>
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<td>Accepted Organizations announced by Google</td>
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</tr>
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<tr>
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<td>9 March - 13 April 2021</td>
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<td>7 March - 19 April 2022</td>
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<td>Prospective Students interact with Mentors about evaluation tests and possible proposals</td>
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</tr>
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<tr>
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<td>13 April 2021</td>
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<td>19 April 2022</td>
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<td>Student Application Deadline</td>
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</tr>
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<tr>
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<td>17 May 2021</td>
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<td>20 May 2022</td>
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<td>Accepted Student Projects Announced</td>
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</tr>
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<tr>
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<td>17 May - 7 June 2021</td>
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<td>20 May - 12 June 2022</td>
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<td>Community Bonding</td>
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</tr>
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<tr>
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<td>7 June - 16 August 2021</td>
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<td>13 June - 12 September 2022</td>
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<td>Coding Begins</td>
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</tr>
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<table class="table table-hover table-striped">
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<tr>
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<td>15 February 2021</td>
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<td>TBA February 2022</td>
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<td>Deadline to apply for ML4Sci project participation</td>
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</tr>
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<tr>
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<td>18 February 2021</td>
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<td>21 February 2022</td>
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<td>We will apply to GSoC as an umbrella organization</td>
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</tr>
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<td>5 March 2021</td>
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<td>TBA March 2022</td>
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<td>Deadline to finalize student evaluation tests</td>
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</tr>
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<tr>
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<td>9 March 2021</td>
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<td>7 March 2022</td>
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<td>Accepted Orgs announced by Google</td>
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</tr>
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<tr>
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<td>9 March - 13 April 2021</td>
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<td>7 March - 19 April 2022</td>
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<td>Prospective Students interact with Mentors about evaluation tests and possible proposals</td>
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</tr>
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<tr>
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<td>3 May 2021</td>
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<td>12 May 2022</td>
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<td>Slot Requests</td>
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</tr>
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<td>17 May 2021</td>
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<td>20 May 2022</td>
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<td>Accepted Student Projects Announced</td>
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</tr>
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<td>17 May - 7 June 2021</td>
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<td>17 May - 12 June 2022</td>
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<td>Community Bonding</td>
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</tr>
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<tr>
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<td>7 June - 16 August 2021</td>
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<td>13 June - 12 September 2022</td>
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<td>Coding Begins</td>
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</tr>
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</table>
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## Projects in 2021
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## Projects in 2022
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{% assign current_year = "2021" %}
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{% assign current_year = "2022" %}
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{% include gsoc_project_list.ext year=current_year %}
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## Participating Organizations in 2021
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## Participating Organizations in 2022
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{% include gsoc_organization_list.ext year=current_year %}
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## Summary
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[Full list of Proposal Ideas](/gsoc/2021/summary.html)
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[Full list of Proposal Ideas](/gsoc/2022/summary.html)
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[Full list of Mentors](/gsoc/2021/mentors.html)
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[Full list of Mentors](/gsoc/2022/mentors.html)
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---
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_activities/gsoc2021.md

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---
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title: "Google Summer of Code 2021"
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author: "Andrei Gheata"
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layout: default
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---
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# ![ML4SCI](/images/CERN-HSF-GSoC-logo.png){:height="100px"} Google Summer of Code 2021
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## Introduction
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In 2021 ML4SCI is participating in the program as a GSoC umbrella organization.
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The ML4SCI organization has partnered with the [Google Summer of Code](https://summerofcode.withgoogle.com) in 2021 to broaden student participation in machine learning projects over a wide variety of scientific fields.
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ML4SCI participants will be mentored by scientists at top research universities and laboratories on research projects at the cutting edge of science.
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Projects span a wide range of scientific domains, including physics, astronomy, planetary science, quantum information science and others.
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### For Students
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In 2021 GSoC students work with their mentors for 175 hrs to produce open-source codes that apply machine learning solutions to solve science problems. Projects span three evaluation periods that allow for students and mentors to collaborate on their project and evaluate student progress. Detailed rules for the GSOC program can be found [here](https://summerofcode.withgoogle.com/rules/).
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Interested students should look at the ideas page and contact the mentors. Candidates will be asked to complete an evaluation test for each project they apply to demonstrate the skills needed for the respective projects. In the next step, students will produce a proposal which will be evaluated for final student selection.
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The detailed timeline is shown below.
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<table class="table table-hover table-striped">
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<tr>
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<td>9 March 2021</td>
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<td>Accepted Organizations announced by Google</td>
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</tr>
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<tr>
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<td>9 March - 13 April 2021</td>
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<td>Prospective Students interact with Mentors about evaluation tests and possible proposals</td>
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</tr>
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<tr>
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<td>13 April 2021</td>
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<td>Student Application Deadline</td>
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</tr>
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<tr>
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<td>17 May 2021</td>
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<td>Accepted Student Projects Announced</td>
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</tr>
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<tr>
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<td>17 May - 7 June 2021</td>
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<td>Community Bonding</td>
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</tr>
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<tr>
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<td>7 June - 16 August 2021</td>
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<td>Coding Begins</td>
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</tr>
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</table>
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Please see the [official GSoC Timeline](https://summerofcode.withgoogle.com/how-it-works/)
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### For Mentors
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For new projects wishing to join ML4SCI GSoC umbrella, please contact the admins at [[email protected]](mailto:[email protected]). Projects need to have a connection with machine learning applied to science to join us. The mentor timeline can be found below.
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<table class="table table-hover table-striped">
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<tr>
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<td>15 February 2021</td>
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<td>Deadline to apply for ML4Sci project participation</td>
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</tr>
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<tr>
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<td>18 February 2021</td>
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<td>We will apply to GSoC as an umbrella organization</td>
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</tr>
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<tr>
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<td>5 March 2021</td>
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<td>Deadline to finalize student evaluation tests</td>
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</tr>
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<tr>
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<td>9 March 2021</td>
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<td>Accepted Orgs announced by Google</td>
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</tr>
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<tr>
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<td>9 March - 13 April 2021</td>
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<td>Prospective Students interact with Mentors about evaluation tests and possible proposals</td>
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</tr>
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<tr>
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<td>3 May 2021</td>
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<td>Slot Requests</td>
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</tr>
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<tr>
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<td>17 May 2021</td>
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<td>Accepted Student Projects Announced</td>
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</tr>
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<tr>
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<td>17 May - 7 June 2021</td>
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<td>Community Bonding</td>
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</tr>
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<tr>
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<td>7 June - 16 August 2021</td>
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<td>Coding Begins</td>
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</tr>
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</table>
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## Projects in 2021
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{% assign current_year = "2021" %}
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{% include gsoc_project_list.ext year=current_year %}
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## Participating Organizations in 2021
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{% include gsoc_organization_list.ext year=current_year %}
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## Summary
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[Full list of Proposal Ideas](/gsoc/2021/summary.html)
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[Full list of Mentors](/gsoc/2021/mentors.html)
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---
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## Administrators
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Prof. Sergei Gleyzer (University of Alabama) <br>
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<a href="https://emanueleusai.com" target="_blank">Dr. Emanuele Usai (Brown University)</a> <br>
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Dr. Patrick Peplowski (JHUAPL) <br>
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Prof. Meenakshi Narain (Brown University) <br>
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## Contacts
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*ML4SCI GSoC Admins* [[email protected]](mailto:[email protected])
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_gsocorgs/2022/README.md

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## To add a new organization
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Proposals are attached to an organization (e.g. CERN, Fermilab…). If you are a new organization, you need to create a MD file describing your organization in this directory. This is a very simple file, containing only a (short, one paragraph) front matter section that defines the attributes of your organization.
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A proposal is attached to an organization by its attribute organization that must match (case insensitive) the organization attribute defined in organization MD file. This attribute can be a single value or a list. For a list, use the following syntax in the front matter section:
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organization:
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- CERN
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- Fermilab
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To create a new organization, copy `_gsocorgs/2020/cern.md`, create a file for your organization and edit its contents as appropriate. The file name should be in lower case matching the organization attribute. Each organization must have a logo in the folder hsf.github.io/images in png format, named `ORG-logo.png` upper case. For example for the organization CC-IN2P3, the organization file should be named `cc-in2p3.md` and the logo file should be `CC-IN2P3-logo.png`.
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Note that most organizations already have MD files in the previous year folders - they can be copied in the 2021 folder (instead of modifying CERN.md) and changed to match the rules above.

_gsocorgs/2022/alabama.md

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---
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title: "University of Alabama"
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author: "Omar Zapata"
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layout: default
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organization: Alabama
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logo: UA-logo.jpg
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description: |
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The [University of Alabama](https://www.ua.edu/) is a public research university in Tuscaloosa, Alabama. Established in 1820, the University of Alabama is the oldest and largest of the public universities in Alabama as well as the flagship of the University of Alabama System
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---
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{% include gsoc_proposal.ext %}

_gsocorgs/2022/aub.md

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---
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title: "American University of Beirut"
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author: "Emanuele Usai"
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layout: default
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organization: AUB
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logo: AUB_Seal_3.png
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description: |
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The American University of Beirut (AUB) is a private, non-sectarian, and independent university chartered in New York with its campus in Beirut, Lebanon
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---
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{% include gsoc_proposal.ext %}

_gsocorgs/2022/bits pilani goa.md

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---
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title: "BITS Pilani Goa"
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author: "Emanuele Usai"
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layout: default
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organization: BITS Pilani Goa
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logo: BITS_Pilani-Logo.svg.png
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description: |
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Birla Institute of Technology and Science, Pilani – Goa Campus is a private deemed university campus located in Goa, India.
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---
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{% include gsoc_proposal.ext %}
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---
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title: "BITS Pilani Hyderabad"
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author: "Emanuele Usai"
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layout: default
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organization: BITS Pilani Hyderabad
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logo: BITS_Pilani-Logo.svg.png
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description: |
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Birla Institute of Technology and Science, Pilani – Hyderabad Campus is a private deemed university campus located in Hyderabad, India.
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---
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{% include gsoc_proposal.ext %}

_gsocorgs/2022/brown.md

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---
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title: "Brown University"
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author: "Omar Zapata"
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layout: default
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organization: Brown
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logo: BROWN-logo.png
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description: |
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Brown University is a private Ivy League research university in Providence, Rhode Island, founded in 1764.
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---
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{% include gsoc_proposal.ext %}

_gsocorgs/2022/cern.md

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---
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title: "CERN"
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author: "Benedikt Hegner"
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layout: default
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organization: CERN
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logo: CERN-logo.jpg
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description: |
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At [CERN](https://home.cern), the European Organization for Nuclear Research, physicists and engineers are probing the fundamental structure of the universe. They use the world's largest and most complex scientific instruments to study the basic constituents of matter – the fundamental particles.
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---
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{% include gsoc_proposal.ext %}

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