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Tuesday, November 5, 2024

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5th Molecular Machine Learning Conference

Call for papers

Submitting authors of accepted short papers will be granted free admission. 

 

The winners of the Octavian-Eugen Ganea Prize for Best Paper will be invited to present their work in 20 minute oral presentations at the conference and offered a cash prize of $1,526.

We welcome short papers related to machine learning for molecules, from small drug-like molecules to proteins and organic crystals. Short papers can be submitted via the form below where you have to provide a 2 to 4 page .pdf file explaining your work. References, acknowledgments, and appendices do not count towards the page limit.


Here is an example of a possible format of a short paper and optional latex style files that you can use.

Authors of short papers retain full copyright of their work, and acceptance does not preclude publication of the same material at another venue. Also, submissions that are under review or have been recently published are allowed for submission. Authors must ensure that they are not violating any other venue's dual submission policies.

Submission guidelines

Topics of interest include but are not limited to:

  • Geometric machine learning for molecules

  • Molecular graph machine learning

  • Molecule/Protein 3D structure prediction and processing

  • Modeling molecular interactions

  • Molecular dynamics

  • Machine learning for quantum chemistry

 

Short papers must be submitted by October 10, 2024, 11:59 PM AOE. After our review phase, decisions will be communicated by email by October 18, 2024. Authors are expected to be present their short paper via a poster in-person during the poster presentation sessions on November 5, 2024. Below is an example poster together with templates for creating a poster.

Topic

Poster Guidelines

The submitting author of the accepted paper will automatically be registered for a ticket and receive a ticket to MoML 2024 @ MIT in their inbox. If the submitting author wishes to attend with their co-author(s), they may request additional tickets at jclinic-info@mit.edu.

Accepted authors are expected to be present their posters in-person during the poster session on November 5, 2024. Below is an example poster together with templates for creating a poster.

Attendees with accepted papers are welcome to use poster templates linked here.

Example poster:

EquiBind research poster with various diagrams and text
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