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Call for papers

Authors of accepted short papers will be granted free registration and 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.

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 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 13, 2023, 11:59 PM AOE. After our review phase, decisions will be communicated by email by October 18, 2023. Authors are expected to be present their short paper via a poster in-person during the poster presentation sessions on November 8, 2023. Below is an example poster together with templates for creating a poster.

Example poster:

EquiBind research poster with various diagrams and text

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

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