ML4Science 2026 is the fourth meeting in the proposed annual series after the initial pre-pandemic meeting on ML4Science at IIIT Hyderabad in November 2019. This meeting will focus on the applications of Modern Machine Learning methods in the general area of molecular sciences (Molecule/Drug/Material design, Interatomic potentials, MD simulations, Biomolecular dynamics etc.). 

The number of participants, approximately equal number of scientists and young researchers, is limited to about 100. There will be ~30 talks, ~60 posters, hackathon sessions and enough time for discussions. It is desirable that the talks and posters present an ongoing work (or recently published work) with machine learning methods as one of the components. We request the speakers to avoid overview talks/Popular lectures.