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Cristian Gabellini

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Jul 2026

AquaGen: Scaling generative models to molecular dynamics precision on thousands of atoms

AquaGen is presented, the first all-atom, explicit solvent, periodic-boundary-condition-aware generative model that produces molecular configurations from the Boltzmann distribution at a fraction of the cost of molecular dynamics (MD) and demonstrates the utility of high-resolution ensemble generation for free energy estimation.

Emmanuel Bengio, Sanjeev Raja, Yui-Tik Pang et al. · 1 citation

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