Ceriotti, Michele

4 publications

TMLR 2026 Learning Long-Range Representations with Equivariant Messages Egor Rumiantsev, Marcel F. Langer, Tulga-Erdene Sodjargal, Michele Ceriotti, Philip Loche

NeurIPS 2025 FlashMD: Long-Stride, Universal Prediction of Molecular Dynamics Filippo Bigi, Sanggyu Chong, Agustinus Kristiadi, Michele Ceriotti

ICML 2025 The Dark Side of the Forces: Assessing Non-Conservative Force Models for Atomistic Machine Learning Filippo Bigi, Marcel F. Langer, Michele Ceriotti

NeurIPS 2023 Smooth, Exact Rotational Symmetrization for Deep Learning on Point Clouds Sergey Pozdnyakov, Michele Ceriotti