A Mamba-Based Foundation Model for Chemistry
Emilio Ashton Vital Brazil, Eduardo Almeida Soares, et al.
NeurIPS 2024
We generated trinitreno-s-heptazine, a small molecule featuring three nitrene centers, by tip-induced chemistry from the precursor 2,5,8-triazido-s-heptazine on bilayer NaCl on Au(111). The precursor’s azide groups were dissociated to form mono-, di- and trinitreno-s-heptazine, yielding molecules with one to three nitrene centers. The precursor and its products are characterized by atomic force microscopy and scanning tunnelling microscopy. Broken-symmetry DFT and configuration interaction calculations of inter-nitrene and intra-nitrene exchange couplings suggest a ferromagnetic coupling of the S = 1 nitrene centers, resulting in a high-spin septet ground state for neutral trinitreno-s-heptazine in the gas phase. On bilayer NaCl on Au(111), the combined results of experiments and theory suggest trinitreno-s-heptazine to be an anion with a sextet ground state.
Emilio Ashton Vital Brazil, Eduardo Almeida Soares, et al.
NeurIPS 2024
Katharina Kaiser, Leonard-Alexander Lieske, et al.
Nature Communications
Marvin Alberts, Teodoro Laino
ACS Fall 2025
Shantanu Mishra, Manuel Vilas-Varela, et al.
Nature Chemistry