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Author

Martin Binder

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#graph neural networks Open access Oct 2026

Advancing chemical reaction prediction in data-scarce drug discovery with active and geometric deep learning.

The success of generative molecular design depends on the synthetic accessibility of the molecules it creates. While computational models can help predict chemical reactions, their current effectiveness is limited by a lack of reference data and the difficulty of accurately predicting reaction regioselectivity. Here, t...

Mason Minot, Yannick Stenzhorn, Jens Wolfard et al. · 0 citations
Open access Sep 2026

Modular assembly and property profiling of an expansive, shape-defined library of pentacyclic saturated N-heterocycles

The design, iterative synthesis, and comprehensive property profiling of a novel chemical library of shape-defined, morpholine-containing pentacycles revealed promising drug-like properties, including broad aqueous solubility, metabolic stability, low cytochrome P450 inhibition, and tunable membrane permeability.

E. Boschi, Dmitry Mazunin, Alex Mueller et al. · 0 citations

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