New article by Cascella, Bore and Eisenstein

"The fellowship of the Grignard: 21st century computational tools for hundred-year-old chemistry".  A perspective article on research in main group chemistry, and novel opportunities provided by machine learning.

Illustration from the article showing a colbe with foru spheres and a comouter outside the colbe.

Illustration by the authors M. Cascella, S. L. Bore and O. Eisenstein. 

By Michele Cascella, Sigbjørn L. Bore, Odile Eisenstein
Published Apr. 11, 2025

Paper in perspective

In this perspective, we first provide a historical description of the discovery of the Grignard reaction, and the 100-year-old quest for the discovery of its mechanism. Then, we describe our recent contributions in the field, revealing how this textbook reaction is, in fact, a manifold of chemical transformations competing against each other, all in the same pot. Finally, we present how machine learning interacting potentials can today be the key to expand computational studies for even more complex processes, involving multiple metals, like Li or Zn, thus providing solid structural bases for the understanding and design of more effective reagents.

https://doi.org/10.1039/D5SC01078K  

Funding

The Research Council of Norway; Hylleraas Centre (262695), FRIPRO (314009), FRIPRO YRT (344993).  

Tags: Hylleraas Centre, mangroup, MLIP, Grignard
Published Apr. 11, 2025 9:00 PM - Last modified June 11, 2025 9:13 PM