From Berzelius to Hyperspace: Previously Unrecognized Network of Reactivity in Textbook Brominations

Y Yankai Jia W Wai‐Shing Wong (IBS Center for Algorithmic and Robotized Synthesis (CARS) Ulsan National Institute of Science and Technology Ulsan Republic of Korea) Y Yasemin Bilgi‐Gadina (IBS Center for Algorithmic and Robotized Synthesis (CARS) Ulsan National Institute of Science and Technology Ulsan Republic of Korea) L Louis P. J.‐L. Gadina (IBS Center for Algorithmic and Robotized Synthesis (CARS) Ulsan National Institute of Science and Technology Ulsan Republic of Korea) K King‐Lam Kwong (IBS Center for Algorithmic and Robotized Synthesis (CARS) Ulsan National Institute of Science and Technology Ulsan Republic of Korea) Y Yanqiu Jiang N Nikolaos Vagkidis (IBS Center for Algorithmic and Robotized Synthesis (CARS) Ulsan National Institute of Science and Technology Ulsan Republic of Korea) B Benito Marazzi (IBS Center for Algorithmic and Robotized Synthesis (CARS) Ulsan National Institute of Science and Technology Ulsan Republic of Korea) P Peter R. Schreiner B Bartosz A. Grzybowski

Abstract

ABSTRACT Chemical reactions are traditionally depicted as linear equations optimized toward a single product, with other outcomes treated as minor side products. However, advances in reaction automation now allow systematic exploration of reaction “hyperspaces”—that is, multidimensional landscapes of conditions—showing that even archetypal transformations can yield previously unrecognized dominant products. Using the Robowski robotic platform with low‐cost NMR detection, we scanned nearly 1000 conditions for the bromination of 1,1‐diphenylethylene (DPE) and benzylideneacetone (BDA). These maps revealed new major products, condition‐dependent switchovers between addition and substitution pathways, and novel substitution patterns with potential for derivatization into biologically active scaffolds. In turn, correlations and anticorrelations in product distributions across the hyperspace facilitated reconstruction of mechanistic networks connecting different outcomes. Together, our findings show that even foundational reactions, long considered mechanistically complete, harbor hidden complexity and behave as dynamic, switchable networks embedded in conditions’ space.

Article Details

Volume / Issue Vol. 1, Issue 1
Published August 05, 2026
ISSN 1433-7851
Publisher Wiley

Journal Info

Angewandte Chemie International Edition

Wiley

ISSN: 1433-7851 Physical Sciences

Authors (10)

Y

Yankai Jia

W

Wai‐Shing Wong

IBS Center for Algorithmic and Robotized Synthesis (CARS) Ulsan National Institute of Science and Technology Ulsan Republic of Korea

Y

Yasemin Bilgi‐Gadina

IBS Center for Algorithmic and Robotized Synthesis (CARS) Ulsan National Institute of Science and Technology Ulsan Republic of Korea

L

Louis P. J.‐L. Gadina

IBS Center for Algorithmic and Robotized Synthesis (CARS) Ulsan National Institute of Science and Technology Ulsan Republic of Korea

K

King‐Lam Kwong

IBS Center for Algorithmic and Robotized Synthesis (CARS) Ulsan National Institute of Science and Technology Ulsan Republic of Korea

Y

Yanqiu Jiang

N

Nikolaos Vagkidis

IBS Center for Algorithmic and Robotized Synthesis (CARS) Ulsan National Institute of Science and Technology Ulsan Republic of Korea

B

Benito Marazzi

IBS Center for Algorithmic and Robotized Synthesis (CARS) Ulsan National Institute of Science and Technology Ulsan Republic of Korea

P

Peter R. Schreiner

B

Bartosz A. Grzybowski