# Chemical hydrodynamics of nuclear spin states

**Authors:** Anupama Acharya, Madhukar Said, Sylwia J. Barker, Marcel Utz, Bruno Linclau, Ilya Kuprov

PMC · DOI: 10.1126/sciadv.ady9103 · Science Advances · 2025-10-22

## TL;DR

The paper introduces a new method to simulate nuclear spin dynamics in complex chemical systems involving diffusion, flow, and reactions.

## Contribution

A numerically stable formalism is developed for time-domain modeling of nuclear spin dynamics with nonlinear kinetics and hydrodynamics.

## Key findings

- A formalism is presented for simulating nuclear spin dynamics with second-order reactions, diffusion, and flow.
- The method is demonstrated using a microfluidic NMR probe with a finite element model.
- The approach enables efficient simulation of nonlinear kinetics and hydrodynamics in microfluidic NMR.

## Abstract

Quantum mechanical equations of motion are strictly linear in density operators, but equations describing chemical kinetics and hydrodynamics may be nonlinear in concentrations. This incompatibility is fundamental, but special cases can be handled—for example, in magnetic resonance where nuclear spin interactions may be too weak influence concentration dynamics. For isolated spins and first-order reactions, this is a well-researched topic, but time evolution of complex nuclear spin systems in the presence of second-order kinetics, diffusion, and flow has so far remained intractable. In this communication, we report a numerically stable formalism for time-domain description of nuclear spin dynamics and relaxation in the simultaneous presence of diffusion, flow, and second-order chemical reactions. As an illustration, we use Diels-Alder cycloaddition of acrylonitrile to cyclopentadiene in the presence of diffusion and flow in a microfluidic NMR probe (a finite element model with thousands of Voronoi cells) with a spatially localized stripline radio frequency coil.

Microfluidic NMR is efficiently simulated in the simultaneous presence of nonlinear kinetics, diffusion, and hydrodynamics.

## Linked entities

- **Chemicals:** acrylonitrile (PubChem CID 7855), cyclopentadiene (PubChem CID 7612)

## Full-text entities

- **Chemicals:** cyclopentadiene (MESH:D003517), acrylonitrile (MESH:D000181)

## Full text

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## Figures

12 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12542940/full.md

## References

133 references — full list in the complete paper: https://tomesphere.com/paper/PMC12542940/full.md

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Source: https://tomesphere.com/paper/PMC12542940