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Updated: Jul 12, 2026

An Analog Macroscopic Technique for Studying Molecular Hydrodynamic Processes in Dense Gases and Liquids
Published on: December 4, 2017
Capturing the essence of liquid-liquid phase-separation at macroscopic scales via a continuum model
Nayana Mukherjee1,2, Abdul Wasim1, Jagannath Mondal1
1Tata Institute of Fundamental Research Hyderabad, Telangana 500046, India. jmondal@tifrh.res.in.
Abstract:
Liquid-liquid phase separation (LLPS) drives the formation of membraneless biomolecular condensates central to cellular organization, but predictive models bridging molecular interactions and macroscopic phase behaviour remain elusive. Here we present a continuum reaction-diffusion model that captures key multiscale features of LLPS. The framework maps the phase space for condensate nucleation and growth, revealing a threshold in dilute-phase diffusivity above which droplet formation is enhanced. We find that stronger interconversion kinetics between the dilute and dense phases accelerate droplet coarsening and Ostwald ripening, consistent with faster growth of large droplets at the expense of smaller ones. Remarkably, our multi-component framework naturally produces ring-like dilute-phase shells around condensates. This phenomenon, observed experimentally, is inaccessible in classical single-field phase-separation models which lack explicit multi-component interactions. Incorporating stochastic fluctuations further accelerates phase separation, highlighting noise-sensitive regimes. By integrating molecular-level interactions into a continuum framework, the model achieves mechanistic transparency alongside computational efficiency. It offers predictive power to interpret and control LLPS across diverse biological and materials contexts.
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