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Mathematical Modelling of Rare Events in Nanoflows: A Feasibility Study

Lead Research Organisation: University of Warwick
Department Name: Mathematics

Abstract

The 21st century has heralded a revolution in the miniaturisation of fluid-based technologies that parallels those achieved in electronics in the 20th century, with technologies on microfluidics length scales now fully commercialised (e.g. 3D printers). Naturally, focus has now turned to exploiting the tremendous potential of flows at the nanoscale (i.e. nanofluidics), where huge surface area to volume ratios create systems that are driven by surface/interfacial effects, so that tiny volumes of fluid can be manipulated in ways that are unimaginable at the scales we observe in our daily lives.

Our focus here is on the breakup of liquid volumes at the nanoscale, which are key to applications including nano-manufacturing (e.g. of thin-film solar cells), tear films and 'dry out' of the eye, bionic nano-devices for regenerative medicine and novel nano-particle drugs. Remarkably, at present, no scientific tools have been developed for these nanoflows as:
- Experimental techniques can only provide limited information, as the dynamics occur too fast.
- Theoretical approaches based on conventional fluid dynamics fail at the nanoscale, as thermal fluctuations ('noise' or 'Brownian motion') drive qualitatively new stochastic dynamics.

This feasibility study will explore a new mathematical approach to overcome these challenges based on new methods for rare events that were originally developed for quantum mechanics. If successful, this will provide a platform for a much broader programme of intra-/inter-disciplinary research into the mathematical modelling of practically relevant nano-systems that could put the UK at the forefront of this high-tech emerging area.
 
Title Figures of "Collision of Liquid Drops: Bounce or Merge?" 
Description Matlab figures for Journal of Fluid Mechanics article "Collision of Liquid Drops: Bounce or Merge?" 
Type Of Art Film/Video/Animation 
Year Produced 2024 
URL https://figshare.com/articles/figure/Figures_of_Collision_of_Liquid_Drops_Bounce_or_Merge_/24894237/...
 
Title Figures of "Collision of Liquid Drops: Bounce or Merge?" 
Description Matlab figures for Journal of Fluid Mechanics article "Collision of Liquid Drops: Bounce or Merge?" 
Type Of Art Film/Video/Animation 
Year Produced 2024 
URL https://figshare.com/articles/figure/Figures_of_Collision_of_Liquid_Drops_Bounce_or_Merge_/24894237
 
Title Untitled Item 
Description Figures use in PRE paper. 
Type Of Art Film/Video/Animation 
Year Produced 2023 
URL https://figshare.com/articles/figure/Untitled_Item/21916320
 
Title Untitled Item 
Description Figures use in PRE paper. 
Type Of Art Film/Video/Animation 
Year Produced 2023 
URL https://figshare.com/articles/figure/Untitled_Item/21916320/1
 
Description This award helped to fund fundamental research into the behaviour of very small layers of liquid, which are crucial to numerous techonological and natural processes. It was discovered that holes in these films can be formed by the random motion of molecules, i.e. 'thermal fluctuations', which create 'rogue nanowaves'. This was a new discovery and the mathematical methods deployed on this process, those of rare event theory, were entirely new to this arena.
Exploitation Route - The new techniques developed will allow a host of related flows to be analysed by colleagues in applied maths, engineering and physics.

- The new predictions can be tested in theory-driven experiments by collaborators.

- End-users include those interested in the stability of very thin liquid coatings, a multi-billlion dollar industry, with whom links will now be established.
Sectors Agriculture

Food and Drink

Manufacturing

including Industrial Biotechology

 
Description Plenary Talk at International Workshop on Fluids under Confinement (IIT Kharagpur) 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Talk at an international workshop about my research
Year(s) Of Engagement Activity 2023
URL https://erp.iitkgp.ac.in/InfoCellDetails/resources/external/cepdata?course_id=CEP/CSC/23-24/ES/2312
 
Description Plenary at IIT Indore Workshop 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Postgraduate students
Results and Impact Plenary invited talk at IIT Indore Workshop
Year(s) Of Engagement Activity 2023
 
Description Press Release 
Form Of Engagement Activity A press release, press conference or response to a media enquiry/interview
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact The University of Warwick made a press release after publication of my research into 'Rogue Nanowaves'. This gained significant attention, as quantified by Altmertic - see https://aps.altmetric.com/details/154082789
Year(s) Of Engagement Activity 2023
URL https://warwick.ac.uk/newsandevents/pressreleases/?newsItem=8a17841a8b3cb121018b4382282c1d5e