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.
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.
Organisations
Publications
Coombs N
(2024)
Colloidal deposits from evaporating sessile droplets: Coffee ring versus surface capture
in Physical Review Fluids
Deblais A
(2024)
Early Stages of Drop Coalescence
Eggers J
(2025)
Coalescence Dynamics
in Annual Review of Fluid Mechanics
Keeler J
(2023)
Finding the point of no return: Dynamical systems theory applied to the moving contact-line instability
in Current Opinion in Colloid & Interface Science
Lewin-Jones P
(2024)
Collision of liquid drops: bounce or merge?
in Journal of Fluid Mechanics
Liu J
(2023)
Thermal capillary waves on bounded nanoscale thin films
in Physical Review E
| 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 |
