Multiphase Multicomponent Lattice Boltzmann Method for Modelling Wetting on Liquid Infused Surfaces
Lead Research Organisation:
University of Edinburgh
Department Name: Sch of Engineering
Abstract
Liquid infused surfaces (LIS) are a novel class of surfaces inspired by nature (pitcher plants) that repel any kind of liquid. LIS are constructed by impregnating rough, porous or textured surfaces with wetting lubricants, thereby conferring them advantageous surface properties including self-cleaning, anti-fouling, and enhanced heat transfer. These functional surfaces have the potential to solve a wide range of societal, environmental and industrial challenges. Examples range from household food waste, where more than 20% is due to packaging and residues; to mitigating heat exchanger fouling, estimated to be responsible for 2.5% of worldwide CO2 emissions.
Despite their significant potential, however, to date LIS coatings are not yet viable in practice for the vast majority of applications due to their lack of robustness and durability. At a fundamental level, the presence of the lubricant gives rise to a novel but poorly understood class of wetting phenomena due to the rich interplay between the thin lubricant film dynamics and the macroscopic drop dynamics, such as an effective long-range interaction between droplets and delayed coalescence. It also leads to numerous open challenges unique to LIS, such as performance degradation due to lubricant depletion.
Integral to this EPSRC Fellowship project is an innovative numerical approach based on the Lattice Boltzmann method (LBM) to solve the equations of motion for the fluids. A key advantage of LBM is that key coarse-grained molecular information can be incorporated into the description of interfacial phenomena, while remaining computationally tractable to study the macroscopic flow dynamics relevant for LIS. LBM is also highly flexible to account for changes in the interface shape and topology, complex surface geometry, and it is well-suited for high performance computing. The developed simulation framework will be the first that can fully address the complexity of wetting dynamics on LIS, and the code will be made available open source through OpenLB.
Harnessing the LBM simulations and supported by experimental data from four project partners, I will provide the much-needed step change in our understanding of LIS. The expected outcomes include: (i) design criteria that minimise lubricant depletion, considered the main weakness of LIS; (ii) new insights into droplet and lubricant meniscus dynamics on LIS across a wide range of lubricant availability and wettability conditions; and (iii) quantitative models for droplet interactions on LIS mediated by the lubricant. These key challenges are shared by the majority, if not all, of LIS applications. Addressing them is the only way forward to better engineer the design of LIS.
Finally, the computational tools and fundamental insights developed in the project will be exploited to explore two potentially disruptive technologies based on LIS, which are highly relevant for the energy-water-environment nexus in sustainable development. First, I will investigate application in carbon capture, exploiting how liquids can be immobilised in LIS with a large surface to volume ratio, in collaboration with ExxonMobil. More specifically, liquid amine-based CO2 capture is an important and commercially practised method, but the costly infrastructure and operation prohibit its widespread implementation. Excitingly, LIS may provide a solution to a more economical carbon capture method using liquid amine. Second, motivated by the current gap of 47% in global water supply and demand, as well as environmental pressure to reduce the use of surfactants, I will examine new approaches to clean in collaboration with Procter & Gamble. The key idea is to induce dewetting of unwanted liquid droplets on solid surfaces using a thin film of formulation liquid, thus introducing wettability alteration more locally and using much reduced resources.
Despite their significant potential, however, to date LIS coatings are not yet viable in practice for the vast majority of applications due to their lack of robustness and durability. At a fundamental level, the presence of the lubricant gives rise to a novel but poorly understood class of wetting phenomena due to the rich interplay between the thin lubricant film dynamics and the macroscopic drop dynamics, such as an effective long-range interaction between droplets and delayed coalescence. It also leads to numerous open challenges unique to LIS, such as performance degradation due to lubricant depletion.
Integral to this EPSRC Fellowship project is an innovative numerical approach based on the Lattice Boltzmann method (LBM) to solve the equations of motion for the fluids. A key advantage of LBM is that key coarse-grained molecular information can be incorporated into the description of interfacial phenomena, while remaining computationally tractable to study the macroscopic flow dynamics relevant for LIS. LBM is also highly flexible to account for changes in the interface shape and topology, complex surface geometry, and it is well-suited for high performance computing. The developed simulation framework will be the first that can fully address the complexity of wetting dynamics on LIS, and the code will be made available open source through OpenLB.
Harnessing the LBM simulations and supported by experimental data from four project partners, I will provide the much-needed step change in our understanding of LIS. The expected outcomes include: (i) design criteria that minimise lubricant depletion, considered the main weakness of LIS; (ii) new insights into droplet and lubricant meniscus dynamics on LIS across a wide range of lubricant availability and wettability conditions; and (iii) quantitative models for droplet interactions on LIS mediated by the lubricant. These key challenges are shared by the majority, if not all, of LIS applications. Addressing them is the only way forward to better engineer the design of LIS.
Finally, the computational tools and fundamental insights developed in the project will be exploited to explore two potentially disruptive technologies based on LIS, which are highly relevant for the energy-water-environment nexus in sustainable development. First, I will investigate application in carbon capture, exploiting how liquids can be immobilised in LIS with a large surface to volume ratio, in collaboration with ExxonMobil. More specifically, liquid amine-based CO2 capture is an important and commercially practised method, but the costly infrastructure and operation prohibit its widespread implementation. Excitingly, LIS may provide a solution to a more economical carbon capture method using liquid amine. Second, motivated by the current gap of 47% in global water supply and demand, as well as environmental pressure to reduce the use of surfactants, I will examine new approaches to clean in collaboration with Procter & Gamble. The key idea is to induce dewetting of unwanted liquid droplets on solid surfaces using a thin film of formulation liquid, thus introducing wettability alteration more locally and using much reduced resources.
Organisations
- University of Edinburgh (Lead Research Organisation, Project Partner)
- ExxonMobil (Collaboration, Project Partner)
- Infineon Technologies (Collaboration)
- University College London (Collaboration)
- Karlsruhe Institute of Technology (Collaboration)
- Karlsruhe Institute of Technology (KIT) (Project Partner)
- Singapore A star (Project Partner)
- Procter & Gamble (International) (Project Partner)
- Max Planck Institutes (Project Partner)
- Washington University in St Louis (Project Partner)
- UNIVERSITY COLLEGE LONDON (Project Partner)
Publications

Naga A
(2024)
Direct visualization of viscous dissipation and wetting ridge geometry on lubricant-infused surfaces
in Communications Physics

Sun K
(2025)
Nanoparticle adhesion at liquid interfaces
in Soft Matter

Wan G
(2024)
Finding transition state and minimum energy path of bistable elastic continua through energy landscape explorations
in Journal of the Mechanics and Physics of Solids
Related Projects
Project Reference | Relationship | Related To | Start | End | Award Value |
---|---|---|---|---|---|
EP/V034154/1 | 30/09/2021 | 29/04/2024 | £1,151,142 | ||
EP/V034154/2 | Transfer | EP/V034154/1 | 30/04/2024 | 29/09/2026 | £720,195 |
Description | My group has developed state of the art lattice Boltzmann methods that allow us to simulate flows involving multiple fluid phases and components as well as highly complex geometries. We have also incorporated additional capabilities in the method, including to allow phase change (e.g., liquid evaporation) and interactions with solid particles. Our work has provided important insights into wetting of droplets on liquid infused and other structured surfaces, including (i) understanding how the droplet is surrounded by a wetting ridge and its impact on the droplet contact angle and friction law, (ii) understanding liquid imbibition on rough surfaces, (iii) exploring the possibility to pattern the lubricant domains on liquid infused surfaces, (iv) designing ways to drive droplet self-propulsion and liquid directional motion, (v) studying how contaminants are removed from liquid repellent surfaces, and (vi) understanding how liquids evaporate on structured surfaces. Beyond liquid infused surfaces, the concepts and methods developed have been useful for other areas of science. This includes new collaborations in the areas of microfluidics, surface cleaning, and biomolecular condensates. |
Exploitation Route | Some of the computational models developed in this project have been incorporated into OpenLB, an open source lattice Boltzmann method. This way anyone can use it for their research purposes. The outcomes so far have also led to new collaborations, both with colleagues in academia and industry. The collaborations range from interest to use our simulation methods on different research problems to academic joint works and funded projects with industrial partners (such as ExxonMobil and Infineon). |
Sectors | Chemicals Electronics Energy Environment Manufacturing including Industrial Biotechology |
Description | This project allows us to develop state-of-the-art simulation method useful for modelling liquids interacting with highly complex geometries. Building on results in this project, we have been awarded an EPSRC IAA project to collaborate with ExxonMobil to help them develop a novel carbon capture mechanism called SWIRL (Solid with Infused Reactive Liquid). A key challenge they have is to reduce evaporation, and we have used our simulations to help the company understand this problem. Recently we have also started work with Infineon to help them develop environmental barrier for their electronic products. They want to improve liquid repellency by surface structuring, and we believe our simulation tools are suitable to help them understand the real world challenge and how to improve their product design. |
First Year Of Impact | 2023 |
Sector | Electronics,Energy |
Impact Types | Economic |
Description | Designing Structured Surfaces with Superwettability Properties |
Amount | £64,000 (GBP) |
Organisation | Infineon Technologies |
Sector | Private |
Country | Germany |
Start | 08/2024 |
End | 09/2028 |
Description | Collaboration with team that develops openLB open source software |
Organisation | Karlsruhe Institute of Technology |
Country | Germany |
Sector | Academic/University |
PI Contribution | We have implemented our free energy lattice Boltzmann model for ternary fluids in openLB, an open source lattice Boltzmann software. This increases the capability of openLB for simulating multicomponent flows. Since openLB is open source, our model is now available to other lattice Boltzmann users. |
Collaborator Contribution | The openLB team helps us with the implementation, providing much needed technical support for us to understand how the openLB software is structured and written. |
Impact | My group is now one of the authors of the openLB software. The lattice Boltzmann method has been used to tackle a number of fluid problems in mathematics, physics and engineering. |
Start Year | 2018 |
Description | ExxonMobil |
Organisation | ExxonMobil |
Country | United States |
Sector | Private |
PI Contribution | We help develop a new carbon capture technology based on liquid infused surfaces. |
Collaborator Contribution | The company provides inputs to the design of the study, including geometries and material properties. |
Impact | Rough Capillary Rise J. R. Panter, A. R. Konicek, M. A. King, A. Jusufi, M. S. Yeganeh, and H. Kusumaatmaja* (Nature) Communications Physics 6, 44 (2023) Phase Field Simulation of Liquid Filling on Grooved Surfaces for Complete, Partial and Pseudo-partial Wetting Cases F. Oktasendra, A. Jusufi, A. R. Konicek, M. S. Yeganeh, J. R. Panter, and H. Kusumaatmaja* Journal of Chemical Physics 158, 204501 (2023) |
Start Year | 2022 |
Description | Infineon Technologies |
Organisation | Infineon Technologies |
Country | Germany |
Sector | Private |
PI Contribution | We investigate possible designs of liquid repellent surfaces for applications in some of the devices developed by Infineon. |
Collaborator Contribution | The company provides relevant information on the systems of interest as well as typical material properties used. |
Impact | The initial collaboration has led to Infineon providing funding for an EPSRC Case Conversion PhD studentship at the University of Edinburgh. |
Start Year | 2023 |
Description | UKCOMES |
Organisation | University College London |
Department | UK Consortium on Mesoscale Engineering Sciences |
Country | United Kingdom |
Sector | Academic/University |
PI Contribution | I am the work package leader on multiphase and interfacial flows. This has continued upon my move from Durham to Edinburgh. |
Collaborator Contribution | This is a UK wide consortium on mesoscale engineering simulations. It provides opportunities to network and collaborate. It also provides access to HPC facilities. |
Impact | This is a multidisciplinary collaboration, involving mathematics, physics, chemistry, materials science and engineering. |
Start Year | 2023 |
Title | OpenLB Release 1.7: Open Source Lattice Boltzmann Code |
Description | The OpenLB project provides a C++ package for the implementation of lattice Boltzmann methods (LBM) that is general enough to address a vast range of tansport problems, e.g. in computational fluid dynamics. The source code is publicly available and constructed in a well readable, modular way. This enables for a fast implementation of both academic test problems and advanced engineering applications. It is also easily extensible to include new physical models. Official website: www.openlb.net/ |
Type Of Technology | Software |
Year Produced | 2024 |
Open Source License? | Yes |
Impact | The software is used by academics and industrialists worldwide. |
URL | https://zenodo.org/doi/10.5281/zenodo.7773496 |
Description | Biweekly discussion with ExxonMobil |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Industry/Business |
Results and Impact | Biweekly discussion with ExxonMobil as they are an industrial partner supporting this grant. |
Year(s) Of Engagement Activity | 2022,2023,2024,2025 |
Description | UKFN SIG Modelling Cleaning and Decontamination workshop |
Form Of Engagement Activity | Participation in an activity, workshop or similar |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Industry/Business |
Results and Impact | I was the main organiser for a workshop on Modelling Cleaning and Decontamination. The aim was to bring together researchers from academia and industry working in the area of cleaning and decontamination. We had a good industrial representatives, such as from Beko and Miele, attending the meeting. |
Year(s) Of Engagement Activity | 2024 |