Prof Yi Sui
Professor of Fluid Mechanics
Director of Research
School of Engineering and Materials Science
Queen Mary University of London
Queen Mary University of London
Research
Biofluids and Cell biomechanics, Multiphase flows, Transport phenomena, Microfluidics, High-speed imaging, Real-Time AI
Interests
The research in the Intelligent Biofluid Mechanics Group mainly concerns modelling, simulation and characterisation of suspended biological cells. We develop high-fidelity mechanical models, computational methods, real-time AI algorithms, and high-speed imaging and data streaming systems, and integrate them to build new tools with unparalleled performance for label-free cell phenotyping and sorting.Recent research highlights
1. A computational model for the transit of cancer cells through a constricted microchannel.
The dynamics of cancer cells flowing in microchannels is a fundamental problem that lies in the heart of numerous biomedical applications. Examples include but not limit to label-free microfluidic devices to enrich circulating tumor cells from the blood samples of cancer patients, bioprinting of tumor cells to build 3D tumor models.
In this project we build a three-dimensional computational framework to simulate the transient deformation of suspended cancer cells flowing through a constricted microchannel. We find that the classical Skalak’s law can accurately predict the steady deformation of the cancer cell in the straight channel, however, for cell transient deformation in the constriction region, excellent agreement with the experiment can only be achieved by employing a viscoelastic cell membrane model with the membrane viscosity depending on its mode of deformation (shear versus elongation)
2. A method for real‑time mechanical characterisation of microcapsules
We develop a novel multilayer perceptron (MLP)-based machine learning (ML) approach, for real-time simultaneous predictions of the membrane mechanical law type, shear and area-dilatation moduli of microcapsules, from their camera-recorded steady profiles in tube flow. By MLP, we mean a neural network where many perceptrons are organised into layers. A perceptron is a basic element that conducts input–output mapping operation. We test the performance of the present approach using both simulation and experimental data. We find that with a reasonably high prediction accuracy, our method can reach an unprecedented low prediction latency of less than 1 millisecond on a personal computer. That is the overall computational time, without using parallel computing, from a single experimental image to multiple capsule mechanical parameters. It is faster than a recently proposed convolutional neural network-based approach by two orders of magnitude, for it only deals with the one-dimensional capsule boundary instead of the entire two-dimensional capsule image. Our new approach may serve as the foundation of a promising tool for real-time mechanical characterisation and online active sorting of deformable microcapsules and biological cells in microfluidic devices.
3. Transient deformation of a viscoelastic capsule flowing through a cross-slot microchannel
With an immersed-boundary lattice-Boltzmann method, we consider the transit of a three-dimensional initially spherical capsule with a viscoelastic membrane through a cross-slot microchannel. The capsule is released with a small initial off-centre distance in the feeding channel, to mimic experiments where capsules or cells are not perfectly aligned to the centreline. Our main objective is to establish the phase diagram of the capsule's deformation modes as a function of the flow inertia and capsule membrane viscosity. We mainly find three deformation modes in the channel cross-slot. For a capsule with low membrane viscosity, a quasi-steady mode occurs at low Reynolds numbers (Re), in which the capsule can reach and maintain a steady ellipsoidal shape near the stagnation point, for a considerable time period. With Re increasing to 20, an overshoot-retract mode is observed. The capsule deformation oscillates on an inertial-elastic time scale, suggesting that the dynamics is mainly driven by the balance of the inertial and membrane elastic forces. The membrane viscosity slows down the capsule deformation and suppresses the overshoot-retract mode. A capsule with high membrane viscosity undergoes a continuous-elongation mode, in which its deformation keeps increasing during most of its journey in the channel cross-slot. We summarise the results in phase diagrams, and propose a scaling model which can predict the deformation modes of a viscoelastic capsule in the inertial flow regime. We also discuss implications of the present findings to practical experiments for mechanical characterisation of capsules or cells.
4. A neural network-based algorithm for high-throughput characterisation of viscoelastic properties of flowing microcapsules
Microcapsules, consisting of a liquid droplet enclosed by a viscoelastic membrane, have a wide range of biomedical and pharmaceutical applications and also serve as a popular mechanical model for biological cells. In this study, we develop a novel high throughput approach, by combining a machine learning method with a high-fidelity mechanistic capsule model, to accurately predict the membrane elasticity and viscosity of microcapsules from their dynamic deformation when flowing in a branched microchannel. The machine learning method consists of a deep convolutional neural network (DCNN) connected by a long short-term memory (LSTM) network. We demonstrate that with a superior prediction accuracy the present hybrid DCNN-LSTM network can still be faster than a conventional inverse method by five orders of magnitude, and can process thousands of capsules per second. We also show that the hybrid network has fewer restrictions compared with a simple DCNN.
5. Path selection of a train of spherical capsules in a branched microchannel
Microfluidic systems consisting of a square microchannel with an orthogonal side branch are promising tools to enrich or sort suspensions of deformable capsules. To allow their operating control, we numerically consider a train of initially spherical identical capsules, equally spaced along the axis of the feeding channel. The capsules have a strain-hardening membrane, an internal fluid viscosity identical to that of the external fluid and a size comparable to that of the channel. We study the influence of the interspacing on the capsule path selection at the channel bifurcation using a three-dimensional immersed boundary–lattice Boltzmann method. Our objectives are to establish a phase diagram and identify the critical interspacing above which hydrodynamic interaction between capsules no longer affects their path selection. We find two main regimes. At low interspacing, strong capsule interaction leads to an unsteady regime for which the capsule path selection follows either a periodic or a disordered state. Above a critical initial interspacing dct, a steady regime is achieved where interaction between capsules is too weak to affect their path selection. The capsules then follow an identical steady trajectory. We find that the dependence of the interspacing dct, normalised by the capsule radius, on the flow split ratio falls onto a universal curve regardless of the flow strength, capsule size and membrane shear elasticity. We also compare the path selection of a capsule train with that of a two-capsule system, and discuss applications of the present results in controlling capsule trains in microfluidic suspension enrichment devices.
6. A fate-alternating transitional regime in contracting liquid filaments
The fate of a contracting liquid filament depends on the Ohnesorge number, the initial aspect ratio and surface perturbation. Generally, it is believed that there exists a critical aspect ratio Γc such that longer filaments break up and shorter ones recoil into a single drop. Through computational and experimental studies, we report a transitional regime for filaments with a broad range of intermediate aspect ratios, where there exist multiple Γc thresholds at which a novel breakup mode alternates with no-break mode. We develop a simple model considering the superposition of capillary waves, which can predict the complicated new phase diagram. In this model, the breakup results from constructive interference between the capillary waves that originate from the ends of the filament.
Publications
2024
Jing D, Lu R, Farutin A, Guo Z, Wang F, Wang W, Misbah C and Sui Y (2024). Droplets can enhance microcapsule deformation in channel flow. Communications Physics, Springer Nature vol. 7 (1)
20-09-2024
20-09-2024
Lu R, Yu P and Sui Y (2024). A computational study of cell membrane damage and intracellular delivery in a cross-slot microchannel. Soft Matter, Royal Society of Chemistry (RSC) vol. 20 (20), 4057-4071.
01-01-2024
01-01-2024
2023
Wang J-X, Zhang F-Y, Li S-Y, Cheng Y-P, Yan W-C, Wang F, Xu J-L and Sui Y (2023). Numerical Studies on the Controlled Thermocapillary Migration of a Sessile Droplet. Industrial & Engineering Chemistry Research, American Chemical Society (ACS) vol. 62 (44), 18792-18799.
23-10-2023
23-10-2023
Naz N and Sui Y (2023). A three-dimensional level set method for droplet sorting using a non-uniform electric field. Physics of Fluids, AIP Publishing vol. 35 (8)
01-08-2023
01-08-2023
Chen S, Cheng Y, Zhao Z, Zhang K, Hao T, Sui Y, Wang W, Zhao J and Li Y (2023). Core–Shell-Structured Electrorheological Fluid with a Polarizability-Tunable Nanocarbon Shell for Enhanced Stimuli-Responsive Activity. ACS Applied Materials & Interfaces, American Chemical Society (ACS) vol. 15 (29), 35741-35749.
14-07-2023
14-07-2023
Lu RX, Guo ZY, Yu P and Sui Y (2023). Transient deformation of a viscoelastic capsule in a cross-slot microchannel: effects of inertia and membrane viscosity. Journal of Fluid Mechanics, Cambridge University Press (CUP) vol. 962
03-05-2023
03-05-2023
Guo Z, Lin T, Jing D, Wang W and Sui Y (2023). A method for real-time mechanical characterisation of microcapsules. Biomechanics and Modeling in Mechanobiology, Springer Nature vol. 22 (4), 1209-1220.
24-03-2023
24-03-2023
Wang Z, Lu R, Wang W, Tian FB, Feng JJ and Sui Y (2023). A computational model for the transit of a cancer cell through a constricted microchannel. Biomechanics and Modeling in Mechanobiology, Springer Nature vol. 22 (4), 1129-1143.
28-02-2023
28-02-2023
2022
Sun C, Dong Y, Wei J, Cai M, Liang D, Fu Y, Zhou Y, Sui Y, Wu F, Mikhaylov R, Wang H, Fan F, Xie Z, Stringer M, Yang Z, Wu Z, Tian L and Yang X (2022). Acoustically accelerated neural differentiation of human embryonic stem cells. Acta Biomaterialia, Elsevier vol. 151, 333-345.
29-07-2022
29-07-2022
Shen Y, Kang F, Cheng Y, Zhang K and Sui Y (2022). Numerical and theoretical analysis of fast evaporating sessile droplets with coupled fields. International Journal of Thermal Sciences, Elsevier vol. 172
01-02-2022
01-02-2022
T. Lin TL, Z. Wang ZW, R. X. Lu RXL, W. Wang WW and Y. Sui YS (2022). Characterising Mechanical Properties of Flowing Microcapsules Using a Deep Convolutional Neural Network. Advances in Applied Mathematics and Mechanics, Global Science Press vol. 14 (1), 79-100.
01-01-2022
01-01-2022
2021
Cheng Y, Li E, Wang J, Yu P and Sui Y (2021). Rapid droplet spreading on a hot substrate. Physics of Fluids, AIP Publishing vol. 33 (9)
01-09-2021
01-09-2021
Lu RX, Wang Z, Salsac A-V, Barthès-Biesel D, Wang W and Sui Y (2021). Path selection of a train of spherical capsules in a branched microchannel. Journal of Fluid Mechanics, Cambridge University Press (CUP) vol. 923
22-07-2021
22-07-2021
Song J, Liu F, Sui Y and Jing D (2021). Numerical studies on the hydraulic and thermal performances of trapezoidal microchannel heat sink. International Journal of Thermal Sciences, Elsevier vol. 161
01-03-2021
01-03-2021
Lin T, Wang Z, Lu R, Wang W and Sui Y (2021). A high-throughput method to characterize membrane viscosity of flowing microcapsules. Physics of Fluids, AIP Publishing vol. 33 (1)
01-01-2021
01-01-2021
Lin T, Wang Z, Wang W and Sui Y (2021). A neural network-based algorithm for high-throughput characterisation of viscoelastic properties of flowing microcapsules. Soft Matter, Royal Society of Chemistry (RSC) vol. 17 (15), 4027-4039.
01-01-2021
01-01-2021
2020
Cheng Y, Shen Y, Liu D, Xu J and Sui Y (2020). Numerical analysis of bubble bursting at the liquid surface by wave propagation. International Journal of Thermal Sciences, Elsevier vol. 152
01-06-2020
01-06-2020
Shen Y, Cheng Y, Xu J, Zhang K and Sui Y (2020). Theoretical Analysis of a Sessile Evaporating Droplet on a Curved Substrate with an Interfacial Cooling Effect. Langmuir: the ACS journal of surfaces and colloids, American Chemical Society
04-05-2020
04-05-2020
Ma J, Wang Z, Young J, Lai JCS, Sui Y and Tian FB (2020). An immersed boundary-lattice Boltzmann method for fluid-structure interaction problems involving viscoelastic fluids and complex geometries. Journal of Computational Physics, Elsevier vol. 415
27-04-2020
27-04-2020
Ma Y, Cheng Y, Shen Y, Xu J and Sui Y (2020). Manipulation of bubble migration through thermal capillary effect under variable buoyancy. International Journal of Thermal Sciences, Elsevier vol. 149
01-03-2020
01-03-2020
Raman KA, Birgersson E, Sui Y and Fisher A (2020). Electrically induced droplet ejection dynamics under shear flow. Physics of Fluids, AIP Publishing vol. 32 (3)
01-03-2020
01-03-2020
JING D, SONG J and SUI Y (2020). HYDRAULIC AND THERMAL PERFORMANCES OF LAMINAR FLOW IN FRACTAL TREELIKE BRANCHING MICROCHANNEL NETWORK WITH WALL VELOCITY SLIP. Fractals, World Scientific Publishing vol. 28 (02)
01-03-2020
01-03-2020
2019
Wang F, Contò FP, Naz N, Castrejón-Pita JR, Castrejón-Pita AA, Bailey CG, Wang W, Feng JJ and Sui Y (2019). A fate-alternating transitional regime in contracting liquid filaments. Journal of Fluid Mechanics vol. 860, 640-653.
10-02-2019
10-02-2019
Chen C, Jiang X and Sui Y (2019). Prediction of transport properties of fuels in supercritical conditions by molecular dynamics simulation.
01-02-2019
01-02-2019
Wang Z, Sui Y, Wang W, Barthѐs-Biesel D and Salsac A-V (2019). Path Selection of a Spherical Capsule in a Branched Channel. Molecular & Cellular Biomechanics, Tech Science Press vol. 16 (S2), 42-43.
01-01-2019
01-01-2019
2018
Zhang B, Liu D, Cheng Y, Xu J and Sui Y (2018). Numerical investigation on spontaneous droplet/bubble migration under thermal radiation. International Journal of Thermal Sciences, Elsevier vol. 129, 115-123.
01-07-2018
01-07-2018
Wang Z, Sui Y, Salsac AV, Barthès-Biesel D and Wang W (2018). Path selection of a spherical capsule in a microfluidic branched channel: Towards the design of an enrichment device. Journal of Fluid Mechanics vol. 849, 136-162.
18-06-2018
18-06-2018
Cheng Y, Wang F, Xu J, Liu D and Sui Y (2018). Numerical investigation of droplet spreading and heat transfer on hot substrates. International Journal of Heat and Mass Transfer, Elsevier vol. 121, 402-411.
01-06-2018
01-06-2018
2017
Xu Y-Q, Jiang Y-Q, Wu J, Sui Y and Tian F-B (2017). Benchmark numerical solutions for two-dimensional fluid–structure interaction involving large displacements with the deforming-spatial-domain/stabilized space–time and immersed boundary–lattice Boltzmann methods. Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science, SAGE Publications vol. 232 (14), 2500-2514.
01-08-2017
01-08-2017
Yuan QZ, SUI Y, Jiang JH and Zhao YP (2017). Dynamics of Dissolutive Wetting: A Molecular Dynamics Study. Langmuir, American Chemical Society
08-06-2017
08-06-2017
2016
Wang Z, Sui Y, Salsac AV, Barthès-Biesel D and Wang W (2016). Motion of a spherical capsule in branched tube flow with finite inertia. Journal of Fluid Mechanics vol. 806, 603-626.
13-10-2016
13-10-2016
Tian F-B, Sui Y, Zhu L, Shu C and Sung HJ (2016). Computational Methods and Models in Circulatory and Reproductive Systems. Comput Math Methods Med, Hindawi vol. 2016, 9028409-9028409.
07-09-2016
07-09-2016
Ye HL, Huang HB, Sui Y and Lu XY (2016). Dynamics of a non-spherical capsule in general flow. Computers and Fluids, Elsevier
14-05-2016
14-05-2016
Tian F-B, Wang W, Wu J and Sui Y (2016). Swimming performance and vorticity structures of a mother-calf pair of fish. COMPUTERS & FLUIDS vol. 124, 1-11.
01-01-2016
01-01-2016
Cheng Y, Xu J and Sui Y (2016). Numerical investigation of coalescence-induced droplet jumping on superhydrophobic surfaces for efficient dropwise condensation heat transfer. INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER vol. 95, 506-516.
01-01-2016
01-01-2016
Raman KA, Jaiman RK, Sui Y, Lee T-S and Low H-T (2016). Rebound suppression of a droplet impacting on an oscillating horizontal surface. PHYSICAL REVIEW E vol. 94 (2)
01-01-2016
01-01-2016
2015
Sui Y and Spelt PDM (2015). Non-isothermal droplet spreading/dewetting and its reversal. Journal of Fluid Mechanics vol. 776, 74-95.
03-07-2015
03-07-2015
Cheng YP, Xu JL and Sui Y (2015). Numerical study on drag reduction and heat transfer enhancement in microchannels with superhydrophobic surfaces for electronic cooling., Editors: Xu . Applied Thermal Engineering
01-01-2015
01-01-2015
Wang Q, Liu W, Zhang AM and Sui Y (2015). Bubble dynamics in a compressible liquid in contact with a rigid boundary. INTERFACE FOCUS vol. 5 (5)
01-01-2015
01-01-2015
2014
SUI Y (2014). Moving towards the cold region or the hot region? Thermocapillary migration of a droplet attached on a horizontal substrate. Physics of Fluids vol. 26
03-09-2014
03-09-2014
Sui Y, Ding H and Spelt PDM (2014). Numerical Simulations of Flows with Moving Contact Lines. ANNUAL REVIEW OF FLUID MECHANICS, VOL 46 vol. 46, 97-119.
01-01-2014
01-01-2014
2013
Low HT, Ju M, Sui Y, Nazir T, Namgung B and Kim S (2013). Numerical Simulations of Deformation and Aggregation of Red Blood Cells in Shear Flow. Critical Reviews in Biomedical Engineering vol. 41 (4-5), 425-434.
01-12-2013
01-12-2013
Wang Z, Sui Y, Spelt PDM and Wang W (2013). Three-dimensional dynamics of oblate and prolate capsules in shear flow. Physical Review E: Statistical, Nonlinear, and Soft Matter Physics, American Physical Society vol. 88
26-11-2013
26-11-2013
Sui Y and Spelt PDM (2013). An efficient computational model for macroscale simulations of moving contact lines. Journal of Computational Physics vol. 242, 37-52.
01-06-2013
01-06-2013
Sui Y and Spelt PDM (2013). Validation and modification of asymptotic analysis of slow and rapid droplet spreading by numerical simulation. Journal of Fluid Mechanics vol. 715, 283-313.
25-01-2013
25-01-2013
Sui Y, Maglio M, Spelt PDM, Legendre D and Ding H (2013). Inertial coalescence of droplets on a partially wetting substrate. PHYSICS OF FLUIDS vol. 25 (10)
01-01-2013
01-01-2013
2012
Sui Y, Teo CJ and Lee PS (2012). Direct numerical simulation of fluid flow and heat transfer in periodic wavy channels with rectangular cross-sections. International Journal of Heat and Mass Transfer vol. 55 (1-3), 73-88.
15-01-2012
15-01-2012
Ding H, Li EQ, Zhang FH, Sui Y, Spelt PDM and Thoroddsen ST (2012). Propagation of capillary waves and ejection of small droplets in rapid droplet spreading. JOURNAL OF FLUID MECHANICS vol. 697, 92-114.
01-01-2012
01-01-2012
2011
Sui Y, Lee PS and Teo CJ (2011). An experimental study of flow friction and heat transfer in wavy microchannels with rectangular cross section. International Journal of Thermal Sciences vol. 50 (12), 2473-2482.
01-12-2011
01-12-2011
Cheng YP, Lee TS, Sui Y and Wang LP (2011). Numerical simulation of 2D lid-driven cavity flow with CLEARER algorithm on extremely highly skewed grids at high Reynolds numbers. International Journal for Numerical Methods in Fluids vol. 65 (10), 1201-1216.
10-04-2011
10-04-2011
Sui Y and Spelt PDM (2011). Sustained inertial-capillary oscillations and jet formation in displacement flow in a tube. Physics of Fluids vol. 23 (12)
01-01-2011
01-01-2011
2010
Chen XB, Sui Y, Cheng YP, Lee HP, Yu P, Winoto SH and Low HT (2010). Mass transport in a microchannel enzyme reactor with a porous wall: Hydrodynamic modeling and applications. Biochemical Engineering Journal vol. 52 (2-3), 227-235.
15-11-2010
15-11-2010
Chen XB, Sui Y, Lee HP, Bai HX, Yu P, Winoto SH and Low HT (2010). Mass transport in a microchannel bioreactor with a porous wall. J Biomech Eng vol. 132 (6)
01-06-2010
01-06-2010
Sui Y, Teo CJ, Lee PS, Chew YT and Shu C (2010). Fluid flow and heat transfer in wavy microchannels. International Journal of Heat and Mass Transfer vol. 53 (13-14), 2760-2772.
01-06-2010
01-06-2010
Sui Y, Low HT, Chew YT and Roy P (2010). A front-tracking lattice Boltzmann method to study flow-induced deformation of three-dimensional capsules. Computers and Fluids vol. 39 (3), 499-511.
01-03-2010
01-03-2010
Sui Y, Chen XB, Chew YT, Roy P and Low HT (2010). Numerical simulation of capsule deformation in simple shear flow. Computers and Fluids vol. 39 (2), 242-250.
01-02-2010
01-02-2010
2009
Low HT, Sui Y, Chew YT and Roy P (2009). The transient deformation of red blood cells in shear flow. Modern Physics Letters B vol. 23 (3), 545-548.
30-01-2009
30-01-2009
Chen XB, Yu P, Sui Y, Winoto SH and Low HT (2009). Natural convection in a cavity filled with porous layers on the top and bottom walls. Transport in Porous Media vol. 78 (2), 259-276.
01-01-2009
01-01-2009
Sui Y, Chew YT, Roy P and Low HT (2009). Inertia effect on the transient deformation of elastic capsules in simple shear flow. Computers and Fluids vol. 38 (1), 49-59.
01-01-2009
01-01-2009
2008
Cheng YP, Lee TS, Low HT and Sui Y (2008). Implementation of CLEARER algorithm on three-dimensional nonorthogonal curvilinear coordinates and its application. Numerical Heat Transfer, Part B: Fundamentals vol. 54 (1), 62-83.
01-07-2008
01-07-2008
Sui Y, Chew YT, Roy P and Low HT (2008). A hybrid method to study flow-induced deformation of three-dimensional capsules. Journal of Computational Physics vol. 227 (12), 6351-6371.
01-06-2008
01-06-2008
Sui Y, Low HT, Chew YT and Roy P (2008). Tank-treading, swinging, and tumbling of liquid-filled elastic capsules in shear flow. Physical Review E - Statistical, Nonlinear, and Soft Matter Physics vol. 77 (1)
31-01-2008
31-01-2008
Sui Y, Chew YT, Roy P, Cheng YP and Low HT (2008). Dynamic motion of red blood cells in simple shear flow. Physics of Fluids vol. 20 (11)
01-01-2008
01-01-2008
2007
Sui Y, Chew YT, Roy P and Low HT (2007). Effect of membrane bending stiffness on the deformation of elastic capsules in extensional flow: A lattice Boltzmann study. International Journal of Modern Physics C vol. 18 (8), 1277-1291.
01-08-2007
01-08-2007
Sui Y, Chew YT, Roy P, Chen XB and Low HT (2007). Transient deformation of elastic capsules in shear flow: Effect of membrane bending stiffness. Physical Review E - Statistical, Nonlinear, and Soft Matter Physics vol. 75 (6)
05-06-2007
05-06-2007
Sui Y, Chew YT and Low HT (2007). A lattice Boltzmann study on the large deformation of red blood cells in shear flow. International Journal of Modern Physics C vol. 18 (6), 993-1011.
01-06-2007
01-06-2007
Sui Y, Chew YT, Roy P and Low HT (2007). A hybrid immersed-boundary and multi-block lattice Boltzmann method for simulating fluid and moving-boundaries interactions. International Journal for Numerical Methods in Fluids vol. 53 (11), 1727-1754.
20-04-2007
20-04-2007
Grants
Grants of specific relevance to the Faculty of Science and Engineering
(EPSRC CDT 2023) Next Generation Organ-on-a-Chip Technologies
Hazel Screen, Martin Knight, Thomas Iskratsch, Caroline Roney, Yi Sui, David Lee, Julia Shelton, Tsz Ho Tse, John Connelly, Adrian Biddle and Lucy Norling
£7,066,811 EPSRC Engineering and Physical Sciences Research Council (01-07-2024 - 30-09-2032)
Hazel Screen, Martin Knight, Thomas Iskratsch, Caroline Roney, Yi Sui, David Lee, Julia Shelton, Tsz Ho Tse, John Connelly, Adrian Biddle and Lucy Norling
£7,066,811 EPSRC Engineering and Physical Sciences Research Council (01-07-2024 - 30-09-2032)
Multiscale Modelling of Dissolutive Wetting - MSCA EF-ST 2020
Yi Sui
£179,947 EU Commission - Horizon 2020 (01-03-2022 - 29-02-2024)
Yi Sui
£179,947 EU Commission - Horizon 2020 (01-03-2022 - 29-02-2024)
Fluid dynamics of deformable capsules enclosed in a microdroplet (Royal Society International Exchange Scheme)
Yi Sui
£12,000 Royal Society (06-12-2021 - 05-12-2024)
Yi Sui
£12,000 Royal Society (06-12-2021 - 05-12-2024)