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PhD Opening Interdisciplinary PhD Program Project Number: IDPHD2026001
Application Link - Click Here
Last Date of Application: 28 April 2026
Project Title (No - IDPHD2026001):
Study of Droplet Dynamics Using Experimental, Computational, and Machine Learning Methods
Brief Description of the Project:
Background and Motivation:
Droplet dynamics plays a crucial role in many natural phenomena and engineering applications, including rainfall, sprays, and microfluidic systems. Understanding droplet motion, deformation, breakup, and interactions under complex flow conditions remains challenging. Consequently, advanced experimental techniques, CFD, and machine learning approaches are increasingly important for addressing these challenges in modern scientific and industrial applications.
Abstract:
The project aims to study droplet dynamics using an integrated approach combining experiments, computational fluid dynamics (CFD), and machine learning methods. Controlled experiments will be carried out to examine droplet motion, deformation, breakup, and interactions under varying flow and environmental conditions, using high-speed imaging techniques already established within the group. CFD simulations will complement the experiments and provide detailed insight into the underlying fluid dynamic mechanisms. Machine learning techniques will then be employed to analyse the generated data obtained from the experiments and numerical simulations. This combined approach will lead to a clearer understanding of droplet dynamics and offer a robust framework for modeling complex droplet-driven processes relevant to both natural phenomena and engineering applications, including microfluidic devices.
For more details:
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Details of the Project
Essential Qualifications:
BE/B-Tech or ME/MTech in Mechanical, Chemical, and Aerospace Engineering/ MSc Physics/ with Good Knowledge of Fluid Mechanics, Heat Transfer and Mathematics.
For further details, please contact:
Prof. Kirti Sahu: ksahu@che.iith.ac.in
Prof. Sachidananda Behera: sbehera@mae.iith.ac.in
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Selected Publications
S. Chakraborty, S. S. Ade, A. J. Tudu, L. D. Chandrala and K. C. Sahu, Evaporation of a freely floating droplet in an airstream: effects of temperature, humidity, and shape oscillations, Journal of Fluid Mechanics, 2026, 1031, A21.
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S. Chakraborty, S. S. Ade, L. Devsoth, L. D. Chandrala, T. Prabhakaran, O. K. Matar and K. C. Sahu, Drop size distribution from laboratory experiments based on single-drop fragmentation and comparison with aerial in-situ measurements, Journal of the Atmospheric Sciences, 2025, 82 (7), 1441-1450.
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S. Kavuri, G. Karapetsas, C. S. Sharma and K. C. Sahu, Evaporation-driven coalescence of two droplets undergoing freezing, Journal of Fluid Mechanics, 2025, 1006, A21.
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S. Kavuri, G. Karapetsas, C. S. Sharma and K. C. Sahu, Freezing of sessile droplet and frost halo formation, Physical Review Fluids, 2023, 8, 124003. DOI
S. S. Ade, L. D. Chandrala and K. C. Sahu, Size distribution of a drop undergoing breakup at moderate Weber numbers, Journal of Fluid Mechanics, 2023, 959, A38.
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S. S. Ade, P. K. Kirar, L. D. Chandrala and K. C. Sahu, Droplet size distribution in a swirl airstream using in-line holography technique, Journal of Fluid Mechanics, 2023, 954, A39.
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P. K. Kirar, S. K. Soni, P. S. Kolhe and K. C. Sahu,
An experimental investigation of droplet morphology in swirl flow, Journal of Fluid Mechanics, 2022, 938, A6.
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K. C. Sahu, A new linearly unstable mode in the core-annular flow of two immiscible fluids, Journal of Fluid Mechanics, 2021, 918, A11.
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M. Balla, M. K. Tripathi, K. C. Sahu, G. Karapetsas and O. K. Matar,
Non-isothermal bubble rise dynamics in a self-rewetting fluid: three-dimensional effects, Journal of Fluid Mechanics, 2019, 858, 689-713.
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M. Balla, M. K. Tripathi and K. C. Sahu,
Shape oscillations of a nonspherical water droplet, Physical Review E, 2019, 99, 023107.
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K. C. Sahu, Double-diffusive instability in core-annular pipe flow, Journal of Fluid Mechanics 2016, 789, 830-855.
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M. K. Tripathi, K. C. Sahu and R. Govindarajan, Dynamics of an initially spherical bubble rising in quiescent liquid, Nature Communications, 2015, 6, 6268.
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M. K. Tripathi, K. C. Sahu, G. Karapetsas and K. Sefiane, O. K. Matar, Non-isothermal bubble rise: Non-monotonic dependence of surface tension on temperature, Journal of Fluid Mechanics, 2015, 763, 82-108.
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R. Govindarajan and K. C. Sahu, Instabilities in viscosity-stratified flow, Annual Review of Fluid Mechanics, 2014, 46, 331-353.
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M. Mishra, A. De Wit and K. C. Sahu, Double diffusive effects on pressure-driven miscible displacement flow in a channel, Journal of Fluid Mechanics, 2012, 712, 579-597.
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