Team
PhD Students
Prashant Kumar
PhD Student · Since 2022
LOTUS Fellow (JST, Japan)
Compressible flow prediction in turbine blades using physics-based ML
Digpriya
PhD Student · Since 2022
With Prof. Pradeep Moise
Unsteady separated shear flows under adverse pressure gradient
Smrutiranjan Nayak
PhD Student · Since 2023
Machine learning for low-pressure turbine wake prediction
Yesuf Hussien Yimer
PhD Student · Since 2026
M.Tech, Addis Ababa University, Ethiopia
Turbomachinery flows
Master's Students
Aditya Aanand
M.Tech Student
PINN / DeepONet for aerodynamic flow prediction
Best Poster Award, IIT Gandhinagar 2026
Lovesh Dua
M.Tech Student
Turbulent inflow generation for LES of supersonic ramps
Sunil G.
M.Tech Student
Cost-effective simulation framework for UAVs
Vishal U Choudhari
M.Tech Student
Computational analysis of supersonic compression ramp with compliant surfaces
Gourab Koley
M.Tech Student
Computational analysis of complex flows using the immersed-boundary method
Richards Mariserla
M.Tech Student
Physics-informed machine learning for cardiovascular hemodynamics
Harish Raghavendhar
M.Tech Student
With Prof. Pradeep Moise
Stability analysis for flows with low-frequency unsteadiness
Research & Project Staff
Abhishek Kumar
Junior Research Fellow · Since 2022
M.Tech (Aero), IIT Madras
Sanu Chakrabortty
Project Engineer
M.Tech (Aero), IIT Guwahati
Ambeth K.
Project Engineer
M.Tech (Aero), IIT Kanpur
Gagan Wadhwa
NPTEL Predoctoral Fellow
Alumni & Past Members
Postdoctoral Fellows
- Pawan Kumar 2025 · Now Faculty at UPES Dehradun
Design and simulations of cargo hyperloop
PhD (Graduated)
- Harshit Tiwari 2026 · Outstanding PhD Thesis Award
Supersonic turbulence (with Prof. Mahendra Verma)
Master's / MSR / BT-MT (Graduated)
- Aayushi Baliyan M.Tech, 2025
CFD-DEM simulations of granular flows (with Prof. Anurag Tripathi)
- Mohan K. Medisetti M.Tech, 2025
Dynamics and simulation of impinging jets (with Prof. Tushar Sikroria)
- Nagendra Kumar M.Tech, 2025
Dual-jet simulations using OpenFOAM (with Prof. Tushar Sikroria)
- Vishw Patel M.Tech, 2025
Linking transonic buffet with low-frequency oscillations at high Reynolds number (with Prof. Pradeep Moise)
- Prakash Raj M.Tech, 2025
Unsteady simulations of flow in transonic high-pressure turbine cascades
- Raghav Gupta M.Tech, 2025
Numerical study of high-speed low-pressure turbine cascade flow with shocks
- K. Srichaitanya M.Tech, 2025
Wing-propeller simulation framework for modern turboprops
- Yash Bajpai M.Tech, 2025
ML-assisted simulations for aerodynamic flows at high angles of attack
- Pavan K. Pasupuleti M.Tech, 2025
Simulation and optimization of turboprop wings in tractor configuration
- Sevitha V. M.Tech, 2025
Cavity-assisted control of shock-boundary layer interaction in scramjet intakes
- Yash Phirke M.Tech, 2025
GPU acceleration and benchmarking of high-order CFD codes
- Abhinav Aggrawal BT-MT, 2024
Mean-flow perturbations for linearized analysis of wing buffet (with Prof. Abhijit Kushari)
- Jaimini Chauhan MSR, 2025
Influence of throttling on the scramjet intake flow field
- Suchintika Chanda M.Tech, 2024
Continuum modeling of granular flows (with Prof. Anurag Tripathi)
- Anil Kumar Jat M.Tech, 2023 · Now at Tata Technologies
Assessment of turbulence models for natural, bypass and separation-induced transition
- Kavan Prabtani M.Tech, 2023 · Now at Ansys, Pune
Modelling turbulence inside scramjet inlets (SWTBLI, separation, relaminarization)
- Kshitij Sharma M.Tech, 2023 · Now at MTAR, Hyderabad
Prediction and control of largely separated flows in highly loaded LP turbine blades
- Bhavin Patel M.Tech, 2023 · Now at MTAR, Hyderabad
Numerical investigation of flowfield modification with an upstream propeller
Undergraduate (B.Tech) Projects
- S. Ashwin 2025
Fourier Neural Operators for Turbulence Inflow Generation
- Aakarsh Mishra 2025
Physics-Informed Neural Networks for the Reynolds-averaged Turbulent Flowfield
- Mayankit 2025
Implementation of High-Order TENO Scheme for High-Speed Flows
- Misbahur Rahman 2025
Predicting extreme heat events using ML based model
- Harshit Bhushan 2025
Physics-Informed Neural Operator for Modeling Flow Around a 2D Square Cylinder at Low Reynolds Numbers
- Himanshu Mittal 2025
Physics-based Deep Operator Networks Machine Learning models for Incompressible Flows
- Om Kothawade 2025
Physics-Informed Neural Networks for Solving Incompressible Navier–Stokes Equations
- Nandan Madhuj 2024
Use of Machine Learning for Improving Turbulence Models
- Shubham Kumar 2024
Machine Learning for Calibration of Turbulence Models in Complex Flows
- Siddesh Bharat Hazare 2024
Use of Physics-informed Neural Network for Simulation of 2D Aerofoils
- Arihant Jha 2024
Physics-based Machine Learning Approaches for Compressible Flow Problems
- S. Ashwin 2024
Using quantum neural networks to solve differential equations and fluid flow problems
- Nandan Madhuj 2023
Stability Analysis of Buffeting Wings
- Tanya Arya 2023
Fast Aerodynamic Predictions using Machine Learning
- Som V. Tambe 2023
Accelerated SVD computation using GPUs in Julia Language
- Atharva Umbarkar 2023
Comparative Study of Various Dynamic Mode Decomposition (DMD) Variants in Extraction of Key Flow Features
- Adarsh Baderia 2023
GPU Implementation of a Python-based RANS solver
- Adarsh Baderia 2022
Development of a Python-based RANS solver
- Anwesh Kumar Yadav 2021
Steady Turbulent Transonic Flow over an Airfoil
- Ashwani 2021
Field Inversion and Machine Learning (FIML) Approaches for Improvement of Turbulence Models
Research Interns
- Artem Avdieiev University of Nottingham, 2022–
Effect of Wall Temperature on Hypersonic Double Ramp Flow Dynamics
- Suhaan Sabhlok University of Bristol, 2024–
Machine Learning Based Turbulence Inflow Generator
- Himanshu Mittal IIT Kanpur, 2025
Physics-Informed Deep Operator Networks for Surrogate Modeling of Incompressible Flows
- Priyanshu Rao IIT Ropar, 2025
Sedimentation of a sphere in a pure fluid under gravity
- Priyanshu Singh IIT Ropar, 2025
Sedimentation of a Sphere in Viscous Fluid
- Malavika Nair IIT Kanpur, 2025
Prediction of Transient Flow over a Cylinder Using Physics Informed Neural Networks
- Satvik Jaiswal IIT Kharagpur, 2025
CFD Analysis of Vortex Dynamics on Ogive-Cylinder Missile Configurations
- Md. Umair Ansari Amrita Vishwa Vidyapeetham, Coimbatore, 2023
Computational Study of flow in overexpanded nozzles
- Aishna Jain IIT Bhilai, 2024
Computations and analysis of flow over a high-speed low-pressure turbine blade
- Tejas Menon Amrita Vishwa Vidyapeetham, Coimbatore, 2023
Wake-Blade Interaction On A High-Speed Transonic LPT Cascade
- Geetam Saha Jadhavpur University, 2022
Computational Study of transitional flows in turbomachines
- Shruti Rajpara IIEST Shibpur, 2022
RANS prediction of the effects of varying Reynolds number and pitch distances on flow past a low-pressure turbine cascade
- M V Nitya BMS College of Engg., 2022
Assessment of low-cost CFD methodologies for two computationally challenging problem
- Pranjal Anand BITS Pilani, 2021
Prediction of Aerothermal Properties of High Pressure Turbine Guide Vane Using RANS Methods
- Pratyush Purohit NIT Karnataka, 2022
Design and Analysis of Wingtip vortex turbine
- Aryan Sharma IIT Kanpur, 2020
COVID-19 Data Analysis
- Pratyush Kumar Mohanty IIT Kanpur, 2024
Simulation of blood flow in healthy and diseased arteries
- Yogenraj Patil IIT (BHU) Varanasi, 2023
Conical shock-wave / turbulent boundary-layer interactions