Teaching
Courses Developed
Math & Computation Using Python
IDC612 · First offered Fall 2025
Scientific Machine Learning in Fluid Mechanics
AE646 · First offered Fall 2023
Applied Computational Fluid Dynamics
AE661A · First offered Spring 2023
Courses Taught at IIT Kanpur
Applied Compressible Flows (AE664)
Applied Compressible Flows (AE664)
Scientific Machine Learning in Fluid Mechanics (AE646)
Engineering Graphics (TA111) Institute Compulsory · 600
Mathematics for Aerospace Engineering (AE602) PG Compulsory 🏅 Director’s Commendation for Outstanding Teaching
Applied Computational Fluid Dynamics (AE661)
Scientific Machine Learning in Fluid Mechanics (AE646A)
Experiments in Aerospace Engineering (AE451A) UG Compulsory
Rocket Propulsion (AE441A)
Applied Computational Fluid Dynamics (AE661A) 🏅 Director’s Commendation for Outstanding Teaching
Introduction to Aerospace Engineering (AE201A) UG Compulsory
Experiments in Aerospace Engineering (AE451A) UG Compulsory
Airbreathing Propulsion (AE341A) UG Compulsory
Applied Compressible Flows (AE664A) PG Compulsory 🏅 Director’s Commendation for Outstanding Teaching
MOOC / NPTEL Courses
Invited Short Courses & Workshops
- 2026
Guest Lecturer, 11th National Workshop on Data-Driven Modeling (FMFP), NIT Rourkela, 31 Aug–3 Sep 2026
- 2026
Guest Lecturer, Workshop on Defence & Aerospace Technology 2026, SIIC IIT Kanpur, 29 July 2026
- 2026
Guest Lecturer, BFI MedTech Workshop 2026, IIT Kanpur, 30 July 2026
- 2026
Invited Talk, Data-driven Modelling for Mechanical Systems Summer School (D2MMS) 2026, IIT-ISM Dhanbad, 1–5 July 2026
- 2026
Guest Lecturer, SPARC Workshop on Turbulence Modeling, IIT Madras, 4–6 Jan 2026
- 2025
Invited Speaker, Second Indo-Japanese Collaborative Workshop on CFD-based AI and HPC, IIT Kanpur, 21–22 Dec 2025
- 2025
Invited Speaker, National Workshop on AI & ML Methods in Advanced Computing (AIMLAC-2025), MNNIT Allahabad, 3–7 Nov 2025
- 2025
Resource Person, Refresher Course on “Fluid Mechanics in Action” (Malaviya Mission Teacher Training Programme), IIT-ISM Dhanbad, 15–26 Sep 2025
- 2023
Guest Lecturer, NSM HPC Research Week, IIT Madras, 20–25 Nov 2023
- 2023
Guest Lecturer, National Supercomputing Mission Workshop on Training in CFD, IIT Hyderabad, 19–24 June 2023
- 2021
Resource Person, ATAL Academy Online FDP “Cutting-edge multidisciplinary research in fluids”, NIT Rourkela, 11–15 Oct 2021
- 2020
Resource Person, International Faculty Development Programme on Mathematical Modeling, KCT, India, 2020
Invited Talks
- 2026
Physics-Informed Neural Networks for Predicting Complex Multiscale Fluid Flows
International Symposium on AI-driven CFD, IIT Gandhinagar, 10–14 Jan 2026
- 2025
Data-free PINNs for Shock-Dominated Flows and SWBLIs
Indo-Japanese Workshop on CFD-based AI and HPC, IIT Kanpur, 22–23 Dec 2025
- 2025
CFD for Engineering Design: Theory, Practice, and Emerging Trends
Chemical Engg. Dept., BIT Sindri, 5 Dec 2025
- 2025
Human vs Artificial Intelligence: Career in the Era of AI/ML
Career Development Centre, BIT Sindri, 5 Dec 2025
- 2025
Computational Fluid Dynamics in the Design of Military Cargo Aircraft
Chief Guest, Engineers’ Day, HAL Kanpur, 15 Sep 2025
- 2025
HPC in the Design of Transport Vehicles: Turboprops, Bullet Trains, and Hyperloops
HPC Symposium, 25 Apr 2025
- 2025
AI/ML in Everyday Life
CSJMU 60th Foundation Day, Kanpur University, 9 Feb 2025
- 2024
A GPU-enabled 3D LES Solver for Low Subsonic to Hypersonic Flow Computations
Computations of High-Speed, Turbulent, and Complex Flows (CHTC), IIT Hyderabad, 2024
- 2023
Tomorrow’s Revolution: How Machine Learning Can Aid CFD Analysis and Design?
Quimica, BIT Sindri, 26 Nov 2023
- 2023
Exploiting Modern Computing Architectures and Machine Learning Tools to Accelerate Fluid Flow Simulations
AeSI CFD Silver Jubilee Convention, Bengaluru, 11 Aug 2023
- 2022
Necessity and Feasibility of DNS Studies for Complex Turbomachinery Flows
Special Session, 22nd Asian CFD Conference, Jeju, Korea, 16–19 Oct 2022
- 2021
Meandering of Streamwise Vortices Behind Military Transport Aircraft Fuselage
IISc Bengaluru, 28 Dec 2021
- 2021
COVID-19 Series: Modeling approaches & challenges (IIT Goa), Data Science (NIT Warangal), Uncertainties & Hope (BIT Sindri), FICCI, Times of India & Netherlands Consulate webinars
Multiple venues, 2021
- 2020
COVID-19 in India: Dynamics, Modeling & Predictions
International Workshop on Epidemic Modeling (IWEM2020), NMIMS, Mumbai
- 2018
New Avenues for Stability and Sensitivity Analyses of Realistic Flows
Trust for Advancement of Aerodynamics in India (TAAI); also Ohio Supercomputer Center SUG Flash Talk, USA
- 2015
Cumulus Clouds and Turbine Blades: Fluid Dynamics Problems that Demand Peta to Near-exa Computing
C-DAC Pune; also Mission Aerospace Foundation of India, Bengaluru