Hi, I'm Divyaprakash.

I'm a Research Engineer at Convergent Science in Pune, where I develop fluid–structure interaction capabilities in the CONVERGE CFD solver. I recently submitted my PhD thesis at IIT Delhi on sensing and transporting particles with arrays of artificial cilia, combining immersed boundary methods with machine learning.

What I work on

Fluid–structure interaction & immersed boundary methods

Coupled solvers for flexible filaments, deformable particles and moving bodies: a cilia–particle framework built during my PhD, a GPU-accelerated FSI solver, and immersed boundary methods inside OpenFOAM.

High-performance scientific computing

Solver development in C++ and Fortran, GPU acceleration with NVIDIA AmgX, and profiling and optimisation of the SU2 code during Google Summer of Code 2025.

Machine learning for CFD

Data-driven models trained on high-fidelity simulations: a superdroplet growth parameterisation learned from DNS data, and LSTM-based sensing of particle shape and size with passive artificial cilia.

See the full simulation gallery →

Latest writing

All posts → · GSoC 2025 series →

Publications & recognition

Publications

  • Machine Learning Based Sensing of Particle Shape and Size Using Passive Artificial Cilia. Journal of Fluids and Structures, 140:104446, 2026. DOI
  • A Review of Computational Modeling of Fluid-Immersed Flexible Filaments. Journal of the Indian Institute of Science, 104:277, 2024. DOI

Awards

  • Winner, Art & Science Competition, ECCOMAS Congress 2024, Lisbon (certificate)
  • Google Summer of Code 2025 contributor with SU2 (Stitching SU2)
  • Best Poster Award, Workshop on Interfacial Engineering at Multiple Spatio-temporal Scales, IISc Bengaluru, 2024
  • Travel grant, preCICE Workshop 2024, University of Stuttgart
Cilia Particle Interaction: flow field around an array of cilia transporting particles
Cilia Particle Interaction, the ECCOMAS 2024 winning artwork. Click for the full-resolution image.