28 citations · 28 across the 3 of their papers we have counts for
3 papers
Fourier neural operators for spatiotemporal dynamics in two-dimensional turbulence
Mohammad Atif, Pulkit Dubey, Pratik P. Aghor +9
High-fidelity direct numerical simulation of turbulent flows for most real-world applications remains an outstanding computational challenge. Several machine learning approaches ha…
Towards Accelerating Particle-Resolved Direct Numerical Simulation with Neural Operators
Mohammad Atif, Vanessa López-Marrero, Tao Zhang +8
We present our ongoing work aimed at accelerating a particle-resolved direct numerical simulation model designed to study aerosol-cloud-turbulence interactions. The dynamical model…
Enhancing quantum utility: simulating large-scale quantum spin chains on superconducting quantum computers
Talal Ahmed Chowdhury, Kwangmin Yu, Mahmud Ashraf Shamim +2
We present the quantum simulation of the frustrated quantum spin- antiferromagnetic Heisenberg spin chain with competing nearest-neighbor and next-nearest-neig…