Prashant Kumar

Quantum annealing and variational circuits on a 172-qubit neuromorphic platform achieve state-of-the-art air pollution nowcasting, outperforming classical models on raw, high-entropy data.

DDS-PINN achieves super-resolution of complex turbulent flows from sparse experimental measurements, outperforming existing PINN methods in accuracy and convergence speed.