United States• Developed a novel deep-learning approach to accelerate bubbly fluid flow simulations.
• Trained DNNs to learn the physics of a driven, non-linear ODE that describes bubble dynamics.
• Python, PyTorch, Matplotlib, Numpy, CUDA, Linux, and remote GPUs.