PINNs

Physics-Informed Neural Network (PINN) for Cryosurgery Simulations
PINN to solve the nonlinear PDE governing temperature distribution during cryosurgery simulations.
Domain: Scientific ML, Physics-Informed ML, Biomedical Simulation | Tech: Python, PyTorch, NumPy, Pandas, Matplotlib
Code
Physics-Informed Neural Network (PINN) for Cryosurgery Simulations
Introduction to Physics-informed Neural Networks
Neural networks are well-known for their ability to learn patterns from data, helping us make predictions and decisions in a variety of fields. But what if we could make these networks even smarter by teaching them to follow the rules that govern the world around us?
Mohamed Gad
Oct 19, 2024 6 min read
Introduction to Physics-informed Neural Networks