Alan Huynh - Physics-Informed Neural Networks: Less Data, More Physics
DDD Melbourne
310 views
Learn how Physics-Informed Neural Networks (PINNs) let you train models with less data by encoding physics and constraints directly into the learning process. This talk will break down the core ideas, explore some real-world examples - including cases with no full equations, just known rules, and walk through how to build one with PyTorch.
Alan Huynh - Physics-Informed Neural Networks: Less Data, More Physics
DDD Melbourne
310 views
Learn how Physics-Informed Neural Networks (PINNs) let you train models with less data by encoding physics and constraints directly into the learning process. This talk will break down the core ideas, explore some real-world examples - including cases with no full equations, just known rules, and walk through how to build one with PyTorch.