Learning on the Temporal Tangent Bundle for Physics-Informed Neural Networks

Adetola Jamal, Mamlankou Charbel, Houédanou Koffi Wilfrid +1

This paper addresses the limitations of Physics-Informed Neural Networks for time-dependent problems by introducing a tangent bundle learning framework. Instead of directly approxi…