The Scientific Computing Club of IIST presents

Understanding Physics Informed Neural Networks: A Beginner’s Framework

A Primer for Audiences New to Scientific Machine Learning.

by

Ramkumar

ramkumars.24@res.iist.ac.in

Department of Aerospace Engineering,

Indian Institute of Space science and Technology,

Thiruvananthapuram, Kerala - 695547

2026-10-25

Content

  1. Introducing Neural Networks

  2. Training Neural Networks

  3. Physics Informed Neural Networks

  4. Conclusion

Introducing Neural Networks

Training Neural Networks

Physics Informed Neural Networks

Conclusion

References