Adding lecturer for class 12

Author: Pedro Paulo

README.md

@@ -36,7 +36,7 @@ This student-led course explores modern techniques for controlling — and learn
 | 9  | 10/17/2025   | **External seminar 3 — François Pacaud** | GPU-accelerated optimal control | |
 |10  | 10/24/2025   | Lecture - Michael Klamkin | Physics-Informed Neural Networks (PINNs): formulation & pitfalls | |
 |11  | 10/31/2025   | **External seminar 4** - Chris Rackauckas | Neural Differential Equations: PINNs + classical solvers | |
-|12  | 11/07/2025   | Lecture | Neural operators (FNO, Galerkin Transformer); large-scale surrogates | |
+|12  | 11/07/2025   | Lecture - Pedro Paulo | Neural operators (FNO, Galerkin Transformer); large-scale surrogates | |
 |13  | 11/14/2025   | **External seminar 5** - Charlelie Laurent | Scalable PINNs / neural operators; CFD & weather applications | |
 |14  | 11/21/2025   | Lecture | Robust control & min-max DDP (incl. PDE cases); chance constraints; Data-driven control & RL-in-the-loop | |
 

class12/class12.md

@@ -1,6 +1,6 @@
 # Class 12 — 11/07/2025
 
-**Presenter:** TBD
+**Presenter:** Pedro Paulo
 
 **Topic:** Neural operators (FNO, Galerkin Transformer); large-scale surrogates