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+## 📝 Goal of the tutorial:
+This tutorial aims to document the performance trade-offs of using PINNs and high-fidelity traditional numerical solvers from the SciML ecosystem.
+
+## 🧪 Scope of Comparison:
+
+The comparison will be using a multi parameter PDE like the Burgers' or Heat Equation, where a physical parameter is varied.
+
+* Approach using PINNs : Train a single, continuous PINN model as a function of space, time, and the varied parameter.
+* Traditional Numerical Approach: Use an optimized solver to generate solutions across the same parameter range.
+
+**Status: Work In Progress (WIP)**