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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Halyna Tuluchenko

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Conference Sep 2026

Instructor-Student Applications for Vector Line Integrals: Symbolic Scaffolding and Personalized Visualization as Cognitive Reward

This paper presents a paired Instructor-Student application for computing 3D vector line integrals that integrates the SymPy symbolic engine with the Manim procedural animation library. To address the lack of specialized authoring tools for vector calculus problem sets, the Instructor module provides a high-level inter...

Halyna Tuluchenko, T. Bilousova, Inna Vygodner · 0 citations

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