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CircuTutor is presented, a circuit-state-driven intelligent tutoring system that transforms static textbook circuit problems into an interactive tutoring workflow and demonstrates how simulated circuit states can be transformed into intelligent and interactive tutoring for circuit education, with the potential to gener...
This work introduces VirSqueezer, a framework designed to generate both localized deformations and complex squeezing dynamics, such as rupture and overflow, and enables the generation of physically realistic visual effects directly from continuous, fine-grained squeezing control signals.
Results show that LivePhys significantly outperforms general-purpose multimodal models in simulation executability, spatial accuracy, and interaction fidelity, and a user study demonstrates that interacting with LivePhys-generated simulations reduces learners' perceived cognitive load compared to static textbook materi...
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