Tootfinder

AI-Guided Quantum Material Simulator for Education. Case Example: The Neuromorphic Materials Calculator 2025
Santiago D. Barrionuevo, Myriam H. Aguirre
https://arxiv.org/abs/2509.20372

AI-Guided Quantum Material Simulator for Education. Case Example: The Neuromorphic Materials Calculator 2025
Teaching and learning in advanced materials science are often limited by two barriers: the technical complexity of quantum-mechanical simulations and the lack of individualized support in inquiry-based education. Here, we introduce the Neuromorphic Materials Calculator 2025 (NMC2025), a command-line platform that integrates a conversational artificial intelligence (AI) tutor with automated simulation workflows. NMC2025 combines large language model (LLM) guidance, real-time literature feedback,…