knowledge_base/knowledge_graph.json

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        "e282f2f115e7": {
            "question": "How can advanced machine learning algorithms integrated with real-time plasma diagnostics optimize magnetic confinement configurations to achieve sustained net-positive energy gain in tokamak fusion reactors under varying operational conditions?",
            "answer_summary": "Achieving sustained net-positive energy gain (Q > 1) in tokamak fusion reactors hinges critically on optimizing magnetic confinement to maintain plasma stability and maximize fusion power output under...",
            "metadata": {
                "category": "Physics",
                "difficulty": 10,
                "accuracy": 95.0
            },
            "timestamp": "2026-06-10T13:08:09.427695"
        }
    },
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