Autonomous Quantum Transport Measurements of 2D Semiconductors by an AI Agent

arXiv:2609.26661 · cond-mat.mes-hall · Submitted 2026-09-22 · Read on arXiv

cond-mat.mes-hall

Submitted: 2026-09-22

Updated: 2026-09-22

Terminology

• Agent Skills — 15× in this paper · explained in 1 episode
• Degeneracy — 12× in this paper · explained in 3 episodes
• AI Agents — 11× in this paper · explained in 2 episodes
• Agent Harness — 6× in this paper · explained in 2 episodes
• Accuracy — 1× in this paper · explained in 1 episode
• Adaptation — 1× in this paper · explained in 1 episode
• Agentic AI — 1× in this paper · explained in 1 episode
• Artificial Intelligence (AI) — 1× in this paper · explained in 2 episodes
• Calibration — 1× in this paper · explained in 7 episodes
• Embodied AI — 1× in this paper · explained in 2 episodes
• Human-in-the-Loop — 1× in this paper · explained in 3 episodes
• Multi-Agent System — 1× in this paper · explained in 6 episodes
• Robustness — 1× in this paper · explained in 5 episodes

Sources

• AIMS: an AI experimentalist turns uncertainty into quantum matter discovery
• Agentic AI for Scientific Reasoning in Autonomous Quantum Sensing Experiments
• An AI-driven robotic system for two-dimensional hetero-assemblies
• Qumus: Realization of An Embodied AI Quantum Material Experimentalist
• Large Language Model-Assisted Superconducting Qubit Experiments
• A hardware-safety-gated system for LLM-written native ARTIQ control code on a trapped-ion platform
• FermiLink: A Unified Agent Framework for Multidomain Autonomous Scientific Simulations

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