Jaeho Hwang
1 indexed paper
Recent (6 mo)
1With code
0Influential cites
0Benchmarked
0Publications per year
126
Top categories
ML×1AI×1Stats ML×1
Frequent co-authors
Research Timeline
2026
Quantum Tunneling-Aware Machine Learning: Physics-Derived Noise Models for Robust Deployment
The paper introduces Quantum Tunneling-Aware Machine Learning (QTAML) and a compensation algorithm (TAC) that accurately models and compensates for quantum tunneling errors in AI inference, achieving high accuracy with significantly reduced overhead compared to existing methods.
Highlighted terms show continued research focus across papers