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cs.LG2026
Do Quantum Models Scale Like LLMs?
David S. Berman, Ying-Jer Kao, Roger G. Melko +1
In this work, we study the neural scaling laws of RydbergGPT, an autoregressive transformer model trained on qubit projective measurement data gathered from interacting Rydberg ato…
quant-ph2026
Quantum Imaginary Time Evolution on an Infinite 1D Chain
Hao-Ti Hung, Tung Tsao, Ying-Jer Kao
We introduce a quantum-circuit algorithm for performing imaginary-time evolution on infinite one-dimensional lattice systems. The method uses a parameterized quantum circuit to rep…