Tailong Xiao

Towards LLM4QPE: Unsupervised Pretraining of Quantum Property Estimation and A Benchmark

Estimating the properties of quantum systems such as quantum phase has been critical in addressing the essential quantum many-body problems in physics and chemistry. Deep learning models have been recently introduced to property estimation, surpassing conventional statistical approaches. However, t…