We investigate whether one can detect the presence of a quantum resource in some operational task or equivalently whether every quantum resource provides an advantage over its free counterpart in some black box scenarios where one does not have much information about the devices. For any dimension $d$, we find that for any resource theory with less than $d^2$ number of linearly independent free states or free operations, there exist correlations that can detect the presence of a quantum resource. For this purpose, we introduce the framework for detecting quantum resources semi-device independently by considering the prepare-and-measure scenario with the restriction on the dimension of the quantum channel connecting the preparation box with the measurement box. We then explicitly construct witnesses to observe the presence of various quantum resources. We expect these results will open avenues for detecting and finding uses of quantum resources in general operational tasks.
Witness expansion: A unified framework for analytical and measurable mixed-state resource detection
Freie Universität Berlin(柏林自由大学);The Hong Kong University of Science and Technology (Guangzhou)(香港科技大学(广州));University of California, Santa Barbara(加州大学圣塔芭芭拉分校);Helmholtz-Zentrum Berlin für Materialien und Energie(柏林亥姆霍兹材料与能源中心);Tsinghua University(清华大学);Technology Innovation Institute (TII)(技术创新研究所);Universität Siegen(锡根大学)
Quantum complexity resource in Gaussian boson sampling: Core structure of the semidefinite program
Department of Mathematics , Texas A\&M University , College Station , 77843 , Texas , USA;Department of Physics \& Astronomy , Texas A\&M University , College Station , 77843 , Texas , USA
Detecting spacelike vacuum entanglement at all distances and promoting negativity to a necessary and sufficient entanglement measure in many-body regimes
Detecting quantum entanglement with unsupervised learning
Zhejiang University(浙江大学);The Hong Kong Polytechnic University(香港理工大学);The Hong Kong Polytechnic University Shenzhen Research Institute(香港理工大学深圳研究院);Tongji University(同济大学)