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ENTITY Justyna P. Zwolak

Justyna P. Zwolak

PulseAugur coverage of Justyna P. Zwolak — every cluster mentioning Justyna P. Zwolak across labs, papers, and developer communities, ranked by signal.

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  1. TOOL · CL_325154 ·

    AI models for quantum-dot recognition show poor transfer from simulation to experiment

    A new research paper benchmarks five different neural network architectures for quantum-dot state recognition. The study found that models performing well on simulated data did not necessarily perform as well on experim…

  2. TOOL · CL_38330 ·

    Machine learning aids quantum-gas experiments with image analysis

    Researchers are exploring the application of machine learning (ML) to quantum-gas experiments, which are notoriously difficult due to experimental complexity and massive datasets. The study demonstrates ML's potential i…