Vector magnetometry using cavity-enhanced microwave readout in nitrogen-vacancy diamond

Kavli Affiliate: Matthew Paszek | First 5 Authors: Reginald Wilcox, Reginald Wilcox, , , | Summary: We demonstrate $4π$-steradian vector magnetic field sensing using an ensemble of nitrogen-vacancy (NV) centers in a single-crystal diamond coupled to a microwave (MW) cavity. The MW cavity enhances the spin-photon coupling which enables efficient, high-contrast spin-state readout via MW […]


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Human-AI collaborative autonomous synthesis with pulsed laser deposition for remote epitaxy

Kavli Affiliate: Daniel Ralph | First 5 Authors: Asraful Haque, Asraful Haque, , , | Summary: Autonomous laboratories typically rely on data-driven decision-making, occasionally with human-in-the-loop oversight to inject domain expertise. Fully leveraging AI agents, however, requires tightly coupled, collaborative workflows spanning hypothesis generation, experimental planning, execution, and interpretation. To address this, we develop and […]


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An optical–mid-infrared color evolution tool for nova identification using WISE data

Kavli Affiliate: Frank Wise | First 5 Authors: Joseph Onuegbu, Joseph Onuegbu, , , | Summary: We present a novel approach for characterizing nova candidates by exploiting the infrared capabilities of the Wide-field Infrared Survey Explorer (WISE) catalog. We developed a pipeline to identify novae based on well-defined infrared criteria, and leveraging this pipeline, we […]


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Experience-Guided Adaptation of Inference-Time Reasoning Strategies

Kavli Affiliate: Matthew Paszek | First 5 Authors: Adam Stein, Adam Stein, , , | Summary: Enabling agentic AI systems to adapt their problem-solving approaches based on post-training interactions remains a fundamental challenge. While systems that update and maintain a memory at inference time have been proposed, existing designs only steer the system by modifying […]


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PEtab-GUI: A graphical user interface to create, edit and inspect PEtab parameter estimation problems

Kavli Affiliate: Frank Wise | First 5 Authors: Paul Jonas Jost, Paul Jonas Jost, , , | Summary: Motivation: Parameter estimation is a cornerstone of data-driven modeling in systems biology. Yet, constructing such problems in a reproducible and accessible manner remains challenging. The PEtab format has established itself as a powerful community standard to encode […]


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Collaborative Representation Learning for Alignment of Tactile, Language, and Vision Modalities

Kavli Affiliate: Chris Xu | First 5 Authors: Yiyun Zhou, Yiyun Zhou, , , | Summary: Tactile sensing offers rich and complementary information to vision and language, enabling robots to perceive fine-grained object properties. However, existing tactile sensors lack standardization, leading to redundant features that hinder cross-sensor generalization. Moreover, existing methods fail to fully integrate […]


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OpenUS: A Fully Open-Source Foundation Model for Ultrasound Image Analysis via Self-Adaptive Masked Contrastive Learning

Kavli Affiliate: Chris Xu | First 5 Authors: Xiaoyu Zheng, Xiaoyu Zheng, , , | Summary: Ultrasound (US) is one of the most widely used medical imaging modalities, thanks to its low cost, portability, real-time feedback, and absence of ionizing radiation. However, US image interpretation remains highly operator-dependent and varies significantly across anatomical regions, acquisition […]


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RF-Squad: A radiofrequency simulator for quantum dot arrays

Kavli Affiliate: Frank Wise | First 5 Authors: Tara Murphy, Tara Murphy, , , | Summary: Spins in semiconductor quantum dots offer a scalable approach to quantum computing; however, precise control and efficient readout of large quantum dot arrays remain challenging, mainly due to the hyperdimensional voltage space required for tuning multiple gates per dot. […]


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