A Single-Loop First-Order Algorithm for Linearly Constrained Bilevel Optimization

Kavli Affiliate: Kyle Shen | First 5 Authors: Wei Shen, Wei Shen, , , | Summary: We study bilevel optimization problems where the lower-level problems are strongly convex and have coupled linear constraints. To overcome the potential non-smoothness of the hyper-objective and the computational challenges associated with the Hessian matrix, we utilize penalty and augmented […]


Continue.. A Single-Loop First-Order Algorithm for Linearly Constrained Bilevel Optimization

Tomographic beta-gamma spectroscopy of nuclear beta decay

Kavli Affiliate: Yingjie Peng| First 5 Authors: PandaX Collaboration, PandaX Collaboration, , , | Summary:Nuclear $β$ decay, a sensitive probe of nuclear structure and weak interactions, has become a precision test bed for physics beyond the Standard Model, driven by recent advances in spectrometric techniques. Here we introduce tomographic $β$-$γ$ spectroscopy (TBGS) of nuclear $β$ […]


Continue.. Tomographic beta-gamma spectroscopy of nuclear beta decay

ReplicationBench: Can AI Agents Replicate Astrophysics Research Papers?

Kavli Affiliate: Risa Wechsler | Summary:Frontier AI agents show increasing promise as scientific research assistants, and may eventually be useful for extended, open-ended research workflows. However, in order to use agents for novel research, we must first assess the underlying faithfulness and correctness of their work. To evaluate agents as research assistants, we introduce ReplicationBench, […]


Continue.. ReplicationBench: Can AI Agents Replicate Astrophysics Research Papers?

ReplicationBench: Can AI Agents Replicate Astrophysics Research Papers?

Kavli Affiliate: Risa Wechsler| First 5 Authors: Christine Ye, Christine Ye, , , | Summary:Frontier AI agents show increasing promise as scientific research assistants, and may eventually be useful for extended, open-ended research workflows. However, in order to use agents for novel research, we must first assess the underlying faithfulness and correctness of their work. […]


Continue.. ReplicationBench: Can AI Agents Replicate Astrophysics Research Papers?

XRISM constraints on unidentified X-ray emission lines, including the 3.5 keV line, in the stacked spectrum of ten galaxy clusters

Kavli Affiliate: Eric Miller | Summary:We stack 3.75 Megaseconds of early XRISM Resolve observations of ten galaxy clusters to search for unidentified spectral lines in the $E=$ 2.5-15 keV band (rest frame), including the $E=3.5$ keV line reported in earlier, low spectral resolution studies of cluster samples. Such an emission line may originate from the […]


Continue.. XRISM constraints on unidentified X-ray emission lines, including the 3.5 keV line, in the stacked spectrum of ten galaxy clusters

Fock space prethermalization and time-crystalline order on a quantum processor

Kavli Affiliate: Biao Huang | Summary:Periodically driven quantum many-body systems exhibit a wide variety of exotic nonequilibrium phenomena and provide a promising pathway for quantum applications. A fundamental challenge for stabilizing and harnessing these highly entangled states of matter is system heating by energy absorption from the drive. Here, we propose and demonstrate a disorder-free […]


Continue.. Fock space prethermalization and time-crystalline order on a quantum processor

Fock space prethermalization and time-crystalline order on a quantum processor

Kavli Affiliate: Biao Huang | Summary:Periodically driven quantum many-body systems exhibit a wide variety of exotic nonequilibrium phenomena and provide a promising pathway for quantum applications. A fundamental challenge for stabilizing and harnessing these highly entangled states of matter is system heating by energy absorption from the drive. Here, we propose and demonstrate a disorder-free […]


Continue.. Fock space prethermalization and time-crystalline order on a quantum processor

Tracing Cloud Formation and Evolution Through 3D Magnetic Field Mapping

Kavli Affiliate: Rodriguez Enrique Lopez | Summary:We propose to use the unprecedented polarization sensitivity of PRIMA’s PRIMAger Polarization Imager and its high resolution in Band 1 (92 $μ$m) to map magnetic fields across two contrasting molecular cloud environments: the well-studied Perseus cloud and the isolated Musca filament. This comparative study will leverage the existing VLA […]


Continue.. Tracing Cloud Formation and Evolution Through 3D Magnetic Field Mapping