Investigation of Real-Space Transfer Noise in InP Quantum Wells

Kavli Affiliate: Austin Minnich | Summary:Indium phosphide (InP) high electron-mobility transistors (HEMTs) are widely used in many fields such as quantum computing because of their unparalleled microwave noise performance. Achieving improved noise performance requires a physical understanding of the noise mechanisms. Here, we experimentally test a theoretical proposal for drain (output) noise as originating in […]


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Dynamic stimulated emission for deterministic addition and subtraction of propagating photons

Kavli Affiliate: Mohammad Mirhosseini | Summary:Photon subtraction and addition are essential non-Gaussian processes in quantum optics, where conventional methods using linear optics and number-resolving detection often suffer from low success probability. Here, we introduce the concept of textitdynamic stimulated emission, whereby a quantum emitter undergoes stimulated emission with a time-dependent coupling. We show that, for […]


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Digital Modeling of Spatial Pathway Activity from Histology Reveals Tumor Microenvironment Heterogeneity

Kavli Affiliate: Changhuei Yang | Summary:Spatial transcriptomics (ST) enables simultaneous mapping of tissue morphology and spatially resolved gene expression, offering unique opportunities to study tumor microenvironment heterogeneity. Here, we introduce a computational framework that predicts spatial pathway activity directly from hematoxylin-and-eosin-stained histology images at microscale resolution 55 and 100 um. Using image features derived from […]


Continue.. Digital Modeling of Spatial Pathway Activity from Histology Reveals Tumor Microenvironment Heterogeneity

SPHEREx Pre-Perihelion Mapping of $mathrmH_2O$, $mathrmCO_2$, and $mathrmCO$ in Interstellar Object 3I/ATLAS

Kavli Affiliate: James Bock | Summary:From 01- to 15-Aug-2025 UT, the SPHEREx spacecraft observed interstellar object 3I/ATLAS. Using $R = 40$-$130$ spectrophotometry at $λ= 0.7$-$5μ$m, light curves, spectra, and imaging of 3I were obtained. From these, robust detections of water gas emission at $2.7$-$2.8,μ$m and CO$_2$ gas at $4.23$-$4.27,μ$m plus tentative detections of $^13$CO$_2$ and […]


Continue.. SPHEREx Pre-Perihelion Mapping of $mathrmH_2O$, $mathrmCO_2$, and $mathrmCO$ in Interstellar Object 3I/ATLAS

SPHEREx Pre-Perihelion Mapping of $mathrmH_2O$, $mathrmCO_2$, and $mathrmCO$ in Interstellar Object 3I/ATLAS

Kavli Affiliate: James Bock | Summary:From 01- to 15-Aug-2025UT, the SPHEREx spacecraft observed interstellar object 3I/ATLAS. Using $R=40-130$ spectrophotometry at $λ=0.7-5$ $μ$m, light curves, spectra, and imaging of ATLAS were obtained. From these, robust detections of water gas emission at $2.7-2.8$ $μ$m and $CO_2$ gas at $4.23-4.27$ $μ$m plus tentative detections of $^13CO_2$ and $CO$ […]


Continue.. SPHEREx Pre-Perihelion Mapping of $mathrmH_2O$, $mathrmCO_2$, and $mathrmCO$ in Interstellar Object 3I/ATLAS

Wake Vectoring for Efficient Morphing Flight

Kavli Affiliate: Morteza Gharib| Summary:Morphing aerial robots have the potential to transform autonomous flight, enabling navigation through cluttered environments, perching, and seamless transitions between aerial and terrestrial locomotion. Yet mid-flight reconfiguration presents a critical aerodynamic challenge: tilting propulsors to achieve shape change reduces vertical thrust, undermining stability and control authority. Here, we introduce a passive […]


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Ultralow noise microwaves with free-running frequency combs and electrical feedforward

Kavli Affiliate: Kerry Vahala | Summary:Optically generated microwave signals exhibit some of the lowest phase noise and timing jitter of any microwave-generating technology to date. The success of octave-spanning optical frequency combs in down-converting ultrastable optical frequency references has motivated the development of compact, robust and highly manufacturable optical systems that maintain the ultralow microwave […]


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REFLEX: Self-Refining Explainable Fact-Checking via Verdict-Anchored Style Control

Kavli Affiliate: Wei Gao| Summary:The prevalence of fake news on social media demands automated fact-checking systems to provide accurate verdicts with faithful explanations. However, existing large language model (LLM)-based approaches ignore deceptive misinformation styles in LLM-generated explanations, resulting in unfaithful rationales that can mislead human judgments. They rely heavily on external knowledge sources, introducing hallucinations […]


Continue.. REFLEX: Self-Refining Explainable Fact-Checking via Verdict-Anchored Style Control

REFLEX: Self-Refining Explainable Fact-Checking via Verdict-Anchored Style Control

Kavli Affiliate: Wei Gao| Summary:The prevalence of fake news on social media demands automated fact-checking systems to provide accurate verdicts with faithful explanations. However, existing large language model (LLM)-based approaches ignore deceptive misinformation styles in LLM-generated explanations, resulting in unfaithful rationales that can mislead human judgments. They rely heavily on external knowledge sources, introducing hallucinations […]


Continue.. REFLEX: Self-Refining Explainable Fact-Checking via Verdict-Anchored Style Control

REFLEX: Self-Refining Explainable Fact-Checking via Verdict-Anchored Style Control

Kavli Affiliate: Wei Gao| Summary:The prevalence of fake news on social media demands automated fact-checking systems to provide accurate verdicts with faithful explanations. However, existing large language model (LLM)-based approaches ignore deceptive misinformation styles in LLM-generated explanations, resulting in unfaithful rationales that can mislead human judgments. They rely heavily on external knowledge sources, introducing hallucinations […]


Continue.. REFLEX: Self-Refining Explainable Fact-Checking via Verdict-Anchored Style Control