TOI-4552 b: A new ultra-short period rocky world revealed by NIRPS and TESS

Kavli Affiliate: Avi Shporer | Summary:A particularly intriguing subclass of rocky exoplanets are the ultra-short period (USP) worlds that orbit their host stars in less than a day. These planets are particularly rare around M dwarf stars, with so far only ten that have a constrained mass and radius. We present the validation and characterization […]


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Origin of Edge Currents in Chiral Active Liquids

Kavli Affiliate: David T. Limmer | Summary:Chiral active liquids generically exhibit unidirectional edge currents in confinement. While this phenomenon has been attributed to model-specific mechanisms and interpreted through phenomenological equations, a universal understanding of it, and its connection to microscopic dynamics remain absent. Starting from the microscopic equations of motion of a simple interacting two-dimensional […]


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Origin of Edge Currents in Chiral Active Liquids

Kavli Affiliate: David T. Limmer | Summary:Chiral active liquids exhibit unidirectional edge currents when confined to simple geometries, but the origin of this phenomenon has defied explanation. Starting from the microscopic equations of motion of a simple two-dimensional model, we find that localized edge currents emerge as a consequence of global angular momentum conservation in […]


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Low Energy Phonon Bursts Created By Fast Neutron Damage

Kavli Affiliate: Roger Romani | Summary:Solid state athermal phonon calorimeters used in the search for low mass dark matter or coherent neutrino-nucleus interactions have long observed a large excess of events below several hundred eV. The relaxation of damage created by the interaction of fast cosmic ray neutrons with the detector has been proposed as […]


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Exploration of Fluxonium Parameters for Capacitive Cross-Resonance Gates

Kavli Affiliate: Christian Andersen | Summary: We study the cross-resonance effect in capacitively-coupled fluxonium qubits and devise a simple formula for their maximum ZX interaction strength. By going beyond the perturbative regime, we find that a CNOT gate can generally be realized in under 200 ns with residual ZZ limited to 50 kHz, for fluxonium […]


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Quantum-Material Josephson Junctions: Unconventional Barriers, Emerging Functionality

Kavli Affiliate: Mazhar Ali | Summary: Josephson junctions translate quantum phase coherence into an electrical response and underpin superconducting sensors and quantum circuits. In conventional junctions, the barrier acts primarily as a passive weak link, however, when the barrier is a quantum material with its own internal degrees of freedom like magnetism, strong correlations, or […]


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Thermodynamic Discovery of Tetracriticality and Emergent Multicomponent Superconductivity in UTe$_2$

Kavli Affiliate: Brad Ramshaw | Summary:The candidate topological superconductor UTe$_2$ exhibits a complex phase diagram with multiple superconducting states, yet the nature of their coexistence has remained a central mystery. In particular, the apparent intersection of two second-order phase boundaries at a “triple point” in the pressure-temperature phase diagram is thermodynamically forbidden, suggesting either hidden […]


Continue.. Thermodynamic Discovery of Tetracriticality and Emergent Multicomponent Superconductivity in UTe$_2$

Thermodynamic Discovery of Tetracriticality and Emergent Multicomponent Superconductivity in UTe$_2$

Kavli Affiliate: Brad Ramshaw | Summary:The candidate topological superconductor UTe$_2$ exhibits a complex phase diagram with multiple superconducting states, yet the nature of their coexistence has remained a central mystery. In particular, the apparent intersection of two second-order phase boundaries at a “triple point” in the pressure-temperature phase diagram is thermodynamically forbidden, suggesting hidden phase […]


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Complementary RL: Towards Efficient Experience-Driven Agent Learning

Kavli Affiliate: Wei Gao| Summary:Reinforcement Learning (RL) has emerged as a powerful paradigm for training LLM-based agents, yet remains limited by low sample efficiency, stemming not only from sparse outcome feedback but also from the agent’s inability to leverage prior experience across episodes. While augmenting agents with historical experience offers a promising remedy, existing approaches […]


Continue.. Complementary RL: Towards Efficient Experience-Driven Agent Learning

Complementary Reinforcement Learning

Kavli Affiliate: Wei Gao| Summary:Reinforcement Learning (RL) has emerged as a powerful paradigm for training LLM-based agents, yet remains limited by low sample efficiency, stemming not only from sparse outcome feedback but also from the agent’s inability to leverage prior experience across episodes. While augmenting agents with historical experience offers a promising remedy, existing approaches […]


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