Blog
Optimal body force for heat transfer in turbulent vertical heated pipe flow
As buoyancy can help drive a flow, the vertical heated-pipe arrangement is widely used in thermal engineering applications. However, buoyancy suppresses and can even laminarise turbulence in the flow, thereby seriously damaging the heat transfer, measured by the Nusselt number Nu. As...
The accretion disk and neutrino pair annihilation process of Barrow-modified Black Hole
This paper attempts to clarify the deep consequences of Barrow fractal black hole spacetime configurations caused by quantum gravity on neutrino pair annihilation and accretion disk dynamics. We systematically derive the analytical expression for the innermost stable circular orbit (ISCO) radius ($r_{\text{ISCO}}\propto...
Leveraging differentiable programming in the inverse problem of neutron stars
Neutron stars (NSs) probe the high-density regime of the nuclear equation of state (EOS). However, inferring the EOS from observations of NSs is a computationally challenging task. In this work, we efficiently solve this inverse problem by leveraging differential programming in two...
Dynamic Early Exit in Reasoning Models
Recent advances in large reasoning language models (LRLMs) rely on test-time scaling, which extends long chain-of-thought (CoT) generation to solve complex tasks. However, overthinking in long CoT not only slows down the efficiency of problem solving, but also risks accuracy loss due...
SUPRA: Subspace Parameterized Attention for Neural Operator on General Domains
Neural operators are efficient surrogate models for solving partial differential equations (PDEs), but their key components face challenges: (1) in order to improve accuracy, attention mechanisms suffer from computational inefficiency on large-scale meshes, and (2) spectral convolutions rely on the Fast Fourier...
RaSCL: Radar to Satellite Crossview Localization
GNSS is unreliable, inaccurate, and insufficient in many real-time autonomous field applications. In this work, we present a GNSS-free global localization solution that contains a method of registering imaging radar on the ground with overhead RGB imagery, with joint optimization of relative...
Density Profiles of TNG300 Voids across Cosmic Time
We present radial density profiles, as traced by luminous galaxies and dark matter particles, for voids in eleven snapshots of the \texttt{TNG300} simulation. The snapshots span 11.65~Gyr of cosmic time, corresponding to the redshift range $0 \le z \le 3$. Using the...
Dimensional Uplift in Conformal Field Theories
The n-point functions of any Conformal Field Theory (CFT) in $d$ dimensions can always be interpreted as spatial restrictions of corresponding functions in a higher-dimensional CFT with dimension $d’> d$. In particular, when a four-point function in $d$ dimensions has a known...
GraphEdge: Dynamic Graph Partition and Task Scheduling for GNNs Computing in Edge Network
With the exponential growth of Internet of Things (IoT) devices, edge computing (EC) is gradually playing an important role in providing cost-effective services. However, existing approaches struggle to perform well in graph-structured scenarios where user data is correlated, such as traffic flow...
Restricted Repetitive Behaviors in Adolescent Males with Autism: Volatility in Brain Functional Connectivities
This paper studies subtypes of restricted, repetitive and stereotypical behaviors (RRBs) in adolescent males with autism spectrum disorder (ASD) from the viewpoint of the dynamics of brain functional connectivities (FCs). Data from the ABIDE-II repository and Repetitive Behavior Scale-Revised (RBS-R) metrics are...