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Xiaocheng Luo · Kang Wang · Zaifu Zhan · Yuechi Zhou · y 1 más
The Chain-of-Thought (CoT) paradigm, while enhancing the interpretability of Large Language Models (LLMs), is constrained by the inefficiencies and expressive limits of natural language. Latent Chain-of-Thought (latent CoT) reasoning, which operates in a continuous latent space, offers a promising alternative but faces...
FOS: Computer and information sciencesArtificial Intelligence (cs.AI)Artificial IntelligenceComputation and Language
We study a system of reaction-diffusion equations posed on a bounded domain composed of subdomains separated by a connected network with a metric graph structure. The reaction-diffusion dynamics with anisotropic diffusion on the graph edges are coupled to well-mixed ODE dynamics occurring at the vertices by junction co...
Analysis of PDEsFOS: Mathematics35K40, 35K59, 35B40, 35D40mathematics
We review empirical research on masculinity processes in negotiations. Studies to date are typically based on the precarious manhood thesis, which suggests that men seek to demonstrate their manhood to others, or on evolutionary psychology, which suggests that men are susceptible to evolutionary pressures to compete fo...
Xiaoyan Meng · Zhonglong Liu · Yongqiang Hao · Yingchun Zhu · y 4 más
The immunosuppressive tumor microenvironment limits the efficacy of therapies that target metabolism. Here we show a strategy of dual metabolic regulation that simultaneously reprogramming glycolysis in cancer cells and fructose metabolism in tumor-associated macrophages, transforms the metabolic ecosystem from pro-tum...
Model uncertainty of inverter-based resources (IBRs) presents significant challenges for power system control and stability. This work studies secondary frequency regulation in inverter-based power systems using a Data-driven Koopman Predictive Control (DKPC) framework. The method employs Koopman theory to lift the non...
engineering and technologySystems and Control (eess.SY)Systems and Control
Ryutaro Nishimura · Yuki Shibazaki · Daisuke Wakabayashi · Yoshio Suzuki · y 4 más
A zooming optical system comprising two Fresnel zone plates (FZPs) was developed and installed at the AR-NE1A beamline of the Photon Factory, High Energy Accelerator Research Organization (KEK), Japan. To ensure reliable and versatile operation, we implemented a dedicated control architecture based on the Simple Transm...
industrial biotechnologyFOS: Physical sciencesOpticsengineering and technology
This work is concerned with global gradient bounds for a class of divergence-form degenerate elliptic systems with complex-valued coefficients. Notably, the leading coefficients are merely required to be sufficiently small in BMO, which is strictly weaker than the VMO condition. In the complex setting, the well-posedne...
Analysis of PDEsFOS: Mathematicsmathematicsnatural sciences
Francesco Favro · Luca Beratto · Stefano Gobbo · Alberto Rainoldi · y 4 más
Work-related musculoskeletal disorders (WMSDs) are the most commonly reported health problem among workers in Europe. Manual handling of loads and awkward postures are cited as important risk factors for WMSDs. Exoskeletons, wearable devices that support and stabilize the locomotor system, are emerging as a lifting aid...
Qi Jiang · Ziyu Ding · Siying Li · Xianan Mo · y 8 más
Osteoarthritis (OA) is a progressive degenerative joint disease characterized by dynamic pathological evolution. Existing therapies are largely confined to single-phase interventions and therefore fail to address the distinct biological requirements that arise during disease progression. Here, we report an intelligent...
Zhang, Di · Zhang, Binyun · Zheng, Cheng · Sun, Wenjun · y 5 más
Biomolecular condensates form through phase separation, playing a crucial role in cellular organization and gene regulation. However, native condensate elements often suffer from high molecular weight and sequence redundancy, limiting their use in prokaryotic systems. To address this, we established an integrated frame...
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