Physical AI connects algorithms to the real world. Learn how embodied systems sense, adapt, and operate beyond pure computation.

Background Patients with heart failure (HF) frequently suffer from undetected declines in cardiorespiratory fitness (CRF), which significantly increases their risk of poor outcomes. However, current ...

Objective Cardiovascular diseases (CVD) remain the leading cause of mortality globally, necessitating early risk identification to improve prevention and management strategies. Traditional risk ...

Abstract: Cloud detection is a crucial preliminary step for assimilating meteorological satellite observation and retrieving other atmospheric parameters. This article presents an explainable machine ...

Abstract: Recent advancements in waveform generators have propelled the active agile waveform design as a prominent research direction for the antijamming solutions. Nevertheless, the efficient design ...

Those that solve artificially simplified problems where quantum advantage is meaningless. Those that provide no genuine quantum advantage when all costs are properly accounted for. This critique is ...

Oracle-based quantum algorithms cannot use deep loops because quantum states exist only as mathematical amplitudes in Hilbert space with no physical substrate. Criticall ...

Background Gut microbiota dysbiosis is linked to autism spectrum disorder (ASD) in children. However, the role of bacterial ...

Non-inferiority trials are a valuable type of clinical trial to evaluate new treatments that might have differing benefits. Such trials are increasingly used, but have methodological challenges in ...

├── src/ │ ├── agents/ # RL algorithms and NAS controllers │ │ ├── nas_controller.py │ │ └── rl_algorithms.py │ ├── envs/ # Environment implementations │ │ └── environments.py │ ├── utils ...

This study proposes a potentially useful improvement on a popular fMRI method for quantifying representational similarity in brain measurements by focusing on representational strength at the single ...