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Updated: Jan 8, 2026

A Simple Stimulatory Device for Evoking Point-like Tactile Stimuli: A Searchlight for LFP to Spike Transitions
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通过稀疏高斯过程加速材料发现 机器学习潜力

Miran Ha1, Saeed Pourasad1, Chang Woo Myung2,3,4

  • 1Center for Superfunctional Materials, Department of Chemistry, Ulsan National Institute of Science and Technology, Ulsan 44919, Republic of Korea.

Accounts of chemical research
|December 22, 2025
PubMed
概括

稀疏高斯过程回归 (SGPR) 能够以最小的数据进行准确的量子模拟,加速电池和太阳能电池的材料发现. 这种机器学习方法为复杂的化学系统提供了显著的加速度和不确定性量化.

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Gauss's law helps determine electric fields even though the law is not directly about electric fields but electric flux. In situations with certain symmetries (spherical, cylindrical, or planar) in the charge distribution, the electric field can be deduced based on the knowledge of the electric flux. In these systems, we can find a Gaussian surface S over which the electric field has a constant magnitude. Furthermore, suppose the electric field is parallel (or antiparallel) to the area vector...
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In everyday conversation, accelerating means speeding up. Acceleration is a vector in the same direction as the change in velocity, Δv, therefore the greater the acceleration, the greater the change in velocity over a given time. Since velocity is a vector, it can change in magnitude, direction, or both. Thus acceleration is a change in speed or direction, or both. For example, if a runner traveling at 10 km/h due east slows to a stop, reverses direction, and continues their run at 10 km/h...
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Gauss's Law: Planar Symmetry01:27

Gauss's Law: Planar Symmetry

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Individual molecules in a gas move in random directions, but a gas containing numerous molecules has a predictable distribution of molecular speeds, which is known as the Maxwell-Boltzmann distribution, f(v).
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