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相关概念视频

Inductive Reasoning00:59

Inductive Reasoning

59.0K
Inductive reasoning is a form of logical thinking that uses related observations to arrive at a general conclusion. It is uncertain and operates in degrees to which the conclusions are credible. As such, inductive arguments can be weak or strong, rather than valid or invalid, and conclusions can be used to formulate testable, falsifiable hypotheses.
Inductive reasoning is common in descriptive science. A life scientist makes observations and records them. This data can be qualitative or...
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Cognitivism01:17

Cognitivism

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Cognitive psychology emerged as a significant field in the mid-20th century. It focused on understanding humans' internal mental processes. This approach emphasizes how people perceive, remember, think, and solve problems—elements critical to human cognition.
Previously dominated by behaviorism, which prioritized observable behaviors and largely ignored mental processes, psychology transformed in the 1950s. Cognitive psychologists argue that understanding how we think and process...
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Evolutionary Psychology01:20

Evolutionary Psychology

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Evolutionary psychology explores the origins of human behavior and mental processes by framing them within the context of natural selection, a theory famously propounded by Charles Darwin. This field asserts that many behaviors common across human societies — ranging from instinctive fear reactions to complex social interactions — arose as evolutionary adaptations. These adaptations enhanced the survival and reproductive success of our ancestors, thereby becoming embedded in the...
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Introduction to Cognitive Psychology01:20

Introduction to Cognitive Psychology

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Cognitive psychology is the field of psychology dedicated to examining how people think. It attempts to explain how and why we think the way we do by studying the interactions among human thinking, emotion, creativity, language, and problem-solving, as well as other cognitive processes. Cognitive psychology studies how information is processed and manipulated in remembering, thinking, and knowing.
This field emerged in the mid-20th century, following a period dominated by behaviorism, which...
2.7K
Natural and Artificial Concepts01:24

Natural and Artificial Concepts

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In psychology, concepts can be divided into two categories: natural and artificial. Natural concepts are formed through direct or indirect experiences. For example, consider the concept of snow. If you live in a place with regular snowfall, such as Essex Junction, Vermont, you know snow through direct experiences. You’ve seen it fall, touched it, shoveled it, and played in it. You recognize its texture, appearance, and even its smell. In contrast, if you live on an island like Saint...
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Piaget's Theory of Cognitive Development from Childhood into Adulthood01:25

Piaget's Theory of Cognitive Development from Childhood into Adulthood

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Jean Piaget's theory of cognitive development emphasizes the role of thinking in a child's learning process, suggesting that children are naturally curious about their environment. His approach to development is discontinuous, proposing that cognitive abilities progress through distinct stages, each with unique characteristics. Central to Piaget's theory is schemata—mental structures that allow individuals to understand and interpret the world.
Schemata: Building Blocks of Knowledge
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相关实验视频

Updated: May 1, 2026

Inducing Acute Lung Injury in Mice by Direct Intratracheal Lipopolysaccharide Instillation
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Inducing Acute Lung Injury in Mice by Direct Intratracheal Lipopolysaccharide Instillation

Published on: July 6, 2019

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通过将数据和背景知识与AI (希尔伯特人工智能) 统一,发展科学发现.

Ryan Cory-Wright1, Cristina Cornelio2, Sanjeeb Dash3

  • 1Department of Analytics, Marketing and Operations, Imperial College Business School, London, UK. r.cory-wright@imperial.ac.uk.

Nature communications
|July 14, 2024
PubMed
概括

科学家现在可以通过将实验数据整合到方程发现过程中来发现自然规律. 这种新方法使用多项式优化来导出科学定律,提高效率和准确性.

相关实验视频

Last Updated: May 1, 2026

Inducing Acute Lung Injury in Mice by Direct Intratracheal Lipopolysaccharide Instillation
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Inducing Acute Lung Injury in Mice by Direct Intratracheal Lipopolysaccharide Instillation

Published on: July 6, 2019

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科学领域:

  • 科学发现是科学发现.
  • 计算科学是一种计算科学.
  • 数学物理学的数学物理.

背景情况:

  • 发现科学规律传统上涉及对基于现有知识的方程进行操纵,通常不包括实验数据.
  • 这种间接方法可能是低效的,可能无法充分利用现有信息.

研究的目的:

  • 开发一种原则性的科学发现方法,直接结合实验数据.
  • 为了证明这种方法用于推导已知的科学规律的适用性.

主要方法:

  • 将科学定律建模为多项式,并使用二进制变量和逻辑约束.
  • 通过混合整数线性或半确定的优化解决多项式优化问题.
  • 使用Positivstellensatz证书验证发现的科学规律.

主要成果:

  • 成功地从公理和实验数据中推导出开普勒的行星运动定律.
  • 使用拟议的方法推导出辐射引力波功率方程.
  • 证明该方法对多项式科学定律具有广泛适用性.

结论:

  • 拟议的方法通过整合实验数据,提供了一种更有效和更有原则的方式来发现科学规律.
  • 这种计算方法可以加速科学发现,并揭示对自然现象的新见解.