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Sports science, made interactive.

Paper Playground turns cutting-edge sports science research into interactive mini-apps. Explore new ideas, see them in action, and test how they apply to you by connecting your SweatStack account.

Paper Playground

How it works

  1. Pick — Each playground is specifically designed to explore a research paper
  2. Explore — Use sample data to explore the ideas in the paper
  3. Connect — Connect your SweatStack account to see how it applies to you

Playgrounds

A minimal power model for human running performance

A minimal power model for human running performance
Mulligan, M., Adam, G., & Emig, T. (2018). A minimal power model for human running performance. PloS one, 13(11), e0206645.

Models for human running performances of various complexities and underlying principles have been proposed, often combining data from world record performances and bio-energetic facts of human physiology. The purpose of this work is to develop a novel, minimal and universal model for human running performance that employs a relative metabolic power scale.

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A Theory of the Metabolic origin of anaerobic threshold

A Theory of the Metabolic origin of anaerobic threshold
Mader, A., & Heck, H. (1986). A theory of the metabolic origin of “anaerobic threshold”. International journal of sports medicine, 7(S 1), S45-S65.

Despite the fact that an increase of lactate at a certain submaximal level of power was known long before the idea of “anaerobic threshold” (AT) was introduced by Wasserman et al. as the point at which a change from exclusively aerobic to partially anaerobic energy supply by formation and accumulation of lactate occurs in graded exercise tests, the mechanism of this change in a metabolic pattern is not well understood and therefore the subject of various speculation.

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Capturing the Complex Relationship Between Internal and External Training Load: A Data-Driven Approach

Capturing the Complex Relationship Between Internal and External Training Load: A Data-Driven Approach
van der Zwaard, S., Otter, R. T., Kempe, M., Knobbe, A., & Stoter, I. K. (2023). Capturing the complex relationship between internal and external training load: a data-driven approach. International journal of sports physiology and performance, 18(6), 634-642.

Training load is typically described in terms of internal and external load. Investigating the coupling of internal and external training load is relevant to many sports. Here, continuous kernel-density estimation (KDE) may be a valuable tool to capture and visualize this coupling.

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