Improving the Accuracy of Ceiling Temperature Measurements: Best Practices and Common Pitfalls

The investigation of low ceiling temperature (Tc) monomers is an active area of research in the field of polymer science to address modern challenges in waste and recycling. Many commendable contributions have been made to this field; however, a thorough survey of the literature has revealed common oversights in the calculations of the changes in enthalpy (ΔHp) and entropy (ΔSp) upon polymerization as well as Tc. This Perspective aims to clarify how to avoid these pitfalls, accurately calculate these values, and outline best practices for experimentally measuring these key thermodynamic parameters. In an era where researchers are increasingly reliant on the quality of data, especially for endeavors in machine learning and artificial intelligence, it is important to establish a unified approach for making these calculations to optimize precision and accuracy.

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Publication Details

Journal
Macromolecules
Published
2025-04-13
DOI
https://doi.org/10.1021/acs.macromol.4c02526
Citations
5
Primary Topic
Additive Manufacturing and 3D Printing Technologies
Type
article
Field-Weighted Citation Impact
3.41
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article

Improving the Accuracy of Ceiling Temperature Measurements: Best Practices and Common Pitfalls

Kellie A. Stellmach, Will R. Gutekunst, Rampi Ramprasad, Anthony Engler et al.
5 citations
Macromolecules
Additive Manufacturing and 3D Printing Technologies
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article

Improving the Accuracy of Ceiling Temperature Measurements: Best Practices and Common Pitfalls

Kellie A. Stellmach, Will R. Gutekunst, Rampi Ramprasad, Anthony Engler, McKinley K. Paul, Yong-Liang Su
article en
5 citations

Abstract

The investigation of low ceiling temperature (Tc) monomers is an active area of research in the field of polymer science to address modern challenges in waste and recycling. Many commendable contributions have been made to this field; however, a thorough survey of the literature has revealed common oversights in the calculations of the changes in enthalpy (ΔHp) and entropy (ΔSp) upon polymerization as well as Tc. This Perspective aims to clarify how to avoid these pitfalls, accurately calculate these values, and outline best practices for experimentally measuring these key thermodynamic parameters. In an era where researchers are increasingly reliant on the quality of data, especially for endeavors in machine learning and artificial intelligence, it is important to establish a unified approach for making these calculations to optimize precision and accuracy.

MacromoleculesVol. 58(8)
Louisiana State University (US), Georgia Institute of Technology (US)
Climate action
Openalex Percentile: Top 8%
Additive Manufacturing and 3D Printing Technologies
3.41
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Improving the Accuracy of Ceiling Temperature Measurements: Best Practices and Common Pitfalls — Kellie A. Stellmach, Will R. Gutekunst, et al. · Macromolecules (2025) | TGRS Research Map | TGRS