A new predictive descriptor for accelerating DAC material design

Achieving energy-efficient Direct Air Capture (DAC) requires the rational design of inorganic sorbents with optimized thermodynamic properties. This study introduces a novel, unified thermodynamic framework that bridges diverse inorganic materials, including metal oxides, hydroxides, and hydrogen carbonates. By defining a revised electronegativity difference I r , which incorporates metal‑oxygen bonding and anion structural factors, disparate thermodynamic data are successfully collapsed onto universal master curves. The results establish a definitive predictive design rule: materials capable of capturing atmospheric CO 2 at equilibrium concentrations below 3 ppm must possess an I r within the narrow range of 2.07 to 2.11. Furthermore, for energy-efficient regeneration at ~373 K, metal hydrogen carbonates with an I r of 1.77–1.81 and water vapor desorption are required. The hydrated Na 2 CO 3 /NaHCO 3 system ( I r = 2.08/1.78) is identified as an exceptionally promising candidate for next-generation DAC. This framework provides a powerful tool for accelerating the discovery of materials essential for climate change mitigation. • Revised electronegativity difference I r enables a unified thermodynamic framework. • Equilibrium CO 2 concentrations are successfully mapped onto a single master curve. • I r ranges (2.07–2.11) are required for efficient atmospheric DAC. • I r ranges (1.77–1.81) are required for regeneration of metal hydrogen carbonates. • Hydrated Na 2 CO 3 /NaHCO 3 is identified as an optimal low-temperature DAC system.

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Publication Details

Journal
Chemical Engineering Journal
Published
2026-01-29
DOI
https://doi.org/10.1016/j.cej.2026.173509
Primary Topic
Carbon Dioxide Capture Technologies
Type
article
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article

A new predictive descriptor for accelerating DAC material design

Yoshitsugu Kojima
Chemical Engineering Journal
Carbon Dioxide Capture Technologies
article

A new predictive descriptor for accelerating DAC material design

Yoshitsugu Kojima
article en

Abstract

Achieving energy-efficient Direct Air Capture (DAC) requires the rational design of inorganic sorbents with optimized thermodynamic properties. This study introduces a novel, unified thermodynamic framework that bridges diverse inorganic materials, including metal oxides, hydroxides, and hydrogen carbonates. By defining a revised electronegativity difference I r , which incorporates metal‑oxygen bonding and anion structural factors, disparate thermodynamic data are successfully collapsed onto universal master curves. The results establish a definitive predictive design rule: materials capable of capturing atmospheric CO 2 at equilibrium concentrations below 3 ppm must possess an I r within the narrow range of 2.07 to 2.11. Furthermore, for energy-efficient regeneration at ~373 K, metal hydrogen carbonates with an I r of 1.77–1.81 and water vapor desorption are required. The hydrated Na 2 CO 3 /NaHCO 3 system ( I r = 2.08/1.78) is identified as an exceptionally promising candidate for next-generation DAC. This framework provides a powerful tool for accelerating the discovery of materials essential for climate change mitigation. • Revised electronegativity difference I r enables a unified thermodynamic framework. • Equilibrium CO 2 concentrations are successfully mapped onto a single master curve. • I r ranges (2.07–2.11) are required for efficient atmospheric DAC. • I r ranges (1.77–1.81) are required for regeneration of metal hydrogen carbonates. • Hydrated Na 2 CO 3 /NaHCO 3 is identified as an optimal low-temperature DAC system.

Chemical Engineering JournalVol. 530
Hiroshima University (JP)
Affordable and clean energy
Openalex Percentile: Top 74%
Carbon Dioxide Capture Technologies
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