LASPAI-Assisted Mechanistic Investigation of Carbon Poisoning in Molecular Copper-Catalyzed CO2 Reduction

Strong retention of coordinated CO can divert molecular CO2 reduction from product release toward persistent carbon-containing species and catalyst deactivation. We examine this competition in a Cu(II)-derived Cudpk system using electrochemistry–electrospray ionization mass spectrometry (EC-ESI-MS), collision-induced dissociation (CID) and AI-assisted pathway simulation. Time-resolved EC-ESI-MS during the potential-pulse sequence detected Cudpk ions assigned to -–CO, –COH, –CHOH and –CH-associated compositions. In separate post-electrolysis solution samples, an m/z = 260 CH-associated ion was detected after constant-potential operation but was not obvious after approximately 16 h of pulsed operation. Double-ended surface walking (DESW) searches on LASPAI use a generalized global neural network (GGNN) potential to evaluate energies and forces. The resulting profile places a high energetic cost on CO release and identifies a competing route from retained CO toward a Cu-bound carbon state. Pulsed operation resolves this contradiction: periodic potential pulses suppress the accumulation of residual carbon-containing species, thereby maintaining the turnover of the CO formation reaction. The AI-derived energy profile and pulse-dependent mass spectrometry data support a proposed deactivation pathway involving further conversion of strongly retained CO into persistent carbon-associated species. The reduced persistence of CH-associated ions after pulsed operation, together with sustained CO production, is consistent with mitigation of this pathway.

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Publication Details

Journal
Materials
Published
2026-10-26
DOI
https://doi.org/10.3390/ma19214500
Primary Topic
CO2 Reduction Techniques and Catalysts
Type
article
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article

LASPAI-Assisted Mechanistic Investigation of Carbon Poisoning in Molecular Copper-Catalyzed CO2 Reduction

Shanshan Lin, Xiaoyan Sun, Guangjing Feng
Materials
CO2 Reduction Techniques and Catalysts
article

LASPAI-Assisted Mechanistic Investigation of Carbon Poisoning in Molecular Copper-Catalyzed CO2 Reduction

Shanshan Lin, Xiaoyan Sun, Guangjing Feng
article en

Abstract

Strong retention of coordinated CO can divert molecular CO2 reduction from product release toward persistent carbon-containing species and catalyst deactivation. We examine this competition in a Cu(II)-derived Cudpk system using electrochemistry–electrospray ionization mass spectrometry (EC-ESI-MS), collision-induced dissociation (CID) and AI-assisted pathway simulation. Time-resolved EC-ESI-MS during the potential-pulse sequence detected Cudpk ions assigned to -–CO, –COH, –CHOH and –CH-associated compositions. In separate post-electrolysis solution samples, an m/z = 260 CH-associated ion was detected after constant-potential operation but was not obvious after approximately 16 h of pulsed operation. Double-ended surface walking (DESW) searches on LASPAI use a generalized global neural network (GGNN) potential to evaluate energies and forces. The resulting profile places a high energetic cost on CO release and identifies a competing route from retained CO toward a Cu-bound carbon state. Pulsed operation resolves this contradiction: periodic potential pulses suppress the accumulation of residual carbon-containing species, thereby maintaining the turnover of the CO formation reaction. The AI-derived energy profile and pulse-dependent mass spectrometry data support a proposed deactivation pathway involving further conversion of strongly retained CO into persistent carbon-associated species. The reduced persistence of CH-associated ions after pulsed operation, together with sustained CO production, is consistent with mitigation of this pathway.

MaterialsVol. 19(21)
Chinese Academy of Sciences (CN), Qingdao Institute of Bioenergy and Bioprocess Technology (CN), University of Chinese Academy of Sciences (CN)
Openalex Percentile: Top 35%
CO2 Reduction Techniques and Catalysts
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LASPAI-Assisted Mechanistic Investigation of Carbon Poisoning in Molecular Copper-Catalyzed CO2 Reduction — Shanshan Lin, Xiaoyan Sun, et al. · Materials (2026) | TGRS Research Map | TGRS