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Ye, Ke
Publications (10 of 12) Show all publications
Ye, K., Li, Q.-K., Hu, M., Zhang, G. & Ahlquist, M. S. G. (2026). Alkali Cations Promote CO2 Electroreduction on Cu(100) Surfaces under Acidic Conditions by Suppressing Surface Hydrogen Passivation: A Multiscale Modeling Perspective. Journal of the American Chemical Society, 148(26), 27035-27041
Open this publication in new window or tab >>Alkali Cations Promote CO2 Electroreduction on Cu(100) Surfaces under Acidic Conditions by Suppressing Surface Hydrogen Passivation: A Multiscale Modeling Perspective
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2026 (English)In: Journal of the American Chemical Society, ISSN 0002-7863, E-ISSN 1520-5126, Vol. 148, no 26, p. 27035-27041Article in journal (Refereed) Published
Abstract [en]

The promotional effect of cations on the CO2 reduction reaction (CO2RR) on Cu is well-established experimentally, yet the underlying mechanism remains debated. This is further complicated by an underexplored factor: in acidic solution, the Cu surface may be covered by a H adlayer rather than being pristine. We employ a multiscale modeling approach to investigate how the H adlayer and electric double layer environment affect CO2RR activity on Cu(100). GC-DFT calculations demonstrate that the H adlayer on Cu lowers the d-band center of Cu, attenuating CO2RR activity and correctly identifying CO2 chemisorption as the rate-limiting step. This H-passivated surface provides a novel lens through which to view the cation effects. Molecular dynamics simulations reveal that the direct Cs+ stabilization of intermediates is a minor effect. More importantly, Cs+ thermodynamically favors the transition to lower H coverage and suppresses H3O+ adsorption on the Cu surface. We thus propose a dual-role mechanism: alkali cations promote CO2RR also by acting as depassivants that reduce H coverage, restoring the catalytic activity of the Cu surface for the CO2RR.

Place, publisher, year, edition, pages
American Chemical Society (ACS), 2026
National Category
Inorganic Chemistry Other Chemistry Topics
Identifiers
urn:nbn:se:kth:diva-386385 (URN)10.1021/jacs.6c05861 (DOI)001804304600001 ()42347741 (PubMedID)2-s2.0-105044919066 (Scopus ID)
Note

QC 20260731

Available from: 2026-07-31 Created: 2026-07-31 Last updated: 2026-07-31Bibliographically approved
Hu, M., Han, Y., Li, Q.-K., Ye, K. & Zhang, G. (2026). Cooperative Effects of Active Sites in Single-Atom Catalysts. The Journal of Physical Chemistry Letters, 17(11), 3058-3068
Open this publication in new window or tab >>Cooperative Effects of Active Sites in Single-Atom Catalysts
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2026 (English)In: The Journal of Physical Chemistry Letters, E-ISSN 1948-7185, Vol. 17, no 11, p. 3058-3068Article in journal (Refereed) Published
Abstract [en]

Single-atom catalysts (SACs) have come to the forefront of heterogeneous catalysis, largely built upon the success of an isolated active site model that maximizes metal atom utility and offers excellent catalytic activity. However, the drive toward industrial relevance has spurred synthetic advances that now routinely yield high loadings, pushing SACs into a new high-density regime, where the conventional "isolated site" assumption no longer holds. This Perspective posits that intersite synergy is a tunable emergent property in these systems, shaped by the spatial distance between adjacent active centers. The impacts of site cooperation on heterogeneous catalysis manifest in various forms, including modified linear scaling relationships, alternating reaction pathways, and tunable spin-dependent activities. We conclude by outlining the challenges and opportunities in operando characterization and theoretical modeling of these cooperative catalytic ensembles, charting a course for the next frontier in the study of single-atom catalysis.

Place, publisher, year, edition, pages
American Chemical Society (ACS), 2026
National Category
Physical Chemistry
Identifiers
urn:nbn:se:kth:diva-378666 (URN)10.1021/acs.jpclett.5c03063 (DOI)001674295000001 ()41609615 (PubMedID)2-s2.0-105033155833 (Scopus ID)
Note

QC 20260327

Available from: 2026-03-27 Created: 2026-03-27 Last updated: 2026-06-22Bibliographically approved
Ye, K., Han, Y., Wu, F., Hu, M., Duan, Z., Hu, P. J., . . . Ahlquist, M. S. G. (2026). Decoding Electric Double Layer Effects on CO2Electroreduction on Ni–N–C via Multiscale Modeling. ACS Catalysis, 16(1), 519-527
Open this publication in new window or tab >>Decoding Electric Double Layer Effects on CO2Electroreduction on Ni–N–C via Multiscale Modeling
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2026 (English)In: ACS Catalysis, E-ISSN 2155-5435, Vol. 16, no 1, p. 519-527Article in journal (Refereed) Published
Abstract [en]

Understanding the electrocatalyst–electrolyte interface, including electric double layer (EDL) effects, is critical for CO2 electroreduction (CO2RR). However, modeling the EDL’s full complexity, spanning large spatiotemporal scales (∼10 nm, >100 ps) remains a challenge for conventional simulations. Here, we integrate the grand canonical density functional theory (GC-DFT) with large-scale classical molecular dynamics and free energy perturbation (FEP) methods (30,000+ atoms, ns time scale) to model CO2 reduction to CO on a Ni–N–C/G catalyst under an applied potential of −0.60 VRHE in a 0.5 M KHCO3 electrolyte. The simulations indicate that under these specific conditions, the EDL substantially promotes CO2 adsorption (−0.64 eV) and facilitates the two proton-transfer steps while slightly inhibiting CO desorption. Moreover, the FEP simulation results reveal that the interfacial electric field (EF), rather than cation coordination, is primarily responsible for modulating these reaction energetics. Furthermore, a linear correlation is found between the perpendicular dipole moment change (Δμz) of adsorbed intermediates and the EF-induced free energy shift (ΔGFEP), suggesting a useful descriptor for assessing EDL influences. This work demonstrates the value of a multiscale framework for probing interfacial electrochemical phenomena.

Place, publisher, year, edition, pages
American Chemical Society (ACS), 2026
Keywords
cation effect, CO2reduction reaction, electric double layer effects, electric field effect, multiscale modeling, single-atom catalysts
National Category
Chemical Sciences
Identifiers
urn:nbn:se:kth:diva-375745 (URN)10.1021/acscatal.5c06835 (DOI)001644286500001 ()2-s2.0-105026342615 (Scopus ID)
Note

QC 20260122

Available from: 2026-01-22 Created: 2026-01-22 Last updated: 2026-01-22Bibliographically approved
Ye, K., Hu, M., Zhang, G. & Ahlquist, M. S. G. (2026). Inversed Cation Size Effects on Methanol Formations From CO2 Electroreduction by Immobilized Cobalt Phthalocyanine. Angewandte Chemie International Edition, 65(27), Article ID e1450878.
Open this publication in new window or tab >>Inversed Cation Size Effects on Methanol Formations From CO2 Electroreduction by Immobilized Cobalt Phthalocyanine
2026 (English)In: Angewandte Chemie International Edition, ISSN 1433-7851, E-ISSN 1521-3773, Vol. 65, no 27, article id e1450878Article in journal (Refereed) Published
Abstract [en]

The electrocatalytic reduction of CO2 to methanol offers a compelling pathway for sustainable fuel synthesis, wherein cations in the electric double layer (EDL) exert a substantial influence on catalytic performance. Although cation modulation of CO2-to-CO conversion has been extensively documented, its influence on downstream reduction pathways toward CH3OH has received comparatively little attention. Using multiscale simulation, we establish that methanol synthesis over immobilized cobalt phthalocyanine (CoPc) is kinetically governed by the final proton transfer (*CH2OH + H2O → * + CH3OH + OH). The EDL environment substantially accelerates this rate-determining step (RDS). Moreover, the activity exhibits a clear dependence on cation radius, following the trend Li+ > Na+ > K+ > Cs+, with smaller cations systematically lowering the proton transfer barrier. This trend stems from the enhanced accessibility of smaller cations to the transition state, where Li+ achieves tighter coordination than Cs+, conferring greater electrostatic stabilization and a correspondingly reduced barrier. Conversely, smaller cations attenuate the hydrogen-bond network surrounding OH, potentially impeding OH transfer from the catalyst surface to the bulk electrolyte. These multifaceted cation effects underscore the complex interplay between kinetic promotion and mass transfer limitations in electrocatalytic systems.

Place, publisher, year, edition, pages
Wiley, 2026
Keywords
cation effects, CoPc, electrocatalysis CO2RR, methanol
National Category
Physical Chemistry
Identifiers
urn:nbn:se:kth:diva-382813 (URN)10.1002/anie.1450878 (DOI)001768927200001 ()42148567 (PubMedID)2-s2.0-105039210402 (Scopus ID)
Note

QC 20260602

Available from: 2026-06-02 Created: 2026-06-02 Last updated: 2026-07-03Bibliographically approved
Hou, N., Ye, K., Wang, M., Wang, J., She, Z., Song, J., . . . Mu, Y. (2026). Lattice Hydrogen Engineering Unlocks Inert TiO2 for H2O2 Electrosynthesis in Neutral Media. Angewandte Chemie International Edition, 65(3), Article ID e19411.
Open this publication in new window or tab >>Lattice Hydrogen Engineering Unlocks Inert TiO2 for H2O2 Electrosynthesis in Neutral Media
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2026 (English)In: Angewandte Chemie International Edition, ISSN 1433-7851, E-ISSN 1521-3773, Vol. 65, no 3, article id e19411Article in journal (Refereed) Published
Abstract [en]

Electrochemical H2O2 production through the two-electron oxygen reduction reaction (2e− ORR) represents a transformative route for sustainable and decentralized chemical synthesis. Nevertheless, conventional catalysts struggle to achieve optimal intermediates adsorption and efficient proton-coupled electron transfer (PCET) under neutral conditions, as the sluggish dissociation of water imposes a severe kinetic bottleneck. Herein, we introduce a lattice hydrogen engineering strategy that confers unprecedented catalytic functionality to traditionally inert metal oxides. Through precise hydrogen implantation into the TiO2 lattice, we establish Ti-O2C-H active centers—a dual-function motif that simultaneously achieves near-ideal OOH* adsorption (positioned at the Sabatier volcano apex) and intrinsic proton reservoir capability. This atomically engineered H-TiO2 catalyst delivers > 95% H2O2 selectivity, operating stably for over 100 h at an industrial current density of 200 mA cm−2. This robust operation yields a high H2O2 production rate of 13,968 mmol g−1 h−1 with an energy efficiency of 41.3%. Crucially, the universality of lattice hydrogen engineering is demonstrated through the activation of WO3, MoO3, and Nb2O5, yielding comparable performance enhancements for neutral 2e− ORR. By unlocking metal oxides as a robust catalyst platform for H2O2 electrosynthesis, this work establishes a scalable pathway toward scalable, green and cost-effective peroxide production. 

Place, publisher, year, edition, pages
Wiley, 2026
Keywords
Electrocatalysis, Hydrogen peroxide, Lattice hydrogen, Neutral medium, Oxygen Reduction Reaction
National Category
Chemical Sciences
Identifiers
urn:nbn:se:kth:diva-373630 (URN)10.1002/anie.202519411 (DOI)001616835800001 ()41243825 (PubMedID)2-s2.0-105021995887 (Scopus ID)
Note

QC 20260127

Available from: 2025-12-04 Created: 2025-12-04 Last updated: 2026-01-27Bibliographically approved
Ye, K., Hu, M., Zhang, G. & Ahlquist, M. S. G. (2026). Support-Induced Interfacial Effects Steer Methanol Selectivity in CO2 Electroreduction by Immobilized Cobalt Phthalocyanine. Angewandte Chemie International Edition, 65(8), Article ID e21683.
Open this publication in new window or tab >>Support-Induced Interfacial Effects Steer Methanol Selectivity in CO2 Electroreduction by Immobilized Cobalt Phthalocyanine
2026 (English)In: Angewandte Chemie International Edition, ISSN 1433-7851, E-ISSN 1521-3773, Vol. 65, no 8, article id e21683Article in journal (Refereed) Published
Abstract [en]

Achieving product selectivity in multistep electrocatalysis requires delicately tuning the stability of key reaction intermediates to modulate the energetics of competing pathways. The conversion of CO2 by cobalt phthalocyanine (CoPc) presents a stark puzzle in this context; while solution-phase CoPc exclusively produces CO, its immobilization on carbon nanotube support triggers a substantial and unusual switch to methanol. Here, using multiscale simulations, we resolve this outstanding puzzle. We demonstrate that the carbon support is not a passive anchor but an active modulator of the catalytic environment. It functions by shielding one face of the CoPc molecule from the aqueous solvent, which substantially lowers the kinetic barrier for protonation while having little effect on CO desorption, thereby activating methanol production. Interfacial electric fields (EF) and cations further enhance this effect. Our findings establish support-induced desolvation as a new, rational design guideline for kinetically steering complex electrocatalytic reactions, providing a clear mechanistic basis for the unique reactivity of heterogenized molecular catalysts.

Place, publisher, year, edition, pages
Wiley, 2026
Keywords
CO2 reduction reaction, Electrocatalysis, Immobilized cobalt phthalocyanine, Methanol
National Category
Theoretical Chemistry Physical Chemistry
Identifiers
urn:nbn:se:kth:diva-373722 (URN)10.1002/anie.202521683 (DOI)001620139700001 ()41273177 (PubMedID)2-s2.0-105022605322 (Scopus ID)
Note

QC 20260220

Available from: 2025-12-09 Created: 2025-12-09 Last updated: 2026-02-20Bibliographically approved
Bhimpuria, R., Charaf, R., Ye, K., Thapper, A., Sathyan, H., Ahlquist, M. S. G., . . . Borbas, K. E. (2025). A Sm(II)-based catalyst for the reduction of dinitrogen, nitrite, and nitrate to ammonia or urea. Chem, 11(7), Article ID 102547.
Open this publication in new window or tab >>A Sm(II)-based catalyst for the reduction of dinitrogen, nitrite, and nitrate to ammonia or urea
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2025 (English)In: Chem, ISSN 2451-9308, E-ISSN 2451-9294, Vol. 11, no 7, article id 102547Article in journal (Refereed) Published
Abstract [en]

Industrial dinitrogen (N-2) reduction to ammonia in the Haber-Bosch synthesis is essential for producing fertilizers and, consequently, food. Methods wherein the energy for nitrogen activation is supplied by light could provide more sustainable alternatives to existing ones. The combination of a photosensitizer and a lanthanide catalyst is reported for an effective >2e(-) reduction of N-2 in what is the first transition-metal-free molecular photocatalyst for ammonia synthesis. The lanthanide is Earth-abundant Sm. The reaction proceeds at ambient pressure and temperature, with high turnover numbers (up to 98), with visible light irradiation in aqueous solvent mixtures and even pure water, and it uses an environmentally benign non-metallic sacrificial reductant. Nitrite and nitrate were also efficiently reduced to ammonia. Thus, the first photocatalytic co-reduction of nitrite and bicarbonate to urea using an Sm-based photocatalyst was achieved.

Place, publisher, year, edition, pages
Elsevier BV, 2025
National Category
Physical Chemistry
Identifiers
urn:nbn:se:kth:diva-372855 (URN)10.1016/j.chempr.2025.102547 (DOI)001536453300001 ()2-s2.0-105003175927 (Scopus ID)
Note

QC 20251113

Available from: 2025-11-13 Created: 2025-11-13 Last updated: 2025-11-13Bibliographically approved
Ye, K., Han, Y., Wu, F., Cheng, X., Duan, Z., Zhang, G., . . . Ahlquist, M. S. G. (2025). How Cation Size Modulates the Anion Effect in CO2 Electroreduction: Insights from Multiscale Modeling of Electrochemical Interfaces. ACS Catalysis, 15(21), 17672-17677
Open this publication in new window or tab >>How Cation Size Modulates the Anion Effect in CO2 Electroreduction: Insights from Multiscale Modeling of Electrochemical Interfaces
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2025 (English)In: ACS Catalysis, E-ISSN 2155-5435, Vol. 15, no 21, p. 17672-17677Article in journal (Refereed) Published
Abstract [en]

The interplay of cations and anions within the electric double layer (EDL) under an applied potential is crucial for the activity and selectivity of CO2 electroreduction (eCO(2)RR). Yet, first-principles level modeling of the EDL's complex structure on large spatiotemporal scales remains challenge. Here, we combine grand canonical ensemble density functional theory with classical molecular dynamics to investigate ion effects under constant potential. Our simulation revealed a critical yet subtle link between cation and anion effects, uncovering an unexpected mechanism for the known size-dependent cation effects. We found that cation modulation of near-surface anion distribution, rather than direct intermediate stabilization of a *COO- intermediate, is the dominant factor. Larger cations, such as Cs+, more effectively shield anions from the cathode and thereby reduce their inhibition of CO2 adsorption. Our operando-mimicking simulations not only reveal the multiple roles of alkali metal cations in eCO(2)RR through their hydration dynamics and anion shielding effects but also provide insight into their size dependence, guiding the precise modulation of EDL for enhanced eCO(2)RR performance.

Place, publisher, year, edition, pages
American Chemical Society (ACS), 2025
Keywords
Electric CO2 Reduction Reaction, Cation Effect, Anion Effect, Single-Atom Catalysts, MultiscaleModeling
National Category
Physical Chemistry
Identifiers
urn:nbn:se:kth:diva-374787 (URN)10.1021/acscatal.5c04787 (DOI)001592213800001 ()2-s2.0-105018297907 (Scopus ID)
Note

QC 20260119

Available from: 2026-01-13 Created: 2026-01-13 Last updated: 2026-01-19Bibliographically approved
Wu, F., Ye, K. & Jiang, J. (2025). Identifying Adsorption States of OER Intermediates on Single-Atom Catalysts via a Spectral Machine Learning Framework. The Journal of Physical Chemistry Letters, 16(31), 7780-7788
Open this publication in new window or tab >>Identifying Adsorption States of OER Intermediates on Single-Atom Catalysts via a Spectral Machine Learning Framework
2025 (English)In: The Journal of Physical Chemistry Letters, E-ISSN 1948-7185, Vol. 16, no 31, p. 7780-7788Article in journal (Refereed) Published
Abstract [en]

Identifying the adsorption states of intermediates in the oxygen evolution reaction (OER) is crucial for revealing the potential-determining step and further optimizing catalytic systems. Infrared (IR) spectroscopy serves as an effective tool for probing oxygen-containing intermediates on electrode surfaces. However, extracting spectral characteristics and establishing a quantitative correlation between these features and the adsorption states of intermediates remains a significant challenge. In this letter, we present a machine learning framework tailored for single-atom catalysts to learn from the infrared spectra of OER intermediates and construct a “spectrum-property” relationship. This enables accurate prediction of the adsorption states, namely adsorption free energy and charge of key intermediates (*OH, *O, and *OOH). Notably, the pretrained model demonstrates efficient transferability across commonly reported single-atom OER systems and provides interpretable attention maps of infrared signals based on vibrational mode analysis. By quantitatively linking spectral features to the adsorption states of oxygen-containing intermediates via machine learning, our framework is expected to provide valuable insights for guiding the optimization of single-atom OER catalysts.

Place, publisher, year, edition, pages
American Chemical Society (ACS), 2025
National Category
Physical Chemistry Materials Chemistry
Identifiers
urn:nbn:se:kth:diva-369940 (URN)10.1021/acs.jpclett.5c01212 (DOI)001535153100001 ()40705660 (PubMedID)2-s2.0-105013157755 (Scopus ID)
Note

QC 20250918

Available from: 2025-09-18 Created: 2025-09-18 Last updated: 2025-12-08Bibliographically approved
Putnaergle-Bache, C. M., Ye, K., Ahlquist, M. S. G., Crespo, G. A. & Cuartero, M. (2025). Novel carbon nanotube-based potentiometric sensor for ascorbic acid detection. Unveiling evidence on surface interactions. Sensors and actuators. B, Chemical, 445, Article ID 138548.
Open this publication in new window or tab >>Novel carbon nanotube-based potentiometric sensor for ascorbic acid detection. Unveiling evidence on surface interactions
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2025 (English)In: Sensors and actuators. B, Chemical, ISSN 0925-4005, E-ISSN 1873-3077, Vol. 445, article id 138548Article in journal (Refereed) Published
Abstract [en]

Ascorbic Acid (AA) has been the center of controversial dialogues and studies when it comes to cancer research, though recently it has gained interest as an anti-tumor agent. Here, we present an electroanalytical concept to determine AA based on a new fundamental finding: the reversible interaction of AA with carbon nanotubes (CNTs) under zero-current measurements (potentiometry). This interaction is systemically studied under several experimental conditions, aiming to provide specificity with the combination of a thin film of CNTs with a nanometer-sized plasticized polymeric membrane (ca. 300 nm in thickness). The resulting sensor shows a consistent sensitivity to AA of –33.53 ± 2.57 mV/decade (n = 17), presenting a linear range of response that includes from normal physiological to pharmacological AA concentrations (10–200 μM and 0.2–1 mM, respectively). Importantly, interferences such as uric acid (UA), sodium ion and lactate have a limited influence on the potentiometric response, in contrast to previously published sensors. In addition to the experimental evidence, computational simulations on the interactions of AA and UA with a graphene-based model were performed to provide insights in describing the very distinct experimental responses that were observed. Thus, the formulated hypothesis is supported by both experimental data and simulations, which has not been reported before, to the best of our knowledge. Furthermore, we demonstrate the suitability of the developed sensor for real sample analysis (undiluted human serum, saliva and urine). The significance of the developed sensor is three-fold: 1) analytical performance addressing several applications, 2) enhanced selectivity, specially towards UA, 3) simplicity of the concept in terms of materials and preparation that makes it compatible with micro- and nano-electrodes for further analytical applications never explored until now (e.g., intracellular measurements, nanoelectrochemistry, etc.)

Place, publisher, year, edition, pages
Elsevier BV, 2025
Keywords
Ascorbic acid, Cancer, Carbon nanotubes, Ion selective electrode, Potentiometry
National Category
Physical Chemistry
Identifiers
urn:nbn:se:kth:diva-369852 (URN)10.1016/j.snb.2025.138548 (DOI)001567853900001 ()2-s2.0-105013837474 (Scopus ID)
Note

QC 20250917

Available from: 2025-09-17 Created: 2025-09-17 Last updated: 2025-12-08Bibliographically approved
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