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CO oxidation on noble-metal-free niobium‑nickel monoxide anion under NO/CO Co-adsorption NO/CO共吸附下无贵金属铌镍阴离子上的CO氧化
IF 3 3区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2025-12-29 DOI: 10.1016/j.comptc.2025.115651
Jumei Zhang , Ziheng Zhang , Menghan Zhao , Weiwei Chen , Jiao Wang , Jinghan Zou , Xiangtao Kong , Hua Xie , Hongjin Qiao
Carbon monoxide (CO) oxidation is pivotal for exhaust-gas purification. Ambient co-adsorbates nitrogen monoxide (NO) can significantly affect CO oxidation. Herein, a series of NbNiO(NO)(CO)n (n = 1–6) clusters were investigated by density functional theory. A bridging-O structure is most favorable for n = 1–3, then a terminal-O structure becomes favored for n = 4–5, and finally a CO2-tagged structure is most favorable for n = 6. NO preferentially adsorbs at niobium (Nb) site, promoting CO oxidation by mediating the NbO interactions. During the consecutive CO adsorption, NO acts as an electron donor, and the metal centers display complementary electron transfer behavior: Nb acts as an electron acceptor for n ≤ 3, then switches to an electron donor at n = 4–5, and finally acts as an electron acceptor at n = 6, whereas nickel (Ni) exhibits the opposite trend. These findings provide atomistic insights into CO oxidation over heteronuclear metal oxides under co-adsorption conditions.
一氧化碳(CO)氧化是废气净化的关键。环境共吸附一氧化氮(NO)对CO氧化有显著影响。本文利用密度泛函理论研究了一系列NbNiO(NO)(CO)n−(n = 1-6)簇。当n = 1-3时,桥接o型结构最有利,当n = 4-5时,末端o型结构最有利,当n = 6时,co2标记型结构最有利。NO优先吸附在铌(Nb)位点,通过介导NbO相互作用促进CO氧化。在连续CO吸附过程中,NO作为电子给体,金属中心表现出互补电子转移行为:Nb在n≤3时为电子受体,在n = 4-5时转变为电子给体,在n = 6时最终成为电子受体,而镍(Ni)则表现出相反的趋势。这些发现提供了CO在共吸附条件下在异核金属氧化物上氧化的原子性见解。
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引用次数: 0
Antiferromagnetic B₄C₄ superatomic monolayer acting as high-capacity calcium-ion battery anode 反铁磁B₄C₄超原子单层用作高容量钙离子电池负极
IF 3 3区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2025-12-29 DOI: 10.1016/j.comptc.2025.115647
Huan Yuan , Kaidong Shen , Chang Xu , Qiquan Luo
Calcium-ion batteries (CIBs) represent a promising next-generation energy storage technology due to earth-abundant of calcium element and high theoretical energy density. However, the application of CIBs is still hindered by the lack of high-performance anode materials, particularly those suffering from limited storage capacity and sluggish diffusion kinetics induced by large ionic radius of Ca ion. To address this challenge, this paper proposes a porous superatom-assembled B₄C₄ monolayer from first principles calculation, as a promising anode candidate for CIBs. Electronic analysis confirms the 14e superatomic shell of B₄C2 building block, which linked by two edge carbon atoms with unpaired electrons resulting in an antiferromagnetic ground state. This electronic configuration significantly enhances the material's affinity for Ca, due to the formation of multi-center bonding between Ca and single-occupied C atoms. Remarkably, the B₄C₄ anode delivers an ultrahigh theoretical capacity of 3495.80 mAh g−1, with a low Ca ion diffusion barrier of 0.59 eV, facilitating rapid charge/discharge rates. The average open-circuit voltage is decrease gradually from 0.94 V to 0.20 V with increasing Ca concentration. This work not only predicts a promising anode candidate for CIBs, but also establishes antiferromagnetic materials with unpair electron as a new paradigm for advanced battery design.
钙离子电池具有丰富的钙元素和较高的理论能量密度,是一种很有前途的下一代储能技术。然而,高性能阳极材料的缺乏仍然阻碍了cib的应用,特别是由于Ca离子的大离子半径导致的存储容量有限和扩散动力学缓慢。为了解决这一挑战,本文从第一性原理计算中提出了一种多孔超原子组装的B₄C₄单层,作为cib的有希望的阳极候选材料。电子分析证实了B₄C2构建块的14e超原子壳层,它由两个边缘碳原子与不成对电子连接,导致反铁磁基态。由于Ca和单占据的C原子之间形成了多中心键,这种电子构型显著增强了材料对Ca的亲和力。值得注意的是,B₄C₄阳极提供了3495.80 mAh g−1的超高理论容量,具有0.59 eV的低Ca离子扩散势垒,有利于快速充放电。随着Ca浓度的增加,平均开路电压从0.94 V逐渐降低到0.20 V。这项工作不仅预测了一种有希望的cib阳极候选材料,而且为先进电池设计建立了一种具有解对电子的反铁磁性材料。
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引用次数: 0
First-principles investigation of phosphorus-rich Zintl phases X₄P₆ (X = K, Rb, Cs) for efficient visible-light-driven photocatalytic energy conversion 富磷Zintl相X₄P₆(X = K, Rb, Cs)高效可见光催化能量转换的第一性原理研究
IF 3 3区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2025-12-29 DOI: 10.1016/j.comptc.2025.115653
S. Bendouda, M. Batouche, M.E.A. El Goutni, T. Seddik, Baltach Hadj
This comprehensive study employs density functional theory (DFT) calculations within the WIEN2k framework to systematically explore the structural, electronic, optical, and photocatalytic properties of phosphorus-rich Zintl-phase compounds X₄P₆, where X represents the alkali metals K, Rb, or Cs. Electronic structure calculations using the HSE hybrid functional reveal indirect bandgaps ranging from 1.23 eV (K₄P₆) to 1.40 eV (Cs₄P₆), optimally positioned for visible-light absorption, with enhanced charge-carrier dynamics driven by orbital hybridization. Optical characterizations demonstrate strong absorption coefficients exceeding 20 × 104 cm−1 across the visible spectrum, with K₄P₆ exhibiting superior light-harvesting efficiency. Band-edge alignment calculations confirm thermodynamic suitability for spontaneous water splitting, with conduction-band minima at −0.11 to −0.20 eV and valence-band maxima at +1.12 to +1.20 eV versus the normal hydrogen electrode (NHE), with Cs₄P₆ offering optimal overpotentials. This extended analysis, enriched with in-depth physical insights into lattice dynamics, charge transport, and optical interactions, establishes X₄P₆ compounds as highly promising candidates for sustainable solar-to‑hydrogen energy conversion, with potential for further optimization through compositional engineering.
这项综合研究采用WIEN2k框架内的密度泛函理论(DFT)计算,系统地探索了富磷锌相化合物X₄P₆的结构、电子、光学和光催化性能,其中X代表碱金属K、Rb或Cs。利用HSE杂化泛函进行的电子结构计算显示,间接带隙范围从1.23 eV (K₄P₆)到1.40 eV (Cs₄P₆),最适合可见光吸收,轨道杂化驱动的电荷载流子动力学增强。光学表征表明,在可见光谱上,K₄P₆的吸收系数超过20 × 104 cm−1,具有优异的光捕获效率。带边校准计算证实了自发水分解的热力学适用性,与普通氢电极(NHE)相比,导带最小值为- 0.11至- 0.20 eV,价带最大值为+1.12至+1.20 eV, Cs₄P₆提供最佳过电位。这一扩展分析,丰富了对晶格动力学、电荷输运和光相互作用的深入物理见解,确立了X₄P₆化合物作为可持续太阳能到氢能源转换的极有前途的候选者,并有可能通过成分工程进一步优化。
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引用次数: 0
Computational study of phosphorus-bearing molecule adsorption on amorphous silica: energetics and infrared signatures with relevance for interstellar and terrestrial chemistry 含磷分子在无定形二氧化硅上吸附的计算研究:与星际和地球化学相关的能量学和红外特征
IF 3 3区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2025-12-29 DOI: 10.1016/j.comptc.2025.115652
Mireille Amandjigbeto , Etienne P. Hessou , Gaston Kpotin , Yacolé G.S. Atohoun , Ionut Tranca , Vicente Timon , Frederik Tielens
The adsorption behaviour of five phosphorus-bearing molecules (PO, PO2, POH, HPO and PH3) on amorphous silica, as a representative model not only for interstellar silicate dust grains but also for terrestrial silicate surfaces that play a role in prebiotic and geochemical processes, has been investigated to elucidate their sorption and spectroscopic characteristics. The dispersion-corrected density functional theory (DFT-D3) within the VASP framework was employed. The calculated adsorption energies are all negative, indicating that the adsorption processes are exothermic and thermodynamically favorable. Intermolecular distances and Bader charges confirm chemisorption as the dominant interaction mode, consistent with the observed energetics. Infrared (IR) spectra further demonstrate the formation of chemical bonds between the adsorbed species and the silica surface. While the spectra of PO and PO₂ exhibit similarities and overlapping vibrational features, the PO₂ spectrum can be uniquely identified by an asymmetric stretching vibration at 1253 cm−1. The POH spectrum is distinguished by a peak at 2301 cm−1, arising from the interaction of phosphorus with a silanol hydrogen. The HPO spectrum features a characteristic peak at 2075 cm−1, corresponding to the H–PO stretching vibration. Finally, PH3 exhibits peaks at 2313 cm−1, assigned to the PH stretching vibration.
5种含磷分子(PO、PO2、POH、HPO和PH3)在非晶二氧化硅上的吸附行为,不仅是星际硅酸盐尘埃颗粒的代表模型,也是在益生元和地球化学过程中起作用的陆地硅酸盐表面的代表模型,研究了它们的吸附和光谱特征。采用VASP框架内的色散校正密度泛函理论(DFT-D3)。计算出的吸附能均为负,表明吸附过程是放热和热力学有利的。分子间距离和贝德电荷证实了化学吸附是主要的相互作用模式,这与观察到的能量学一致。红外光谱进一步证明了吸附物质与二氧化硅表面之间形成了化学键。虽然PO和PO₂的光谱具有相似性和重叠的振动特征,但PO₂光谱可以通过1253 cm−1的不对称拉伸振动来唯一识别。POH光谱在2301 cm−1处有一个峰,是由磷与硅醇氢相互作用产生的。HPO光谱在2075 cm−1处有一个特征峰,对应于H-PO的拉伸振动。PH3在2313 cm−1处出现峰值,属于PH拉伸振动。
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引用次数: 0
Unveiling the mechanism of enhanced SO₃ sensing on P-doped T-graphene: The critical roles of donor-acceptor interactions and dopant hybridization 揭示p掺杂t -石墨烯上增强SO₃传感的机理:供体-受体相互作用和掺杂杂化的关键作用
IF 3 3区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2025-12-27 DOI: 10.1016/j.comptc.2025.115649
Qamar Abuhassan , G. PadmaPriya , Subhashree Ray , Amrita Pal , Vimal Arora , Ahmed Aldulaimi , Omayma Salim Waleed , Rafid Jihad Albadr , Aseel Smerat , Akmal Abilkasimov , Kamoliddin Ziyaev
Atomistic insights into the impact of elemental doping are crucial for the rational design of high-performance gas sensors based on two-dimensional carbon materials. In this work, we theoretically investigate the influence of nitrogen (N) and phosphorus (P) doping on the sensing properties of T-graphene toward sulfur trioxide (SO₃) using density functional theory at the M062X/6-31 g(d,p) level. Doping significantly alters the monolayer's structural, electronic, and vibrational properties, inducing charge separation. This is evidenced by an increase in the dipole moment from zero in pristine T-graphene to 2.19 Debye and 2.16 Debye for the N- and P-doped systems, respectively. For SO₃ adsorption, interaction with pristine T-graphene is weak physisorption, characterized by a low adsorption energy of −8.82 kcal/mol and negligible charge transfer. Doping substantially enhances reactivity: adsorption energies increase to −10.23 kcal/mol and − 18.49 kcal/mol for the N- and P-doped systems, respectively. This enhancement correlates with a significant change in the energy gap of 9.40 % for N-doping and 27.11 % for P-doping, indicating high sensitivity. Natural Bond Orbital (NBO) analysis further confirms that both doped systems act as charge donors, with calculated charge transfers of 0.13 e and 0.49 e for N- and P-doped T-graphene, respectively.”
元素掺杂对原子的影响对于基于二维碳材料的高性能气体传感器的合理设计至关重要。在这项工作中,我们利用密度泛函理论在M062X/6-31 g(d, P)水平上从理论上研究了氮(N)和磷(P)掺杂对t -石墨烯对三氧化硫(SO₃)的传感性能的影响。掺杂显著改变了单层膜的结构、电子和振动特性,诱导电荷分离。这可以从原始t -石墨烯的偶极矩从零增加到N掺杂和p掺杂系统的2.19 Debye和2.16 Debye中得到证明。对于SO₃吸附,与原始t -石墨烯的相互作用是弱物理吸附,吸附能较低,为- 8.82 kcal/mol,电荷转移可以忽略不计。掺杂大大提高了反应性:N掺杂和p掺杂体系的吸附能分别增加到- 10.23 kcal/mol和- 18.49 kcal/mol。这种增强与n掺杂和p掺杂的能隙显著变化(分别为9.40%和27.11%)相关,表明了高灵敏度。自然键轨道(NBO)分析进一步证实,两种掺杂体系都是电荷供体,N掺杂和p掺杂的t -石墨烯的电荷转移分别为0.13 e和0.49 e。”
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引用次数: 0
Revealing the crucial role of dissociated product NO2 in RDX catalyzed by metal oxides: A combined DFT and experimental study 揭示解离产物NO2在金属氧化物催化RDX中的关键作用:DFT和实验相结合的研究
IF 3 3区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2025-12-26 DOI: 10.1016/j.comptc.2025.115645
Xiurong Yang , Jia Dang , Chi Zhang , Bo Liu , Haixia Ma
Metal oxides are widely used as combustion catalysts in propellants to promote the decomposition of energetic materials (EMs). To elucidate the underlying catalytic mechanism and facilitate the screening of effective catalysts, we employed density functional theory (DFT) to study the interactions of hexahydro-1,3,5-trinitro-1,3,5-triazine (RDX) and its key decomposition product NO2 with various metal oxides. The adsorption behavior was correlated with the thermal decomposition performance of RDX/metal oxide mixtures. While only slight bond stretching in RDX was observed upon adsorption, strong adsorption of NO2 was found to correlate with enhanced decomposition rates and lower activation energy for RDX. This trend was further validated in RDX/composite metal oxides systems. Our findings suggest that NO2 adsorption energy can serve as an efficient and practical factor for predicting the catalytic activity of metal oxides toward RDX decomposition.
金属氧化物被广泛用作推进剂的燃烧催化剂,以促进含能物质的分解。为了阐明催化机理,筛选有效催化剂,我们采用密度泛函理论(DFT)研究了六氢-1,3,5-三硝基-1,3,5-三嗪(RDX)及其关键分解产物NO2与多种金属氧化物的相互作用。吸附行为与RDX/金属氧化物混合物的热分解性能有关。吸附时,RDX的键只发生轻微的拉伸,而NO2的强吸附与RDX的分解速率提高和活化能降低有关。这一趋势在RDX/复合金属氧化物体系中得到了进一步验证。研究结果表明,NO2吸附能可作为预测金属氧化物对RDX分解的催化活性的有效且实用的因子。
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引用次数: 0
Interactions between carbon nanotubes and pulmonary surfactant proteins: the role of interfacial water molecules 碳纳米管与肺表面活性剂蛋白之间的相互作用:界面水分子的作用
IF 3 3区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2025-12-26 DOI: 10.1016/j.comptc.2025.115646
Bhushan Dharmadhikari , Peiqiao Wu , Prabir Patra
Understanding the molecular interactions between proteins and carbon nanotubes (CNTs) is critical for optimizing the function and stability of protein-CNT interfaces. In this work, we use all-atom molecular dynamics simulations to examine how SP-B and SP-C adsorb onto an armchair (6,6) single-walled carbon nanotube (SWCNT) and how interfacial water influences this process. The two proteins follow distinct adsorption pathways: SP-B reaches stable contact with the nanotube within ∼2.5 ns, whereas SP-C requires ∼15 ns. Residue-level analysis shows that SP-B engages the surface through localized interactions, including π–π stacking involving its N-terminal phenylalanine (PHE-SWCNT), whereas SP-C forms more extended hydrophobic contacts along its longer α-helix, including CH–π interactions involving aliphatic and proline side chains with the SWCNT surface. The hydration environment also differs significantly. SP-B maintains a relatively stable hydration shell and forms more frequent protein-water hydrogen bonds, whereas SP-C exhibits intermittent “dry” interfacial states as it spreads over the nanotube. These dehydration events correlate with a secondary stabilization in its van der Waals interaction energy later in the trajectory. Taken together, the results show that the intrinsic structural features of SP-B and SP-C give rise to different adsorption dynamics and interfacial hydration responses. These findings help clarify how the molecular environment governs protein behavior at the nanoscale, informing the development of more effective protein-CNT biosensors.
了解蛋白质与碳纳米管(CNTs)之间的分子相互作用对于优化蛋白质-碳纳米管界面的功能和稳定性至关重要。在这项工作中,我们使用全原子分子动力学模拟来研究SP-B和SP-C如何吸附到扶手椅(6,6)单壁碳纳米管(SWCNT)上,以及界面水如何影响这一过程。这两种蛋白质遵循不同的吸附途径:SP-B在~ 2.5 ns内与纳米管稳定接触,而SP-C则需要~ 15 ns。残基水平分析表明,SP-B通过局部相互作用与SWCNT表面接触,包括涉及其n端苯丙氨酸(PHE-SWCNT)的π -π堆积,而SP-C沿着其较长的α-螺旋形成更多的疏水接触,包括涉及脂肪和脯氨酸侧链的CH -π与SWCNT表面的相互作用。水化环境也有很大的不同。SP-B保持相对稳定的水合外壳,形成更频繁的蛋白质-水氢键,而SP-C在纳米管上扩散时表现出间歇性的“干”界面状态。这些脱水事件与轨道后期范德华相互作用能的二次稳定有关。综上所述,SP-B和SP-C的固有结构特征导致了不同的吸附动力学和界面水化反应。这些发现有助于阐明分子环境如何在纳米尺度上控制蛋白质行为,为开发更有效的蛋白质碳纳米管生物传感器提供信息。
{"title":"Interactions between carbon nanotubes and pulmonary surfactant proteins: the role of interfacial water molecules","authors":"Bhushan Dharmadhikari ,&nbsp;Peiqiao Wu ,&nbsp;Prabir Patra","doi":"10.1016/j.comptc.2025.115646","DOIUrl":"10.1016/j.comptc.2025.115646","url":null,"abstract":"<div><div>Understanding the molecular interactions between proteins and carbon nanotubes (CNTs) is critical for optimizing the function and stability of protein-CNT interfaces. In this work, we use all-atom molecular dynamics simulations to examine how SP-B and SP-C adsorb onto an armchair (6,6) single-walled carbon nanotube (SWCNT) and how interfacial water influences this process. The two proteins follow distinct adsorption pathways: SP-B reaches stable contact with the nanotube within ∼2.5 ns, whereas SP-C requires ∼15 ns. Residue-level analysis shows that SP-B engages the surface through localized interactions, including π–π stacking involving its N-terminal phenylalanine (PHE-SWCNT), whereas SP-C forms more extended hydrophobic contacts along its longer α-helix, including CH–π interactions involving aliphatic and proline side chains with the SWCNT surface. The hydration environment also differs significantly. SP-B maintains a relatively stable hydration shell and forms more frequent protein-water hydrogen bonds, whereas SP-C exhibits intermittent “dry” interfacial states as it spreads over the nanotube. These dehydration events correlate with a secondary stabilization in its van der Waals interaction energy later in the trajectory. Taken together, the results show that the intrinsic structural features of SP-B and SP-C give rise to different adsorption dynamics and interfacial hydration responses. These findings help clarify how the molecular environment governs protein behavior at the nanoscale, informing the development of more effective protein-CNT biosensors.</div></div>","PeriodicalId":284,"journal":{"name":"Computational and Theoretical Chemistry","volume":"1256 ","pages":"Article 115646"},"PeriodicalIF":3.0,"publicationDate":"2025-12-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145880314","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Noble-metal intercalation effects on the electronic and optical properties of B-Nb₂O₅ 贵金属嵌入对B-Nb₂O₅电子和光学性能的影响
IF 3 3区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2025-12-24 DOI: 10.1016/j.comptc.2025.115644
Tamer S. EL-Shazly , Morad M. El-Hendawy
First-principles calculations using the revised Perdew–Burke–Ernzerhof (PBEsol) functional were performed to investigate the effects of noble-metal intercalation (Pt, Au, and Ag) on the electronic and optical properties of B-Nb₂O₅. Band structure analysis reveals that pristine B-Nb₂O₅ is an indirect bandgap semiconductor with a gap of 2.66 eV. Remarkably, intercalation substantially narrows the bandgap, yielding direct bandgap materials — B-Nb₂O₅:Au (0.94 eV) and B-Nb₂O₅: Ag (0.28 eV) — and an indirect bandgap material, B-Nb₂O₅:Pt (1.89 eV). This bandgap reduction primarily arises from a downward shift in the conduction band. Estimated charge carrier concentrations, derived using a Boltzmann-like distribution, indicate promising values for solar energy conversion. Furthermore, the absorption spectra exhibit a pronounced redshift across the 300–1000 nm range upon intercalation. Analysis of the dielectric function and refractive index further reveals enhanced electronic contributions to the dielectric constant and notable cladding characteristics. These findings suggest that noble-metal-intercalated B-Nb₂O₅ systems are promising candidates for solar energy conversion and optical device applications.
使用修订的Perdew-Burke-Ernzerhof (PBEsol)泛函进行第一性原理计算,以研究贵金属插入(Pt, Au和Ag)对B-Nb₂O₅的电子和光学性质的影响。带结构分析表明,原始B-Nb₂O₅是一种间接带隙半导体,隙为2.66 eV。值得注意的是,插层大大缩小了带隙,产生了直接带隙材料- B-Nb₂O₅:Au (0.94 eV)和B-Nb₂O₅:Ag (0.28 eV) -以及间接带隙材料B-Nb₂O₅:Pt (1.89 eV)。这种带隙减小主要是由传导带的向下移动引起的。利用类似玻尔兹曼分布得出的电荷载流子浓度估计表明,太阳能转换具有很好的价值。此外,在插层后,吸收光谱在300-1000 nm范围内表现出明显的红移。对介电函数和折射率的分析进一步揭示了电子对介电常数的增强贡献和显著的包层特性。这些发现表明,贵金属嵌入的B-Nb₂O₅系统是太阳能转换和光学器件应用的有希望的候选者。
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引用次数: 0
Highly sensitive detection of dissolved transformer gases on Pd modified g-C3N4:A first-principles study Pd改性g-C3N4上溶解变压器气体的高灵敏度检测:第一性原理研究
IF 3 3区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2025-12-21 DOI: 10.1016/j.comptc.2025.115642
Ying Duan , Jide Zhang , Shuai Yuan , YunPeng Ge , ZengMing Qin , ShuaiWei Wang
The adsorption of three typical dissolved gases (CO, C2H2, and C2H4) from oil-immersed transformers on Pd-modified g-C3N4 was studied by DFT. A strong interaction is observed between the Pd atom and the C3N4, indicated by a binding energy of −4.936 eV. To understand the adsorption characteristics of the Pd-C3N4, we fully analyzed its adsorption configurations, charge density difference, and electronic properties. This analysis results that chemisorption occurs in three systems. The sensing response was analyzed to evaluate the resistive sensing potential of the Pd-C3N4 for CO, C2H2, and C2H4. The results indicate a high sensitivity for these gases. WF analysis reveals the potential of the Pd-C3N4 for WF-based C2H4 sensing. The results indicate that the Pd-C3N4 holds significant promise for dissolved gas sensing. This suggests it could be further explored as a typical sensing device to monitor the operational status of oil-immersed transformers, providing a valuable tool for condition assessment.
采用DFT法研究了pd改性g-C3N4对油浸变压器中3种典型溶解气体(CO、C2H2和C2H4)的吸附性能。Pd原子与C3N4之间存在强相互作用,结合能为- 4.936 eV。为了了解Pd-C3N4的吸附特性,我们对其吸附构型、电荷密度差和电子性质进行了全面分析。分析结果表明,化学吸附发生在三种体系中。通过对传感响应的分析,评价了Pd-C3N4对CO、C2H2和C2H4的电阻传感电位。结果表明对这些气体有很高的灵敏度。WF分析揭示了Pd-C3N4在基于WF的C2H4传感方面的潜力。结果表明,Pd-C3N4在溶解气体传感方面具有重要的前景。这表明它可以作为一种典型的监测油浸变压器运行状态的传感装置,为状态评估提供有价值的工具。
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引用次数: 0
Computational investigation of curcumin–polymer interactions: a DFT–ML integrated framework for electronic structure and biodegradation analysis of PGA and PLA complexes 姜黄素-聚合物相互作用的计算研究:用于PGA和PLA配合物电子结构和生物降解分析的DFT-ML集成框架
IF 3 3区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2025-12-20 DOI: 10.1016/j.comptc.2025.115641
Mohammad Rizehbandi , Hadise Nobakht , Neda Jannesar , Negar Yousefi
Biodegradable polymers such as poly(glycolic acid) (PGA) and poly(lactic acid) (PLA) are widely used in biomedical applications due to their biocompatibility and tunable degradation behavior. Here, a combined Density Functional Theory (DFT) and Machine Learning (ML) framework is employed to investigate the structural and electronic properties of Curcumin–polymer complexes. Geometries were optimized at the B3LYP/6-311++G(d,p) level, and frontier-orbital descriptors were refined using ωB97X-D single-point calculations. ESP mapping shows that Curcumin–PGA exhibits a broader potential range than Curcumin–PLA, indicating stronger electrostatic polarization. FMO analysis reveals a pronounced contrast in electronic response: Curcumin–PGA displays a significantly reduced HOMO–LUMO gap (2.52 eV), whereas Curcumin–PLA retains a much larger gap (6.86 eV). AIM analysis confirms medium-strength hydrogen bonding. ML modeling, used qualitatively due to the small dataset, identifies ΔEgap and ESP range as dominant descriptors of degradation behavior. This integrated DFT–ML approach clarifies Curcumin–polymer interactions and supports rational design of biodegradable drug-delivery systems.
生物可降解聚合物,如聚乙醇酸(PGA)和聚乳酸(PLA)由于其生物相容性和可调节的降解行为而广泛应用于生物医学领域。本文采用密度泛函理论(DFT)和机器学习(ML)相结合的框架研究了姜黄素-聚合物配合物的结构和电子性质。几何结构在B3LYP/6-311++G(d,p)水平上进行优化,边界轨道描述符使用ωB97X-D单点计算进行细化。ESP图谱显示,姜黄素- pga比姜黄素- pla具有更宽的电位范围,表明其静电极化更强。FMO分析揭示了电子响应的明显差异:姜黄素- pga显示出显着降低的HOMO-LUMO间隙(2.52 eV),而姜黄素- pla保持更大的间隙(6.86 eV)。AIM分析证实为中等强度氢键。由于数据集小,ML建模定性地使用,将ΔEgap和ESP范围识别为退化行为的主要描述符。这种集成的DFT-ML方法阐明了姜黄素-聚合物的相互作用,并支持合理设计可生物降解的给药系统。
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引用次数: 0
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