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Highly Sensitive Gas Sensors Based on Silicene Nanoribbons

Inspired by the recent successes in the development of two-dimensional based gas sensors capable of single gas molecule detection, we investigate the adsorption of gas molecules such as N2, NO, NO2, NH3, CO, CO2, CH4, SO2, and H2S on silicene nanoribbons using density functional theory and nonequilibrium Green's function methods. The most stable adsorption configurations, adsorption sites, adsorption energies, charge transfer, quantum conductance modulation, and electronic band structures of all studied gas molecules on SiNRs are studied. Our results indicate that NO, NO2, and SO2 are chemisorbed on SiNRs via strong covalent bonds, suggesting its potential application for disposable gas sensors. In addition, CO and NH3 are chemisorbed on SiNRs with moderate adsorption energy, alluding to its suitability as a highly sensitive gas sensor. The quantum conductance is detectably modulated by chemisorption of gas molecules which can be attributed to the charge transfer from the gas molecule to the SiNR. Other studied gases are physisorbed on SiNRs via van der Waals interactions. It is also found that the adsorption energies are enhanced by doping SiNRs with either B or N atom. Our results suggest that SiNRs show promise in gas molecule sensing applications.


I Introduction
Although the global development of the chemical activities in the last century is a consequence of the human demands, it also affects human health and life quality from the associated environmental release of poisonous substances in the forms of solid, liquid and vapour. Therefore, gas detection is vital for managing chemical processes to prevent health hazards such as air pollution, device contamination, and for medical diagnosis. Today, developing novel gas sensing materials with high sensitivity, even down to the single molecule level, high selectivity, high stability, quick response and recovery, and low power consumption is of considerable importance. Graphene, the first discovered two-dimensional (2D) material, 1,2 renders outstanding properties such as high surface-volume ratio, low electronic temperature noise, remarkably high carrier mobility, high chemical and thermal stability, and fast response time, which make it promising in the development of ultrasensitive sensors with high packing density, higher sensitivity, better selectivity, faster recoverability, and less power consumption. [3][4][5] The potential application of graphene for gas sensors has been widely studied both experimentally 6,7 and theoretically. [8][9][10] However, the physisorption of common gas molecules such as CO 2 , CO, CH 4 , H 2 O, H 2 , N 2 , NO 2 , and NO on pristine graphene 8 restrict its potential for single molecule detection. 11,12 It is found that sensing ability of graphene can be enhanced by introducing dopants or defects. 9,10,13 Inspired by the alluring properties of graphene, silicene, the analogue of graphene for silicon and having a buckled honeycomb structure, [14][15][16] has garnered considerable interest because of its remarkable properties including ferromagnetism, 17 half-metallicity, 18 quantum Hall effect, 19 giant magnetoresistance, 20 and superconductivity. 21 Takeda and Shiraishi 14 reported silicene for the first time in 1994 and Guzmán-Verri and Voon 15 coined its name in 2007. Although free-standing silicene is not stable, it was experimentally fabricated on Ag, [21][22][23][24] Ir, 25 ZrB 2 , 26 and ZrC. 27 Using firstprinciples calculations, various substrates such as h-BN, 28 SiC, 29 GaS, 30 graphene 31 and ZnS 32 which have weak van der Waals (vdW) interactions with silicene have been also studied to improve its stability. The extraordinary properties of silicene along with its compatibility with silicon based nanoelectronics may give the edge to silicene rather than graphene. Numerous potential applications of silicene in spintronics, 33 field-effect transistors (FETs), 34,35 and sensing devices 36,37 have been proposed. Unlike a flat graphene sheet, the silicene honeycomb structure is buckled 15,16 due to the tendency of silicon atoms to adopt sp 3 and sp 2 hybridization rather than only sp 2 hybridization. 22 This buckled structure makes it possible for the band gap of silicene to be tuned more intensively with an external electric field 38 and with binding adsorbates 39 as compare to graphene. 40 Furthermore, silicene shows a considerably higher chemical reactivity for atoms [41][42][43][44][45][46] and molecules 47-51 adsorption than graphene due its buckled formation with a great deal of potential applications for silicene based nanoelectronic devices, 52 Li-ion storage batteries, hydrogen storage, 45 thin film solar cell absorbers, 46 hydrogen separation membranes, 47 and molecule sensors. [49][50][51] Similar to graphene, silicene is a zero band gap semimetal. 15 It is expected that the effects of gas molecule adsorption on the electronic properties of a material without a band gap is much less than that of a semiconductor with an intrinsic band gap. A number of methods have been proposed to induce a band gap in a silicene sheet including doping, 53 substrate effects, 54 chemically functionalization, 55,56 electric field, 33 nanomesh and nanoholes. [57][58][59] One of the possible methods to introduce a band gap in silicene is achieved by cutting the sheet into silicene nanoribbons (SiNRs). 16,34,60 SiNRs have been grown on Ag (100), Ag (110), Au (110) substrates. [61][62][63][64] Afuray et al. have synthesized an array of highly uniform parallel SiNRs with width of ~ 1.7 nm on Ag (110) substrate. 61 The intrinsic band gap and small dimension along with free reactive edges make nanoribbons more attractive than sheets for gas nanosensor applications. Several experimental and theoretical studies of graphene nanoribbons (GNRs) sensing properties have been already reported. [65][66][67][68] The CO, NO, NO 2 , and O 2 molecules are chemisorbed on armchair GNRs (AGNRs), while the adsorption of NH 3 and CO 2 on AGNRs is between weak chemisorption and strong physisorption. 67 It has been found that CO, CO 2 , NO, NO 2 , and O 2 molecules draw electrons from AGNRs, while NH 3 donates its electrons into AGNRs. Little attention has been focused on molecule adsorption on SiNRs. A recent theoretical work by Osborn and Farajian has proven that ASiNRs can be used for detection of CO molecule due to its weak chemisorption on ASiNRs. 69 They also found that H 2 O and O 2 are strongly chemisorbed on ASiNRs, while CO 2 and N 2 barely affect ASiNR's conductance.
It remains an open question as to what is the adsorption behavior of nitrogen-, sulfur-, and other carbon-based gas molecules, including NO, NO 2 , NH 3 , SO 2 , H 2 S, and CH 4 which are all of great practical interest for environmental, medical, and industrial applications, on SiNRs. In this paper, we employed first-principles methods based on density functional theory (DFT) to investigate the adsorption behavior of CO, CO 2 , CH 4 , N 2 , NO, NO 2 , NH 3 , SO 2 , and H 2 S molecules on SiNRs. Our results promulgate the promising future of SiNR in the development of ultrahigh sensitive sensor platforms.

II Computational Methods
All the calculations are carried out based on first-principles DFT combined with nonequilibrium Green's function (NEGF) implemented in Atomistix ToolKit (ATK) package. [70][71][72] The Generalized Gradient Approximation of Perdew-Burke-Ernzerhof (GGA-PBE) with a double-ζ polarized basis set is adopted to solve Kohn-Sham equations and to expand electronic density. The density mesh cut off is set to be 150 here C 6 and R 0 are the element-specific parameters and f(x) is a cut-off function which is defined as: Typically, d (damping parameter) is set to be 20. Besides vdW interactions, since our systems have two subsystems: the SiNR (A) and the gas molecule (B), so-called basis set superposition errors (BSSE) are expected due to the incompleteness of the Linear Combination of Atomic Orbitals (LCAO) basis set. In an isolated A system, only the basis orbitals in the A system are responsible to describe it. While, A and B are coupled, the basis orbitals in the system B will also be used to describe system A, resulting in a larger available basis set for system A. Consequently, there will be an artificial interaction which decreases the total energy. To eradicate BSSE, a counterpoise E E E = + + To avoid the mirroring interactions, a vacuum space of 25 Å is considered in x and y directions in which the structures are not periodic. The electronic temperature is kept constant at 300 °K . All the structures are completely relaxed, prior to the calculations, up until the force and stress are less than 0.01 eV/Å and 0.005 eV/ Å 3 , respectively. 1×1×21 k-points in the Brillouin zone are sampled for geometry optimization and 1×1×121 k-points for total energy, band structure, charge transfer, and electron transport calculations. To investigate the charge transfer and transport properties, the gas sensing system is divided onto three regions: two electrode regions (left and right) and a scattering region (the central region), as illustrated in Fig. 1. To match the effective potential of central region with bulk electrodes, the perturbation of the scattering region should be screened out. To this end, a sufficient fraction of the electrode regions should be repeated in the scattering region. To calculate the non-equilibrium electron distribution in the central region, the NEGF method is employed. The charge density of the system based on the occupied eigenstates can be defined as is the Fermi function, y is the wave function, e f is the Fermi energy, T is the electron temperature, and k is the Boltzmann constant. Conveniently, n(r) can be presented in term of density matrix (D ij ) The density matrix is divided into left and right contributions Where r L(R (e) ,the spectral density matrix, is Here G L(R) is the broadening function of the left (right) electrode which defined as The transmission amplitude t k , defines the fraction of a scattering state k propagating through a device. The transmission coefficient at energy e is obtained by summing up the transmission from all the states at this energy, † The transmission coefficient may also be obtained from the retarded Green's function using † where G 0 =2e 2 /h is the quantum conductance, in which e is the electron charge and h is Planck's constant.

III Results and Discussions
In this study, all the nanosensors are made of long and nonperiodic 7-ASiNRs. Their edges are passivated by H while their surfaces are kept pristine because the surfaces are less reactive than the edges. 76 It has been reported that 7-ASiNR is a paramagnetic semiconductor with a band gap of ~0.56 eV. 56,58 The semiconducting ASiNR is chosen because it is expected that the adsorption of gas molecules has a much smaller effect on the electronic properties of zigzag SiNRs (ZSiNRs) which are metallic. To evaluate chemical sensing of SiNR-based nanosensors, single gas molecules (N 2 , NO, NO 2 , NH 3 , CO, CO 2 , CH 4 , SO 2 , and H 2 S) are initially placed about 3Å from the ASiNRs surface. The adsorption behaviors of molecules on SiNR are investigated after full relaxation. The structural stability of the molecule's adsorption on SiNR is addressed using adsorption Energy (E ad ) which is -- We found that the gas molecules prefer to be adsorbed on the edge sites. Fig. 2 presents the most stable adsorption configurations of gas molecules on pristine ASiNRs. The calculated adsorption energies and binding distances between the gases and ASiNR are specified in Table 1. Our results show that CO is chemically adsorbed on SiNR with an adsorption energy of − 0.92 eV. In the most stable structure, the CO molecule prefers to be adsorbed in a vertical orientation when the C atom is connected to a Si-edge atom with a covalent bond at a hill position with a binding distance of 1.89 Å. The bond length of the adsorbed CO is 1.16 Å which is a little longer than that of an isolated CO molecule (1.14 Å). For CO 2 and CH 4 , the results indicate that they are weakly physisorbed on SiNR with a small adsorption energy of − 0.31 and − 0.18 eV, respec vely. Both molecules prefer to be placed at hollow site after relaxation. The N 2 molecule is energetically stable when it is horizontally situated at the center of a hexagonal silicon cell near the edge. The low adsorption energy of − 0.31 eV shows that N 2 is physically adsorbed on SiNRs. However, SiNR is highly reactive to other N-based gas molecules such as NH 3 , NO 2 , and NO, whose adsorption energies are -1.12, − 2.53, − 2.68 eV, respec vely. To sum up, the interaction of N 2 , CO 2 , CH 4 , and H 2 S gas molecules with a SiNR is mostly vdW type adsorbing via physisorption. A SiNR cannot be an appropriate sensor for detection of NO, NO 2 , and SO 2 gas molecules because of their strong chemisorption on silicene. However, SiNR can be considered as a disposable molecule sensor for detection of NO, NO 2 , and SO 2 . Furthermore, the strong covalent bonding of these molecules to SiNR makes it possible to tune the electronic properties of SiNR for nanoelectronics applications, as will be discussed later. Finally, the moderate adsorption energies of NH 3 and CO gas molecules make SiNR a promising material for sensitive gas sensors or gas filters because they can be easily desorbed from SiNR by heating. The calculated adsorption energies of all studied gas molecules on SiNR are distinctly larger than those of silicene sheet and GNR, [49][50][51]67 showing higher sensitivity of SiNR toward the gas molecules. It should also be noted that environmental gas molecules (N 2 , CO 2 , O 2 , and H 2 O) can change the NH 3 and CO sensing capability SiNR's. Unlike physisorption of N 2 and CO 2 gas molecules on SiNR, the water and oxygen molecules are strongly chemisorbed on SiNR. 69 Therefore, it is critical that water and oxygen molecules should be removed from the environment to preserve the proper sensing capability of SiNRs.
To investigate the effects of gas molecules on the conductance of SiNR, the quantum conductances of the pristine SiNR before and after adsorption are calculated, as shown in Fig. 3. Upon adsorption of N-based gas molecules, the band gap of pristine SiNR (0.56 eV) is decreased slightly for N 2 (0.52 eV) and NH 3 (0.48 eV) and is somewhat increased for NO 2 (0.68 eV) and NO (0.68 eV). The conductances of SiNR before and after adsorption of N 2 molecule are similar due to the physisorption of N 2 gas molecule on SiNR, showing insensitivity of SiNR sensor to N 2 gas molecule. However, the overall conductances of SiNRs are detectably dropped after NH 3 , NO 2 , and NO, confirming their chemisorption on SiNRs. The conductance reduction for a NO molecule is more vivid than other N-based gas molecules which are consistent with the calculated adsorption energies. For C-based gas molecules, the band gap of pristine SiNR is preserved for CO 2 (0.56 eV) and slightly decreased for CH 4 (0.52 eV) and CO (0.48 eV). The overall conductance of pristine SiNR is visibly reduced after CO adsorption, while barely changed after CO 2 adsorption, and almost unchanged after CH 4 adsorption which confirms the calculated adsorption energies for C-based gas molecules where the CO adsorption energy is more negative than others. Upon adsorption of S-based gas molecules, the band gap of pristine SiNR is unaltered for SO 2 (0.56 eV) and is diminished for H 2 S (0.48 eV) gas molecule. A reduction in the conductance of the SiNR from SO 2 and H 2 S adsorption is also observed, confirming the sensing capability of SiNR for SO 2 and H 2 S gas molecules.   Table 1 The calculated adsorption energy (Ead), binding distance which is the shortest atom to atom distance between molecule and device (D), and the charge transfer from ribbon to molecule (r) The electron charge transfer between gas molecules and SiNR is also investigated using Mulliken population analysis, as shown in Table 1. The positive value of charge indicates a charge transfer from SiNR to molecule. N 2 , NO, NO 2 , NH 3 , CO, CO 2 , and H 2 S are electron-donating gas molecules, while CH 4 and SO 2 have an electron-withdrawing capability. A large amount of charge transfer is observed for NO (− 0.892 e), NO 2 (− 0.851 e), NH 3 (− 0.535 e) and CO (− 0.406 e) due to their strong electron-donating characteristics. These large charge transfer molecules to SiNR are also correlated to the strong binding energies of the gas molecules chemisorption on SiNR.

P-SiNR
The origin of the chemisorption of NO, NO 2 , NH 3 , CO, and SO 2 and physisorption of N 2 , CO 2 , CH 4 , and H 2 S of gas molecules on SiNR can be revealed by studying their density of states (DOS). Fig. 4(a) presents the total DOS of pristine SiNR and the gas molecules. The frontier molecular orbitals, the highest occupied molecular orbital (HOMO) and the lowest unoccupied molecular orbital (LUMO), of NO, NO 2 , NH 3 , CO, and SO 2 are close to the Fermi level of SiNR. It shows that they have higher reactivity to SiNR as compared to N 2 , CO 2 , CH 4 , and H 2 S which are physisorbed on the SiNR. These results are consistent with earlier research on gas molecule adsorption on silicene sheet. [48][49][50][51] As previously mentioned, silicene is more reactive than graphene because of its tendency to adopt sp 2 + sp 3 hybridization over sp 2 hybridization. 22 The difference between chemical reactivities of silicene and graphene can be understood from Fig. 4(b). It shows that the corresponding electronic states of 7-ASiNR are closer than that of 7-AGNR to the Fermi level, causing stronger reactivity of SiNR for molecule adsorption.
Since upon adsorption of individual gas molecules a conduction reduction is observed in the properties of SiNRs, significant alterations in the electronic properties of SiNRs are expected at higher concentrations of gas molecules. To evaluate this premise, a higher surface coverage with two gas molecules is considered and the impacts of gas molecules adsorption on the conduction of SiNR are investigated. Fig. 5 presents the most stable configurations of two adsorbed gas molecules on opposite edges of the SiNR. Based on the calculations, an individual gas molecule can be adsorbed anywhere at the SiNR's edges and its position will not change the quantum conductance. The second gas molecule can also be adsorbed on the same side or the opposite side of the first gas molecule. The results show that the conductance changes are almost the same for two cases, in agreement with the findings of Osborn et al. By calculating adsorption energies, it is found that adding an additional gas molecule to the system doubles the value of adsorption energies of gas molecules on the SiNR. It is clear that the NO, NO 2 , NH 3 , CO, SO 2 , and H 2 S sensing capability of SiNR, which is exposed by two gas molecules, is increased due to the significant reduction in the conductance of pristine SiNR and the strong chemisorption of gas molecules to the SiNR (their adsorption energies are less than −1 eV), as shown in Fig.  6. By performing Mulliken population analysis of the SiNR with one adsorbed molecule and comparing to the SiNR with two adsorbed molecules, it is found that there are no appreciable differences between the amounts of charge transfer.
It is predicted that the edges of SiNRs are not well controlled similar to GNRs. 77,78 As a result, it seems difficult to achieve a fully edge hydrogenated SiNR without any dangling bond (DB) defects. It is found that edge DB defects are much more probable than surface DB defects in silicon nanowires. [79][80][81][82] Therefore, it is necessary to investigate the sensing capability of a SiNR with an edge DB defect. To this end, a hydrogen atom is removed from one silicone edge atom, and only the gas adsorption above the DB defect is tested. The most stable adsorption configuration of gas molecules on SiNR with an edge DB defect are illustrated in Fig. 7. Fig. 7 The most stable adsorption configurations for N2, NO, NO2, NH3, CO, CO2, CH4, SO2, and H2S on ASiNR with an edge DB defect. Fig. 8 shows the conductance modulation of ASiNR with an edge DB defect upon adsorption of gas molecules. As one can see the edge DB defects do not limit the sensing capability of the SiNR. The absolute value of adsorption energies of all gas molecules on SiNR with an edge DB defect, see Table 1, are increased, leading to detectable modifications in SiNR's conductance. Based on their adsorption energies, it can be understood that NO (− 3.23 eV), NO 2 (− 2.94 eV), NH 3 (− 1.24 eV), CO (− 1.52 eV), and SO 2 (− 2.72 eV) are strongly chemisorbed on the SiNR with a DB defect, while H 2 S (− 0.79 eV) is strongly physisorbed on the SiNR. However, the N 2 (− 0.32 eV) and CH 4 (− 0.22 eV) molecules are s ll weakly physisorbed on the SiNR with small adsorption energy. The Mulliken population analysis of the SiNR with an edge DB defect and adsorbed molecule shows that a DB defect slightly decreases the charge transfer between SiNR and gas molecules, see Table 1.  Here, we study the effects of doping on the gas molecules sensing capability of SiNR. To this end, doping effects of SiNRs with N and B impurities have been considered. It has been found that a single N or B dopant prefers to be substituted with Si edge atoms because the formation energy of N or B impurity at the edge is lower than other positions of the nanoribbon. 56 To focus on the effects of doping on the sensing capability of the SiNR, the gas molecules adsorption above the B and N impurities and their nearest neighbours are studied. It is discovered that the gas molecules energetically tend to be chemisorbed on B atom in B-doped SiNR, and chemisorbed on the Si atoms nearest to the N atom in N-doped SiNR. The adsorption energies of gas molecules on the doped SiNR are larger than that of pristine SiNR, proving that doping improves sensing capabilities of SiNR, see Table 1. These findings are in a good agreement with previous studies on gas detection based on doped silicene. 50 The most stable configuration of adsorbed gas molecules on N-doped and B-doped ASiNR are depicted in Fig. 9. For CO gas molecule on N-doped SiNR, two covalent bonds are formed between C and two nearest Si atoms to the N atom, while, for B-doped SiNR, C atom and B atom are covalently bonded. The adsorption energies of CO molecule on N-and B-doped SiNR are 2.04 and 1.72, greater than that of pristine SiNR. The NO gas molecule is also strongly chemisorbed on N-and B-doped SiNR. Although three covalent bonds are formed between NO and nearest Si atoms to the N atom in N-doped SiNR, the adsorption of NO on B-doped SiNR totally destroys the configuration of atoms on the edge. The most stable configurations for NO 2 , NH 3 , and SO 2 gas molecules adsorption on N-and B-doped SiNR are quite similar to the pristine SiNR. The only difference is that they prefer to be adsorbed on top of a B atom and the nearest Si atom to the N atom. The CO 2 and CH 4 molecules on the N-and B-doped SiNR and N 2 and H 2 S on the N-doped SiNR are still physisorbed. However, N 2 and H 2 S gas molecules are chemically adsorbed on B-doped SiNR with adsorption energies of − 0.55 eV and − 0.90 eV which are 1.79 and 1.40 times greater than that of pristine SiNR. Similar to gas adsorption on pristine SiNR, the conductances of Ndoped and B-doped SiNR are detectably changed upon adsorption of NO, NO 2 , NH 3 , CO, SO 2 , and H 2 S, see Fig. 10. Furthermore, doping a B atom into the SiNR can improve the N 2 gas sensing capability of SiNR, compared to that of pristine SiNR. Charge transfer analysis shows that N 2 , NO 2 , NH 3 , CO, CO 2 , H 2 S, and SO 2 act as donors, while NO and CH 4 act as acceptors for N-doped SiNR. However, for B-doped SiNR, all gases have electron donating capability except CH 4 , see Table  1.  Finally, a design of SiNR-based sensor to detect gas molecules is proposed, as shown in the inset of Fig. 11 (a). Two semi-infinite 4-ZSiNRs as the leads and a 98 Å long 7-ASiNR gas sensing zone are the main elements of the device. We have assumed that 5 gas molecules with an average distance of 18 Å are adsorbed on the edge sites of the detection zone. By applying a bias voltage across the leads, conductance can be measured before and after adsorption. To assess the sensing performance of the proposed device for the gas molecules the current versus bias voltage is calculated in Fig. 11 (a). For clarity and brevity, the I-V bias curves for 7-ASiNR before and after adsorption of NO 2 and NO molecules are considered because the currents induced by other molecules are much smaller than that of NO 2 and NO molecules. As can be seen, the current is always almost zero for pristine 7-ASiNR before adsorption of molecules since 7-ASiNR is semiconductor with a direct band gap of 0.56 eV, as shown in Fig. 11 (b). However, upon NO 2 adsorption, the current remarkably increases as a function of increasing voltage bias, the curve is almost linearindicating a metallic behavior. The current can be also increased by NO adsorption; however, the current value is much smaller than that of NO 2 . These results can be confirmed by analyzing the band structures of 7-ASiNR after NO and NO 2 adsorption, as shown in Fig. 11 (b). As mentioned before, the gas molecules are able to tune the electronic properties of SiNRs. The adsorption of NO 2 and NO on 7-ASiNR can transform the system to n-type and p-type semiconductors, respectively, due to the deep defect states induced by gas molecules, as shown in Fig. 11 (b). These n-and p-type semiconducting SiNRs can be applied in nanoscale electronic devices such as a p-n junction diode and n-or p-type FETs. It is also expected that NO 2 gas molecule adsorption by SiNR can give rise to a conductance enhancement because of the metallic behavior of SiNR after NO 2 molecule adsorption. However, for NO molecule adsorption, the conductance may be enhanced by some amount since the NO adsorption makes the SiNR a p-type semiconductor. Fig. 11 (a) I-Vbias curves for the SiNR sensor before and after NO and NO2 adsorption. The inset shows the schematic of a SiNR-based sensor which consists of a semiconducting 7-ASiNR (detection region) and two metallic 4-ZSiNRs (electrodes). (b) Band structures of pristine 7-ASiNR before and after NO and NO2 adsorption.

IV Conclusions
In summary, we employed first-principle calculations to explore the adsorption geometry, adsorption energy, charge transfer, electronic band structure, and quantum conductance modulation of SiNRs with gas molecules (N 2 , NO, NO 2 , NH 3 , CO, CO 2 , CH 4 , SO 2 , and H 2 S) adsorption. Our results reveal that SiNRs are capable of detecting CO and NH 3 with high sensitivity because they are chemically adsorbed on the SiNR and transfer a few electrons to the SiNR. Quantum conductance modulation of SiNRs is clearly detectable upon chemisorption of gas molecules. Furthermore, SiNRs are not appropriate to serve as a sensor for NO, NO 2 , and SO 2 due to the fact that they are strongly chemisorbed with covalent bonds to SiNRs and transfer a large amount of electrons to the SiNR. However, the strong bonding of NO and NO 2 molecules is an effective way to tune the electronic properties of SiNRs to fabricate ptype and n-type transistors, respectively. The other gas molecules are physisorbed. We also found that increasing the density of gas molecules will result in more significant changes in quantum conductance. In addition, dangling bond defects which are unavoidable through fabrication process will not hinder the sensing capability of SiNRs. The sensing capability of a SiNR-based sensor can also be increased by either N or B doping. It is found that doping a SiNR with a B atom can enhance the detection capability of N 2 gas molecules. On the basis of our results, SiNRs can be considered as a promising material to detect individual gas molecules.