Search

The wettability of precursor solution on substrates is the critical factor for fabricating quality film. In this work, superwetting nanofluids (NFs) of non‐stoichiometric nickel oxide (NiOx) nanocrystals (NCs)‐CsBr solution are first utilized to fabricate quality NiOx‐CsPbBr3 hybrid film with gradient‐distributed NiOx NCs in the upper part for constructing hole transport ladder in carbon‐based perovskite solar cells (C‐PSCs). As anticipated, the crystalline properties (improved crystalline grain diameters and reduced impurity phase) and hole extraction/transport of the NiOx‐CsPbBr3 hybrid film are improved after incorporating NiOx NCs into CsPbBr3. This originates from the superb wettability of NiOx‐CsBr NFs on substrates and the excellent hole‐transport properties of NiOx. Consequently, the C‐PSCs with the structure of FTO/SnO2/NiOx‐CsPbBr3/C displays a power conversion efficiency of 10.07%, resulting in a 23.6% improvement as compared with the pristine CsPbBr3 cell. This work opens up a promising strategy to improve the absorber layer in PSCs by incorporating NCs into perovskite layers through the use of the superwettability of NFs and by composition gradient engineering. [ABSTRACT FROM AUTHOR]

Considering that the road network shares traffic flow as a system, this study aimed to predict the network-level flexible pavement performance, using an optimised artificial neural network (ANN) approach to predict the pavement performance of each individual road, and the Ford-Fulkerson algorithm to determine the weight coefficients of roads. ANNs were developed to predict distress conditions, functional conditions and structural performance using the inputs of the pavement age and structural, traffic and climatic conditions. ANNs were trained with Long-Term Pavement Performance (LTPP) program data, and almost all the coefficient of determination values between ANN outputs and measured results are larger than 0.9. This ANN approach was optimised by establishing grey models to provide predictive short-term performance data for training ANNs, and employing Kalman Filter to modify the long-term performance prediction. Applications in typical LTPP sections validated the effectiveness of the optimisation method. This study used the reduction in road network capacity due to the assumed unavailability of a certain road to quantify its role (weight coefficient), which was calculated using the Ford-Fulkerson algorithm. This network-level performance prediction approach was applied in a 25-expressways network in Shanghai, which validated the good generalisation capabilities of ANNs and feasibility of the Ford-Fulkerson algorithm. [ABSTRACT FROM AUTHOR]

Introduction: So far, there has been no closure grade system synthesizing morphological and microstructural features for large idiopathic macular holes (IMHs) treated by vitrectomy and internal limiting membrane (ILM) peeling. This study aimed to propose a concise one and explore its relevance with visual acuity and the related preoperative factors. Methods: Consecutive patients with large IMHs (minimum diameter >400 μm), undergoing vitrectomy and ILM peeling, obtaining primary closure and regularly followed-up were enrolled. Preoperative clinical charts and spectral-domain optical coherence tomography (SD-OCT) parameters were reviewed. SD-OCT images and best corrected visual acuity (BCVA) were assessed at 1, 4, and 10 months postoperatively. SD-OCT features at last visit were categorized by BCVA significance, and preoperative risk factors were analyzed. Results: Sixty-eight eyes from 64 patients were enrolled. The 10-month postoperative SD-OCT images were categorized into closure grade 1, 2, and 3 with successively decreased BCVA (p < 0.001). During early follow-up, part of grades 2 and 3 could evolve into the upper grade, respectively, but grade 3 could never evolve into grade 1 and exhibited the least satisfactory long-term BCVA. Binary logistic regression showed that large minimum linear diameter (MLD) was a risk factor for grade 3 occurrence (p < 0.001), with a cutoff value of 625.5 μm from the receiver operating characteristic curve for MLD predicting grade 3 occurrence (p = 0.001). Conclusion: Long-term closure status of large IMHs could be categorized into three grades with BCVA significance. Large horizontal MLD is a risk factor for occurrence of grade 3 closure with unsatisfactory visual recovery. [ABSTRACT FROM AUTHOR]

Background: The internal limiting membrane (ILM) insertion technique was widely used to treat large macular hole (MH) for the high closure rate. However, the prognosis of closed MH after ILM insertion compared to ILM peeling remains controversial. This study aimed to compare foveal microstructure and microperimeter in large idiopathic MH surgically closed by ILM peeling and ILM insertion. Methods: This retrospective, non-randomized, comparative study included patients with idiopathic MH (minimum diameter ≥ 650 μm) who underwent primary pars plana vitrectomy (PPV) with ILM peeling or ILM insertion. The initial closure rate was recorded. Patients with initially closed MHs were divided into two groups according to the surgery methods. The best-corrected visual acuity (BCVA), optical coherence tomography (OCT) and microperimeter-3 (MP-3) outcomes of two groups were compared at baseline, 1 and 4 months postoperatively. Results: For idiopathic MH (minimum diameter ≥ 650 μm), ILM insertion had a significantly higher initial closure rate than ILM peeling (71.19% vs. 97.62%, P = 0.001). Among 39 patients with initially closed MHs who were on regular follow-up, twenty-one were assigned to the ILM peeling group and 18 to the ILM insertion group. Postoperative BCVA improved significantly in both groups. The final BCVA (logMAR) (0.40 vs. 0.88, P < 0.001), macular hole sensitivity (19.66 dB vs. 14.14 dB, P < 0.001), peripheral sensitivity of macular hole (24.63 dB vs. 21.95 dB, P = 0.005), and fixation stability (FS) within 2 degrees (82.42% vs. 70.57%, P = 0.031) were significantly better and external limiting membrane (ELM) defect (330.14 μm vs. 788.28 μm, P < 0.001) and ellipsoid zone (EZ) defect (746.95 μm vs. 1105.11 μm, P = 0.010) were significantly smaller in the ILM peeling group than in the ILM insertion group. Conclusion: For initially closed MHs (minimum diameter ≥ 650 μm), both ILM peeling and ILM insertion significantly improved the microstructure and microperimeter in the fovea. However, ILM insertion was less efficient at microstructural and functional recovery after surgery. [ABSTRACT FROM AUTHOR]

Purpose: To investigate the reconstructive changes in foveal microstructures postoperatively and analyze the visual predictors in eyes with surgically closed traumatic macular holes (TMHs). Methods: Seventy-one eyes with TMHs that underwent vitrectomy, internal limiting membrane (ILM) peeling, and gas tamponade were reviewed. Clinical data, best-corrected visual acuity, and spectral-domain optical coherence tomography (SD-OCT) images were recorded. The length of the ellipsoid zone (EZ) defect and the integrity of postoperative external limiting membrane (ELM) were measured. Preoperative and 1-month postoperative features were analyzed, respectively, as potential predictors of visual acuity at 6 months postoperatively. Results: The primary hole closure rate was 90.14% (64/71). In 43 cases of initially closed TMHs with SD-OCT scans preoperatively and at 1 and 6 months postoperatively, the number of eyes with intact ELM increased from 18 (41.86%) at 1 month to 26 (60.47%) at 6 months (p = 0.08), while the number of eyes with a restored EZ band remained the same in 2 eyes (4.65%). The mean length of the EZ defect progressively decreased postoperatively (p < 0.001). Poorer preoperative visual acuity (p = 0.002), lower mean macular hole (MH) height (p = 0.012), and greater preoperative mean length of EZ defect (p < 0.001) were associated with worse visual acuity 6 months postoperatively, but only the preoperative length of the EZ defect was proved to be a predictor, with the cutoff value of 1,800 μm provided by the receiver-operating characteristics (ROC) curve. Worse visual acuity and greater mean length of the EZ defect at 1 month were also associated with worse final visual acuity. Conclusions: The mean length of the EZ defect both preoperatively and 1 month postoperatively were predictors of visual outcomes at 6 months postoperatively. [ABSTRACT FROM AUTHOR]