Glass Slides Research Articles

Effect of Li Doping on Structural, Optical, and Optoelectrical Characteristics of ZnSnO3 Thin Films Prepared by Nebulizer Spray Pyrolysis

In this work, ZnSnO3 (ZTO3) and Li-doped ZTO3 thin films were synthesized on glass slides by a cost-effective nebulizer spray pyrolysis procedure. The X-ray diffraction analysis revealed that the ZTO3 and Li-doped ZTO3 thin films possessed a rhombohedral structure. The structural indices (grain size, dislocation density, lattice strain) of the ZTO3 and Li-doped ZTO3 thin films were computed. The morphology characteristics of the ZTO3 and Li-doped ZTO3 thin films were observed by field emission scanning electron microscopy. The inspected films display uniform and homogeneous surfaces. The optical transmittance, T, and reflectance, R, of the ZTO3 and Li-doped ZTO3 thin films were recorded using a double-beam spectrophotometer to investigate the optical characteristics of these layers. The refractive index of the ZTO3 and Li-doped ZTO3 thin films was enhanced via the Li content increase. Moreover, Tauc’s plots demonstrated that the energy gap of the ZTO3 and Li-doped ZTO3 thin films was reduced from 3.85 eV to 3.08 eV by boosting the Li doping content. Moreover, the increase in Li content produces an enhancement in the optoelectrical indices (optical resistivity, optical carrier concentration, optical mobility, plasms frequency, and optical conductivity) of the ZTO3 and Li-doped ZTO3 thin films. The nonlinear optical indices of the ZTO3 and Li-doped ZTO3 thin films were deduced, and it was noted that Li content boosted the nonlinear optical indices of these layers. All the ZTO3 and Li-doped ZTO3 thin films displayed n-type semiconducting properties by the hot probe equipment.

An Assessment of the Epidemiology and In vitro Susceptibility of Giardia lamblia Trophozoites and Cysts to a Variety of Plant Extracts

Giardia lamblia is a prevalent intestinal parasite that cause diarrhea among human beings and the life cycle is complicated and contains two stages for trophozoites and cysts. These stages are hardly eradicated by using prescribed drugs such as metronidazole. Aim: The purpose of this study was to identify the intestinal parasite Giardia lamblia in patients suffering from diarrhea and primary enteritis, then determine the antiparasitic activity of five plant extracts included (Zumeria majda, Thymus migricus, Artemisia santolina, Sargassum and Proskia) compared with available drug of metronidazole (MTZ) as an effective and first-time treatment against Giardia lamblia. Place and Duration of Study: It was performed between January 2023 to February 2024 at the laboratory of parasitology of three hospitals included Ramadi Teaching Hospital, Fallujah Teaching Hospital and Ramadi Teaching Hospital for Maternity and Children in Al-Anbar governorate of Iraq. A total of 1200 stool samples of patients were collected from both genders and ranged in age from 6 months to 65 years. Methodology: The stool samples were examined directly by formalin-ether test using a light microscope to confirm the presence of G. lamblia infection. Test tubes contained 1 mL of every extract at concentrations of 10, 25, 50, 75 and 100 µg/mL before 10,000 cysts or trophozoites were added and then the tubes were incubated at 37°C for a period of 30, 120, and 360 minutes. A light microscope set to 400x magnification, smears made from residual cyst and trophozoite material were arranged individually on glass slides. The mean number of the extracted cysts and trophozoites were assessed using vital 0.1% eosin staining. Results: G. lamblia parasite infections accounted for 47.8% of all infections; males had a greater prevalence of the parasite (49.6%) than females (45.7%). In relation to other age groups, the incidences of G. lamblia infection were higher in the age groups of 6 months to 10 years and (11-20) years, at 55.17% and 47.6%, respectively. At the lowest concentrations of 75μg/mL and 100μg/mL following exposure times of 240 min and 360 min, all five plant extracts examined in this study included Zumeria majda, Thymus migricus, Artemisia santolina, Sargassum and Proskia had a significant effect and killed 100.0% of the cysts and trophozoites of G. lamblia in contrast to the MTZ, which showed the highest reduction rates 68.4% against cysts and 75.4% against trophozoites. Conclusion: To conclude, the study findings indicate that G. lamblia infections are more common in AL-Anbar province particularly in younger people. This can be attributed to a number of factors such as improper eating and drinking habits and an absence of respect for hygiene and public health standards. Plant-based extracts showed promising in vitro activity at low doses and short times of exposure, according to the results on G. lamblia. These findings could lead to the development of a novel therapeutic alternative to treat Giardiasis infections.

An EPR study of point defects in zinc oxide thin films

We studied ZnO thin films deposited on glass slides by thermal evaporation in vacuum followed by heat treatment in open air or Ar flow. The samples were characterized using x-ray diffraction, Raman scattering, photoluminescence (PL), and electron paramagnetic resonance (EPR) spectroscopy. We observed a broad PL band in the visible region at spectral positions of 504 and 560 nm and a low-intensity band in the UV region at 390 nm. The EPR spectra display a clear first derivative structure at g=1.96 at temperatures below 200 K. The PL spectrum shows red-shifted valence to conduction band emission due to electron hole recombination through shallow surface states. We found an activation energy of E a = 4.2 meV using the Arrhenius plot and estimated concentrations of paramagnetic defects and spin–spin relaxation time constants of 1016 m−3 and 10–14 s, respectively.

A holistic methodology for designing novel flat plate evacuated solar thermal collectors: Modelling and experimental assessment

This paper presents a comprehensive analysis of the design, implementation, experimentation, and optimization of a novel evacuated flat-plate solar thermal collector characterized by a vacuum level between the glass cover and the absorber plate. The paper addresses different research themes, primarily focusing on developing a low-cost evacuated solar thermal collector with a high innovation level. Additionally, it introduces a comprehensive approach for the conceptualization, design, fabrication, testing, and optimization of solar thermal collectors. Specifically, this study aims to highlight the characteristics of a vacuum-enhanced solar thermal collector and demonstrate a step-by-step process involved in its design, fabrication, testing, and optimization. The proposed methodology is based on the adoption of two software tools and an extensive experimental analysis: the commercial software ANSYS is utilized for structural analysis, while MatLab is employed to develop a suitable mathematical tool for assessing the energy performance of the system and optimizing it. The outcomes show the reliability of the methodology and the performance of the low-cost evacuated solar thermal collector under different vacuum levels, providing insights into energy, economic, and environmental aspects. This work innovates by presenting a thorough analysis covering all solar thermal collector production phases, from conceptualization to optimization. The conclusions highlight the production of a reliable approach, and proof-of-concept results demonstrate how increasing the vacuum level enhances the thermal efficiency of a solar collector.

A simple transport method for molecular detection of microsporidiosis using a glass slide smear of corneal scraping.

A simple transport method for molecular detection of microsporidiosis using a glass slide smear of corneal scraping.

Accuracy and Comparison of Core Needle Biopsy Diagnoses With Excision Specimen for Diagnosing Fibroepithelial Lesions of the Breast.

Background Core needle biopsy (CNB) for fibroepithelial lesions (FELs) of the breast is commonly encountered by histopathologists. The distinction between fibroadenoma (FA) and phyllodes tumor (PT) can be challenging due to overlapping histological features and the limited nature of CNB material. Objective This study aimed to assess the accuracy of CNB diagnosis of FA and PT by comparing it with a diagnosis on subsequent surgical excision specimen. Materials and methods A total of 166 cases of FELs of the breast who underwent CNB and subsequent surgical excision between January 2001 and December 2020 were included in our study. All microscopy glass slides were reviewed, and diagnosis confirmed. Results While 125 (75%) cases based on CNB received a definitive diagnosis of either fibroadenoma or PT, the remaining 41 (25%) cases were better classified on excision specimens and were descriptively diagnosed as fibroepithelial lesions on CNB. Diagnoses on CNB and on subsequent excision specimens were concordant in 113 (90.4%) cases. Among 12 cases that were discordant, three cases diagnosed as FA on CNB were upgraded toPT on excision specimens. Nine cases diagnosed as PT on CNB were diagnosed as FA on excision specimens. These included conventional, cellular, juvenile, and complex FA types. Three PTs, which were reported as FA on CNB, measured 6, 12.5, and 17.5 cm in the greatest dimension. Among 23 cases of PT which were further categorized on CNB, tumor categories changed on excision specimens in three cases. The diagnostic accuracy of CNB diagnosis was 90.4%. Conclusion CNB diagnosis showed good accuracy. PT diagnosis should be strongly considered in all tumors measuring >5 cm, especially those exceeding 10 cm. Cellular, juvenile, and complex FAs can be misdiagnosed as PT on CNB. Correlation with clinical and radiological findings can be helpful in establishing correct diagnosis.

Polyparasitism with soil transmitted helminthes and Schistosoma haematobium among school-aged children in Igede land, Benue state, Nigeria

Background: Polyparasitism is widespread in rural communities of the developing world, and it is a serious problem for public health. The aim of this study is to investigate the co-infection of intestinal parasites and urinary schistosomiasis among school-aged children in two local government areas of Benue State. Methods: This study collected 452 stool and urine samples from randomly selected participants and examined them using three techniques - direct wet mount, formol ether concentration, and urine sedimentation. The researchers also utilized questionnaires to assess risk factors associated with the samples. The data was then analyzed using the Chi-square statistical test to identify any significant relationships between the various factors examined. Results: The study found that 29.0% of the 452 randomly selected participants were infected with at least one parasite. 17.3% of the infected were male, while 11.7% were female. 11.7% had multiple infections, with 13.1% in males and 10.2% in females. 15.0% were infected with single parasites, 9.1% had double infections, and 2.7% had triple infections. Schistosoma haematobium was found in 1.8% of participants, with 1.1% in males and 0.7% in females. The most common parasite was Ascaris lumbricoides (6.0%), followed by hookworm (5.8%). The hookworm-Ascaris combination was the most common double infection (4.2%). While males were generally more infected, there was no statistically significant difference between males and females. Similarly, the higher infection rate in Obi (16.2%) compared to Oju (12.8%) was not statistically significant. The 11-15 age group had the highest prevalence of multiple infections (14.2%), but this was not statistically significant across age groups. Conclusion: Aggressive health education and mass drug administration are recommended in the study area. Kewwords: Polyparasitism, Igede, Oju, Obi, Parasites, Soil Transmitted Helminthes (STH), Schistosomiasis, Nigeria

Uncommon clinical presentation by a common pathogen.

A 10-year-old girl presented to the outpatient department with a complaint of burning micturition for the past 1 week, which did not resolve with over-the-counter medication. Urine culture came out to be sterile, while on follow-up, the patient complained of severe itching in the perianal region. Microscopic examination of urine wet mount revealed a planoconvex helminthic egg and the case is discussed further.

Occurrence and Diversity of Intestinal Parasites on Raw Vegetables Sold in Samaru, Zaria

Vegetables are part of everyday diet. There has been more emphasis on their palatability and nutritional values, but they potentially contribute to transmitting intestinal parasites, among other pathogens, to man. This study examined 10 samples of five commonly consumed vegetables from Samaru in Zaria, Nigeria. Twenty-five (25g) fresh vegetable samples were washed in 225 mL of sterile normal saline and gently shaken for 60 seconds. The wash water was allowed to stay for 3 hr in the dark. The supernatant was carefully discarded until only about 15mL was left. The sediment was further concentrated by centrifuging at 3000 revolutions per minute for 5 minutes and examined for intestinal parasites on wet mounts using the compound light microscope. The overall occurrence of intestinal parasites on the vegetables was 22.0%. Ascaris lumbricoides was the most occurring parasite (18.0%), followed by equal 2.0% of hookworms, Trichuris trichiura and Fasciola species. Vegetable samples obtained from Mangorori Market had the highest contamination with Ascaris lumbricoides than other markets, but overall parasitic contamination was highest on vegetables obtained from ABU Community Market. Cabbage was the most contaminated (50.0%), followed by 20% each of lettuce and carrots. Samples displayed on mats during the sale had the highest contamination with Ascaris lumbricoides (23.5%), followed by those displayed on the ground (22.2%). There was higher intestinal parasitic contamination of vegetables sold in dirty surroundings (23.3%) than in relatively clean surroundings (10.0%). Sufficient orientation on the role of fresh raw vegetables in transmitting intestinal parasites should be aimed at farmers, sellers, distributors and final consumers to curb potential health risks

PALYNOLOGICAL, PALEOENVIRONMENTAL AND PALEOCLIMATE ANALYSES OF EMI-5-WELL, OFFSHORE NIGER DELTA, NIGERIA

Palynological, Paleoenvironmental and Paleoclimatic investigations of Emi-5 well Offshore, Niger Delta, Nigeria was conducted to established palynozones, determine age, reconstruct paleoenvironmental conditions and paleoclimatic conditions to permit stratigraphic correlation, provide insights into the depositional settings and changes overtime within the basin. Fifty one (51) shaly ditch cutting samples were subjected to standard palynological method involving sample maceration with 10 % HCl and 40 % HF acids to remove carbonates and siliceous components, neutralization with distilled water and sieving through 5-micron sieve, followed by separation of palynomorphs from residue prior to mounting of the grains on glass slides for further analysis. The palynological composition is marked by dorminance of pollen and spores over dinoflagellate cysts. The intercalation of the sandy and shaly intervals across the section evidenced from lithologic, textural, and wire line log data suggested that the entire studied interval belong to the Agbada Formation. Three interval range zones were delineated using the international stratigraphic guide for the establishment of biozones, they are Stereisporites sp – Verrutricolporites rotundiporus; Verrutricolporites rotundiporus – Gemmemonoporites sp. and Retistephanocolpites gracilis – Pachydermites diederixi Zones and based on the aforementioned zones the interval is assigned middle Miocene to late Miocene. Coastal-deltaic environment of deposition is inferred for the studied interval on the basis of occurrence and dominance of diagnostic forms such as Zonocostites ramonae,Rhizophora, Psilatricoloporites crasssus and Acrostichum aureum while good representation of these forms and the identified palyno-ecological groups placed the interval on a wet climatic zone.

On-slide clearing and imaging of 100-µm-thick histological sections using ethyl cinnamate and epifluorescence.

Thick histological samples are difficult to image without proper tissue clearing methods. Among these methods ethyl cinnamate (ECi)-based clearing preserves antigenicity and is compatible with immunofluorescent labeling. In contrast to many other clearing protocols, ECi-based clearing is fast and is done as a final step after standard immunofluorescent labeling protocols.

Towards in vitro – In vivo correlation models for in situ forming drug implants

In vitro-In vivo correlation (IVIVC) is a main focus of the pharmaceutical industry, academia and the regulatory sectors, as this is an effective modelling tool to predict drug product in vivo performance based on in vitro release data and serve as a surrogate for bioequivalence studies, significantly reducing the need for clinical studies. Till now, IVIVCs have not been successfully developed for in situ forming implants due to the significantly different in vitro and in vivo drug release profiles that are typically achieved for these dosage forms. This is not unexpected considering the unique complexity of the drug release mechanisms of these products. Using risperidone in situ forming implants as a model, the current work focuses on: 1) identification of critical attributes of in vitro release testing methods that may contribute to differences in in vitro and in vivo drug release from in situ forming implants; and 2) optimization of the in vitro release method, with the aim of developing Level A IVIVCs for risperidone implants. Dissolution methods based on a novel Teflon shape controlling adapter along with a water non-dissolvable glass fiber membrane (GF/F) instead of a water dissolvable PVA film (named as GF/F-Teflon adapter and PVA-Teflon adapter, respectively), and an in-house fabricated Glass slide adapter were used to investigate the impact of: the surface-to-volume ratio, water uptake ratio, phase separation rate (measured by NMP release in 24 h post injection in vitro or in vivo), and mechanical pressure on the drug release patterns. The surface-to-volume ratio and water uptake were shown to be more critical in vitro release testing method attributes compared to the phase separation rate and mechanical pressure. The Glass slide adapter-based dissolution method, which allowed for the formation of depots with bio-mimicking surface-to-volume ratios and sufficient water uptake, has the ability to generate bio-relevant degradation profiles as well as in vitro release profiles for risperidone implants. For the first time, a Level A IVIVC (rabbit model) has been successfully developed for in situ forming implants. Release data for implant formulations with slightly different PLGA molecular weights (MWs) were used to develop the IVIVC. The predictability of the model passed external validation using the reference listed drug (RLD), Perseris®. IVIVC could not be developed when formulations with different PLGA molar ratios of lactic acid to glycolic acid (L/G) were included. The present work provides a comprehensive understanding of the impact of the testing method attributes on drug release from in situ forming implants, which is a valuable practice for level A IVIVC development.

Molecular Docking of Phytocompounds from Mentha Piperita Leaf Extract as Promising Inhibitory Agents against Candida Albicans’s Glucosamine-6-Phosphate Synthase

Study’s Novelty/Excerpt This study identifies and assesses the active phytochemical components of Mentha piperita (peppermint) leaf extract that inhibit the glucosamine-6-phosphate synthase activity of Candida albicans. Utilizing advanced techniques such as HPLC-DAD and Bioautography Agar Overlay, the research successfully isolated bioactive compounds including rutin, chlorogenic acid, neohesperidin, rosmarinic acid, and eriodictyol. The identification of these specific compounds and their inhibitory effects on a key enzyme in Candida albicans underscores the potential of Mentha piperita as a source of novel antifungal agents. Full Abstract The Mentha piperita plant, also known as peppermint, is a perennial aromatic herb grown throughout most of the world and has long been utilized in traditional medicine. It is a member of the Lamiaceae family. This study aimed to assess and determine the active phytochemical components of Mentha piperita leaf extract that inhibit the glucosamine-6-phosphate synthase activity of Candida albicans. The plant materials were collected from Janyau, Gada Biyu area along Sokoto Road, Gusau, Zamfara state, Nigeria, and identified at the herbarium section of the Biological science Department, Federal University Gusau. The plant leaf was extracted using the soxhlet method and analyses the phytochemical constituents' presence. To identify the bioactive compounds in the extracts of Mentha piperita, thin layer chromatography (TLC) was used on glass slides coated with silica gel (0.2mm Kiesel-gel 60 F254, Merck). The resulting fraction was then analyzed using HPLC-DAD analysis and the Bioautography Agar Overlay Technique. Phytochemical analysis results showed the presence of flavonoids, glycosides, phenol, tannins, saponins, and alkaloids as secondary metabolites. Thin layer chromatography (TLC) separation of aqueous extracts provided one compound with an Rf value of 0.52, while methanol and n-hexane extract showed two compounds, each with Rf values of 0.79 and 0.74, 0.72 and 0.70. As bioautography shows, the most bioactive component among the five components is M1. In conclusion, the bioactive constituents identified by high-performance liquid chromatography are rutin, Chlorogenic acid, Neohesperidin, Rosmarinic acid, and Eriodictyol.

Identifying enhancement of double slope solar still performance by adding water cooling to walls

The object of this research is a double-slope solar still with the addition of water cooling on the wall (DSSS.WCW). The issue with solar stills is that the temperature of the cover glass is quite high, which consequently reduces the rate of evaporation. Methods to reduce the cover glass temperature involve water cooling, by flowing water and spraying it onto the cover glass. Both of these methods have been shown to reduce the temperature of the cover glass, but they still require additional energy and can decrease the solar radiation energy received by the absorber plate. This research proposes using a water cooling method on the wall that does not require additional energy and can prevent a reduction in the solar radiation energy received by the absorber plate. Experimental and theoretical research was conducted to study the effect of using DSSS.WCW. The results showed a 13.48 % reduction in the cover glass temperature, consequently increasing the temperature difference between the fins and the cover glass by 9.82 °C. The increase in temperature difference resulted in a 13.82 % increase in freshwater productivity theoretically by 2.80 kg/hour and a 13.10 % increase experimentally for the DSSS.WCW by 2.58 kg/hour. In addition, there was a theoretical increase in energy efficiency of 22.29 % and an experimental increase of 22.82 %, along with an increase in exergy efficiency of 15.71 %. The implementation of water cooling on the wall has been shown to enhance the efficiency of the double-slope solar still. In addition, the water cooling method on the wall does not reduce the solar radiation energy that can be received by the absorber plate and does not require additional energy. The results of this research can be applied in remote islands in Indonesia, particularly during the dry season

Structural and Optical Characterization of Porous NiV2O6 Films Synthesized by Nebulizer Spray Pyrolysis for Photodetector Applications.

NiV2O6 thin films were grown on glass slides with varying thicknesses using nebulizer spray pyrolysis. The impact of thickness on the thin films' optical, structural, morphological, and electrical characteristics was systematically investigated. X-ray diffraction and micro-Raman analysis confirmed the formation of the triclinic NiV2O6 system. Surface morphology and roughness variations in the as-deposited NiV2O6 films were studied using scanning electron microscopy (SEM) and a profilometer. Optical properties, including optical band gap (Eg), extinction coefficient (k), absorption coefficient (α), and refractive index (n), were determined through optical reflectance and transmittance measurements. The optical energy gap of the as-deposited NiV2O6 films decreased from 2.02 eV to 1.58 eV with increased layer thickness. Furthermore, the photo-detectivity of the films demonstrated an enhancement corresponding to the prolonged spray time. The sensitivity values obtained for visible irradiation were 328, 511, and 433 for samples S1, S2, and S3, respectively. The obtained results can be imputed to the specific porous microstructure.

Designing Co-coordinated phytic acid 3D network structure for superhydrophilic property of TiO2 nanoparticles

Traditionally, nano-TiO2 as one of the hydrophilic materials has garnered significant attention due to its inherent stability, non-toxicity, and abundance. However, its limited number of hydroxyl groups fails to meet the actual needs for superhydrophilic applications. Therefore, it is crucial to explore a simple and efficient method to introduce more hydroxyl groups to enhance the hydrophilicity of nano-TiO2. In this work, hydroxyl‑rich phytic acid (Pa) was introduced into the surface of nano-TiO2 and a 3D network structure of Co-coordinated phytic acid was further constructed to extremely enhance the hydrophilicity and stability of nano-TiO2. The TiO2@Pa-Co suspension was prepared by adsorbing hydroxyl‑rich Pa molecules on the surface of nano-TiO2 and assembling Co-coordinated Pa and then modified onto a glass slide by a conventional spin-coating method to obtain TiO2@Pa-Co thin film. The hydrophilic performance tests demonstrated that the TiO2@Pa-Co thin film presented innate superhydrophilic properties, as evidenced by a water contact angle of 2.0°, significantly smaller than that of the blank TiO2 (65.0°) and TiO2@Pa (29.1°) thin films. Notably, it also displays good durability, corrosion resistance, and anti-fogging properties. The superhydrophilic performances can be attributed to the ability of phytic acid to offer a large number of hydroxyl groups for improving the hydrophilicity of TiO2, while the Co ions act as a bridge, connecting with Pa and further construct a 3D network structure for the enhanced hydrophilic stability of TiO2. This study presents an inventive design concept to prepare superhydrophilic and stable TiO2 thin film by developing an organo-metallic coordination layer.

Experimental Investigation of the Effect of Evacuated Tubes and Glass Cover Cooling on the Performance of the Solar Still

Experimental Investigation of the Effect of Evacuated Tubes and Glass Cover Cooling on the Performance of the Solar Still

Fresh Meat Classification Using Laser-Induced Breakdown Spectroscopy Assisted by LightGBM and Optuna.

To enhance the accuracy of identifying fresh meat varieties using laser-induced breakdown spectroscopy (LIBS), we utilized the LightGBM model in combination with the Optuna algorithm. The procedure involved flattening fresh meat slices with glass slides and collecting spectral data of the plasma from the surfaces of the fresh meat tissues (pork, beef, and chicken) using LIBS technology. A total of 900 spectra were collected. Initially, we established LightGBM and SVM (support vector machine) models for the collected spectra. Subsequently, we applied information gain and peak extraction algorithms to select the features for each model. We then employed Optuna to optimize the hyperparameters of the LightGBM model, while a 10-fold cross-validation was conducted to determine the optimal parameters for SVM. Ultimately, the LightGBM model achieved higher accuracy, macro-F1, and Cohen's kappa coefficient (kappa coefficient) values of 0.9370, 0.9364, and 0.9244, respectively, compared to the SVM model's values of 0.8888, 0.8881, and 0.8666. This study provides a novel method for the rapid classification of fresh meat varieties using LIBS.

Background removal for debiasing computer-aided cytological diagnosis.

To address the background-bias problem in computer-aided cytology caused by microscopic slide deterioration, this article proposes a deep learning approach for cell segmentation and background removal without requiring cell annotation. A U-Net-based model was trained to separate cells from the background in an unsupervised manner by leveraging the redundancy of the background and the sparsity of cells in liquid-based cytology (LBC) images. The experimental results demonstrate that the U-Net-based model trained on a small set of cytology images can exclude background features and accurately segment cells. This capability is beneficial for debiasing in the detection and classification of the cells of interest in oral LBC. Slide deterioration can significantly affect deep learning-based cell classification. Our proposed method effectively removes background features at no cost of cell annotation, thereby enabling accurate cytological diagnosis through the deep learning of microscopic slide images.

Comparative analysis of radiation-induced effects on the performance of p-type PERC and TOPCon solar cells for space applications

This work presents a comprehensive numerical evaluation of PERC and TOPCon technologies, focusing on the impact of radiation-induced defects. This assessment is conducted for p-type silicon solar cells as they are intrinsically more resistant to radiation defects. By rigorously calibrating recombination parameters, radiation-induced defect profiles, and other pertinent details, a robust basis is established for an in-depth comparison of the performance characteristics displayed by both architectures under space conditions. The investigation reveals that when utilizing substrates with high doping levels, both PERC and TOPCon cells exhibit nearly identical beginning-of-life (BOL) and end-of-life (EOL) performance. However, with lower substrate doping concentrations, both technologies show improved BOL efficiency. Notably, this enhanced BOL efficiency does not translate into superior EOL efficiency. This distinction in EOL efficiency can be attributed to two primary factors triggered by radiation exposure. Firstly, the emergence of defects leads to a reduction in open-circuit voltage. Secondly, dopant compensation contributes to an increase in series resistance. Specifically, for PERC cells, the challenge of elevated series resistance is further exacerbated by the requirement for majority carriers to traverse both vertically and laterally to reach the rear metal contact. When a robust defect recovery mechanism or resilient cover glass is absent, substrates characterized by lower doping levels display increased susceptibility to the adverse effects of radiation-induced defects and the subsequent dopant compensation. Under these circumstances, the TOPCon technology demonstrates a significant advantage over PERC, particularly for high electron fluence due to its full area contacts for both minority and majority charge carriers.