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Showing records 36145 to 36169 of 43292. [First] Page: 1 1443 1444 1445 1446 1447 1448 1449 1450 1451 Last
36145. LAPSE:2023.2986
Papain Enzyme Assisted Extraction of Virgin Coconut Oil as Candidate In-House Reference Material
February 21, 2023 (v1)
Subject: Materials
Keywords: antibacterial agent, coconut oil, papain enzyme
This study concerns papain enzyme assisted synthesis of virgin coconut oil (VCO) as a candidate in-house reference material. The study was conducted to obtain optimization of the VCO preparation with green processes as the standardized product which high stability and homogeneity. The method is expected to produce the candidate of in-house reference material to ensure the standards and quality of the VCO product. Based on the results of this study, the preparation of VCO was carried out using the papain. An optimum yield of 24.30%. was achieved under the following conditions: enzyme to coconut milk with a mass ratio of 0.6 g/L, under 500 mL water/g of coconut powder, at the temperature of 70 °C by five stages of extraction. The physicochemical properties as well as organoleptic feature of VCO which consist water content, peroxide number, free fatty acids, and iodine numbers are fit with the standard. The parameters exhibited the homogeneity and stability which be able recommended as ca... [more]
36146. LAPSE:2023.2985
Low-Cost Activated Carbon for Petroleum Products Clean-Up
February 21, 2023 (v1)
Subject: Materials
Keywords: low-cost activated carbon, oil spill, sorption kinetics
Petroleum products are hazardous both for humans and nature. Diesel oil is one of the main contaminants of land but also of sea, during its transportation. Currently, there are many different clean-up techniques for petroleum products. One of the most common is adsorption by adsorbent materials. Although adsorption is an eco-friendly and cost-effective approach, it lacks efficiency. The present study investigates the performance of low-cost activated carbon, derived from potato peels and activated under different temperature conditions, from 350 °C to 800 °C. The yield of activated carbon decreases with the increase in the carbonization temperature. However, the sample prepared at 600 °C shows an oil sorption capacity of 72 g/g, which is the highest of all samples. Nitrogen adsorption characterization reveals that this specific sample has the highest specific surface (SSA) area of 1052 m2/g and total a pore volume of 2.959 cm3/g, corresponding to a 94% and 77% increase compared to the... [more]
36147. LAPSE:2023.2984
A Thermodynamic Analysis of Naphtha Catalytic Reforming Reactions to Produce High-Octane Gasoline
February 21, 2023 (v1)
Subject: Modelling and Simulations
Keywords: catalytic reforming, Gibbs free energy, Research Octane Number, thermodynamic equilibrium
The catalytic naphtha reforming process is key to producing high-octane gasoline. Dozens of components are involved in this process in hundreds of individual catalytic reactions. Calculations of concentrations at equilibrium, using equilibrium constants, are commonly performed for a small number of simultaneous reactions. However, the Gibbs free energy minimization method is recommended for the solution of complex reaction systems. This work aims to analyze, from the point of view of thermodynamic equilibrium, the effect of temperature, pressure, and the H2/HC ratio on the reactions of the catalytic reformation process and evaluate their impact on the production of high-octane gasoline. Gibbs’s free energy minimization method was used to evaluate the molar concentrations at equilibrium. The results were compared with those obtained in the simulation of a catalytic reforming process to evaluate the optimal conditions under which the process should operate.
36148. LAPSE:2023.2983
The Prediction of Spark-Ignition Engine Performance and Emissions Based on the SVR Algorithm
February 21, 2023 (v1)
Subject: Energy Systems
Keywords: engine emissions, engine performance, Machine Learning, spark-ignition engine, support vector regression
Engine development needs to reduce costs and time. As the current main development methods, 1D simulation has the limitations of low accuracy, and 3D simulation is a long, time-consuming task. Therefore, this study aims to verify the applicability of the machine learning (ML) method in the prediction of engine efficiency and emission performance. The support vector regression (SVR) algorithm was chosen for this paper. By the selection of kernel functions and hyperparameters sets, the relationship between the operation parameters of a spark-ignition (SI) engine and its economic and emissions characteristics was established. The trained SVR algorithm can predict fuel consumption rate, unburned hydrocarbon (HC), carbon monoxide (CO), and nitrogen oxide (NOx) emissions. The determination coefficient (R2) of experimental measured data and model predictions was close to 1, and the root-mean-squared error (RMSE) is close to zero. Additionally, the SVR model captured the corresponding trend of... [more]
36149. LAPSE:2023.2982
Improved Production and Insulinotropic Properties of Exopolysaccharide by Phellinus igniarius in Submerged Cultures
February 21, 2023 (v1)
Subject: Food & Agricultural Processes
Keywords: antioxidant activity, cell proliferation, insulin, Phellinu igniarius, polysaccharides, submerged culture, Tween 80
, a basidiomycete belonging to the family Polyporaceae, is a medicinal basidiomycetous fungus belonging to the Hymenochaetaceae and is an excellent remedy with anticancer and antioxidant qualities. The mushroom has been used as traditional medicines for the treatment of cardiovascular disease, tuberculosis, liver or heart diseases, bellyache, bloody gonorrhea, and diabetes. However, the limited production and market shortage have been attributed to the slow growth and the difficult collection of the fruiting body as well as the rare natural resources. The problem can be solved through the effective approach of submerged culture to produce a high bioactivity polysaccharide of P. igniarius. The project was proposed to investigate the effect of a surfactant on the production of polysaccharide in submerged culture of P. igniarius and their insulinotropic properties. Eight different surfactants including PEG series (4000, 6000), Tween series (20, 40, 80, 85), and Span series (20, 80) all at... [more]
36150. LAPSE:2023.2981
A Comprehensive Optimization of Ultrasound-Assisted Extraction for Lycopene Recovery from Tomato Waste and Encapsulation by Spray Drying
February 21, 2023 (v1)
Subject: Modelling and Simulations
Keywords: antiradical power, carotenoids, green processes, inulin, response surface modeling, spray drying, waste valorization
This study aimed to extract bioactive compounds from tomato waste through ultrasound-assisted extraction (UAE), using ethanol as solvent. Process optimization was carried out by a central composite design of 33 runs for response surface modelling, simultaneously analyzing the effect of temperature (T), time (t), volume (V), liquid-to-solid ratio (L/S), amplitude (A), the pulser duration (on), and their interaction. The best conditions found by the desirability method (T = 65 °C, t = 20 min, L/S = 72 mL/g, A = 65%, on = 33 s, V = 90 mL) were experimentally verified, leading to the production of an extract with interesting properties (total carotenoids of 1408 ±14 µglycopene equivalents/g, lycopene yield of 1536 ± 53 µg/g, 36.1 ± 0.9 µgtrolox equivalents/g as antiradical power). Due to the instability of lycopene, the extract encapsulation by spray drying was undertaken using inulin and maltodextrins as coating agents. The evaluation of wall material composition provided high product rec... [more]
36151. LAPSE:2023.2980
Special Issue: Isolation and Utilization of Essential Oils: As Antimicrobials and Boosters of Antimicrobial Drug Activity
February 21, 2023 (v1)
Subject: Biosystems
In the search for new antimicrobial lead compounds, interest in natural-product-based screening has enjoyed a renaissance, driven by the fact that plants present a unique pool of compounds [...]
36152. LAPSE:2023.2979
Crude Oil Degradation by a Novel Strain Pseudomonas aeruginosa AQNU-1 Isolated from an Oil-Contaminated Lake Wetland
February 21, 2023 (v1)
Subject: Materials
Keywords: aromatic compound family, crude-oil contamination, dynamic and static cultivation, lake wetland, Pseudomonas
In this study, a novel crude oil degrading bacterium was isolated from an oil-contaminated freshwater lake using crude oil as the sole carbon source. The strain was named Pseudomonas aeruginosa AQNU-1 based on the analyses of its morphological characteristics and 16S rRNA gene sequencing. Gas chromatography-mass spectrometry (GC-MS) was carried out to investigate the degradation of crude oil fractions under dynamic (37 °C, 180 r/min) and static (37 °C, 0 r/min) cultivation over three months of continuous enrichment in the laboratory. It was found that strain AQNU-1 exhibited stronger biodegradation efficiency for n-alkanes of C13−C35 under dynamic cultivation with degradation ratios of 87−100% compared to ratios of 74−100% under static cultivation. Furthermore, this strain could fully utilize alkylcyclohexane (M/Z 82), alkylbenzene (M/Z 92) and alkyltoluene (M/Z 106) in crude oil under both conditions. It also had better biodegradability of partial aromatic compounds in the crude oil,... [more]
36153. LAPSE:2023.2978
Effects of Biochar Application on Vegetation Growth, Cover, and Erosion Potential in Sloped Cultivated Soil Derived from Mudstone
February 21, 2023 (v1)
Subject: Process Control
Keywords: biochar, rainfall kinetic energy, soil degradation, soil erosion, vegetation cover
Soil degradation is a crucial problem, particularly in tropical and subtropical areas. Prevention or reduction of soil erosion requires strategies based on thorough rapid vegetation cover (VC) and favorable soil quality in subtropical and tropical areas. This study applied wood biochar (WB) and rice husk biochar (RHB) in a mudstone soil, which is widely distributed in Southern Taiwan, to investigate the effects of biochar application on soil erosion and vegetation restoration. The standard erosion unit plots (22.13 m in length and 9% in slope gradient) were set up to determine the relationship among soil losses, VC, and natural rainfall characteristics with and without biochar application. The results indicated that biochar application increased the growth rate (identified by cover ratio) of Bahia grass (Paspalum notatum Flüggé) by 2−2.6 times within 40 days compared with control (without biochar application) and increased VC by 20% after 120 days of treatment. The biochar application... [more]
36154. LAPSE:2023.2977
Bulk Process for Enrichment of Capsinoids from Capsicum Fruit
February 21, 2023 (v1)
Subject: Materials
Keywords: capsiate, Capsicum, dihydrocapsiate, Extraction, fruit, purification
Various methods to synthesize capsinoids (the nonpungent analogs of capsaicinoids) from precursor molecules have been reported. Capsinoids are also naturally present, at typically low concentrations, in the fruit of many Capsicum species and genotypes. However, they are also present in the fruit of select genotypes at high concentrations. The fruit of high-capsiate genotypes represents a commercial source of these compounds. To date, no method has been published that efficiently extracts and purifies capsinoids from Capsicum fruit in a rapid and simple bulk process. This study evaluated the efficacy of various organic solvents for the extraction of capsinoids from dried Capsicum annuum fruit. Among the organic solvents evaluated, pentane appeared to provide a good combination of both recovery and purity. A subsequent liquid/liquid extraction step, utilizing pentane and acetonitrile, resulted in 26.3% (wt/wt) capsiate and 19.4% (wt/wt) dihydrocapsiate for a combined capsinoids yield of... [more]
36155. LAPSE:2023.2976
Recent Progress Using Solid-State Materials for Hydrogen Storage: A Short Review
February 21, 2023 (v1)
Subject: Materials
Keywords: hydrogen spin isomers, hydrogen storage, interfacial properties, physical adsorption of hydrogen, spillover effect
With the rapid growth in demand for effective and renewable energy, the hydrogen era has begun. To meet commercial requirements, efficient hydrogen storage techniques are required. So far, four techniques have been suggested for hydrogen storage: compressed storage, hydrogen liquefaction, chemical absorption, and physical adsorption. Currently, high-pressure compressed tanks are used in the industry; however, certain limitations such as high costs, safety concerns, undesirable amounts of occupied space, and low storage capacities are still challenges. Physical hydrogen adsorption is one of the most promising techniques; it uses porous adsorbents, which have material benefits such as low costs, high storage densities, and fast charging−discharging kinetics. During adsorption on material surfaces, hydrogen molecules weakly adsorb at the surface of adsorbents via long-range dispersion forces. The largest challenge in the hydrogen era is the development of progressive materials for efficie... [more]
36156. LAPSE:2023.2975
Multi-Indicators Decision for Product Design Solutions: A TOPSIS-MOGA Integrated Model
February 21, 2023 (v1)
Subject: Process Design
Keywords: decision method, MOGA, multi-indicators, product design, TOPSIS
Design decisions occur in all phases of product design and largely affect the merits of the final solution, which will ultimately determine the success or failure of the product in the market. Product design is a continuous process, and a large number of existing studies have proposed decision methods and decision indicators for the characteristics of different stages of design. These methods and indicators can meet the requirements of one of the phases: demand analysis, conceptual design, or detailed design. However, further research can still be conducted on the integration of methods throughout the design phase, using intelligent design methods, and improving the design continuity and efficiency. To address this problem, a TOPSIS-MOGA-based multi-indicators decision model for product design solutions is proposed, including its product design process, decision algorithm, and selection method. First, a TOPSIS-MOGA integrated model for conceptual design and detailed design process is e... [more]
36157. LAPSE:2023.2974
Surface Hydrophobic Modification of Biochar by Silane Coupling Agent KH-570
February 21, 2023 (v1)
Subject: Modelling and Simulations
Keywords: biochar, hydrophobic modification, landfill cover, silane coupling agents
Biochar-amended soil cover (BSC) in landfills can improve the oxidation of methane. However, adding biochar can cause a larger amount of rainwater to enter the soil cover and landfill because it increases the permeability of the soil cover, which increases leachate production. Improving the hydrophobicity and waterproof ability of BSC is expected to reduce rainwater that goes into landfills. Silane coupling agent KH-570 is used to modify biochar to improve its hydrophobicity and waterproof ability after being added to the soil cover. The waterproofness of hydrophobic biochar-amended soil cover (HBSC) was studied by conducting a precipitation simulation test. Results showed that the optimum hydrophobicity of the surface-modified biochar was obtained when the mass fraction of KH-570 was 7%, the biochar dosage was 7 g, and the modification temperature was 60 °C. In these conditions, the contact angle was 143.99° and the moisture absorption rate was 0.10%. The analysis results of thermogra... [more]
36158. LAPSE:2023.2973
Microbial Control in the Primary Packaging of Pills Using Ionizing Radiation and Its Effect on Characteristic Constituents for Quality Control in Irradiated Pills
February 21, 2023 (v1)
Subject: Biosystems
Keywords: electron beams, gamma rays, indicator ingredients, microorganisms, natural products, pills, primary packaging, quality control, radiolysis, survival counts
Pharmaceutical products that mix natural raw materials are subject to unavoidable contamination with microorganisms from the environment and animals. This study focused on the effect of radiation on the quality of primary packaged pills, which are crude drug products. The pills, which were sealed in a sack for primary packaging laminated with polyethylene terephthalate, polyethylene, and aluminum foil, were irradiated by gamma rays or electron beam (EB). The survival counts of bacteria were reduced to 103 CFU/g or less by 6 kGy of irradiation. The counts of the spore-forming bacteria Bacillus megaterium, B. cereus, and Brevibacillus brevis in the pills were reduced to not over 100 CFU/g after 10 kGy irradiation. Although some of the cinnamaldehyde in the pills was oxidized to cinnamic acid, the decomposition of swertiamarin, berberine, glycyrrhizin, and cinnamaldehyde in the pills after 10 kGy irradiation were within the analytical accuracy by high-performance liquid chromatography. Ga... [more]
36159. LAPSE:2023.2972
(L.) Verdc Starch-Soluble Dietary Fibre Potential Nanocomposite: Thermal Behaviour, Morphology and Crystallinity
February 21, 2023 (v1)
Subject: Food & Agricultural Processes
Keywords: Bambara groundnut, nanocomposites, phase behaviour, soluble dietary fibre, starch
Bambara groundnut (BGN) starch-soluble dietary fibre nanocomposite (STASOL) was manufactured by grafting 1.95 g BGN soluble dietary fibre (BGN-SDF) onto 15 g BGN starch (BGNS). The particle sizes, functional groups, crystallinity, morphology and thermal properties of BGNS, BGN-SDF and STASOL were studied using a Zetasizer, Fourier transform infrared, X-ray diffraction, scanning electron microscope and differential scanning calorimetry, respectively. STASOL had a particle size and conductivity of 74.01 nm and −57.3 mV, respectively. BGN-SDF and STASOL were amorphous and BGNS was classified as type C starch, typical of legumes. The biopolymers had functional groups in the regions 2900−3600, 1600−1642, 900−1200 and 800−1300 cm−1, which could be attributed to the vibrational stretching of OH groups, vibration of OH groups in the non-crystalline region of starch, vibration of C-O, C-C and C-H-O bonds and the vibration of C-O and C-C bonds, respectively. BGNS had smooth, oval structures whil... [more]
36160. LAPSE:2023.2971
Implementation of System Pharmacology and Molecular Docking Approaches to Explore Active Compounds and Mechanism of Ocimum Sanctum against Tuberculosis
February 21, 2023 (v1)
Subject: Biosystems
Keywords: network pharmacology, Ocimum sanctum, tuberculosis
Worldwide, Tuberculosis (TB) is caused by Mycobacterium tuberculosis bacteria. Ocimum sanctum, commonly known as holy basil (Tulsi), is an herbaceous perennial that belongs to the family Lamiaceae and is considered one of the most important sources of medicine and drugs for the treatment of various diseases. The presented study aims to discover the potential phenomenon of Ocimum sanctum in the medicament of tuberculosis using a network pharmacology approach. Active ingredients of Ocimum sanctum were fetched through two different databases and from literature review and then targets of these compounds were harvested by SwissTargetPrediction. Potential targets of TB were downloaded from GeneCards and DisGNet databases. After screening of mutual targets, enrichment analysis through DAVID was performed. Protein−protein interaction was performed using the String database and visualized by Cytoscape. Then the target-compound-pathway network was constructed with Cytoscape. In the end, molecul... [more]
36161. LAPSE:2023.2970
Simultaneous Optimization of Extraction Yield, Phenolic Compounds and Antioxidant Activity of Moroccan Propolis Extracts: Improvement of Ultrasound-Assisted Technique Using Response Surface Methodology
February 21, 2023 (v1)
Subject: Food & Agricultural Processes
Keywords: antioxidant activity, Box–Behnken design, Moroccan propolis, phenolics, ultrasound-assisted extraction
Propolis has given rise to refreshing interest in recent years in the field of conventional medicine. Its extraction represents an important process that requires optimal conditions, which strongly affect the yield of extraction, total polyphenols, flavonoid content, and radical scavenging capacity markers. The objective of the present study was to optimize the ultrasound-assisted extraction conditions of Moroccan propolis. The studied responses were the extraction yield, total polyphenols, flavonoid contents (TPC, TFC), and antioxidant activity of the extract evaluated by DPPH-IC50 and FRAP-EC50 assays. The response surface methodology (RSM) and specifically the Box−Behnken design (BBD) were used, taking into account three variables: sonication time (min), solvent/propolis ratio (mL/g), and ethanol concentration (%). After the realization of experiments and data analysis, optimal response values were 15.39%, 192 mg GAE/g of propolis,45.15 mg QEq/g, 29.8 µg/mL, and 128.3 µmol Fe2+/g fo... [more]
36162. LAPSE:2023.2969
Chemical Interaction of Cr-Al-Cu Metal Powders in Aluminum-Assisted Transfer of Chromium in Submerged Arc Welding of Carbon Steel
February 21, 2023 (v1)
Subject: Process Control
Keywords: aluminum, chromium, copper, metal powder, oxygen potential, submerged arc welding
In submerged arc welding (SAW) of chromium containing steels, the chromium in the weld metal is usually sourced from weld wire. Manufacturing of precise weld wire compositions for alloying of the weld metal is expensive. In addition, alloying of weld metal with high levels of copper via weld wire is hindered by work hardening of the weld wire. In the SAW process, a large quantity of oxygen is added to the weld pool. Because chromium has a high affinity for oxygen, the oxygen partial pressure at the weld pool-molten flux interface must be controlled to ensure high recovery of chromium to the weld metal. This study illustrates the application of copper as stabilizer, in conjunction with aluminum, to enhance chromium transfer to the weld pool. The stabilizer effect occurs because the Cr-Al-Cu alloy liquidus temperatures are much lower than the pure Cr liquidus temperature. The result is an increase in the total quantity of Cr, Al, and Cu powder melted into the weld pool. The application o... [more]
36163. LAPSE:2023.2968
Interfacial Microstructure and Mechanical Reliability of Sn-58Bi/ENEPIG Solder Joints
February 21, 2023 (v1)
Subject: Materials
Keywords: ball grid array, electroless nickel-electroless palladium-immersion gold, intermetallic compound, Sn-58Bi
The 42 wt.% Sn−58 wt.% Bi (Sn-58Bi) Ball Grid Array (BGA) solder balls were mounted to electroless nickel-electroless palladium-immersion gold (ENEPIG) pads by employing the reflow process profile. The effects of reflow cycles and aging time on the interfacial microstructure and growth behavior of intermetallic compounds, as well as the mechanical properties, were investigated. Pd-Au-Sn intermetallic compound (IMC) was formed at the Sn-58Bi/ENEPIG interface. With the increase in reflow cycles and aging time, the IMC grew gradually. After five reflow cycles, the shear strength of the Sn-58Bi/ENEPIG solder joints first decreased and then increased. After 500 h of aging duration under −40 °C, the shear strength of the Sn-58Bi/ENEPIG solder joints decreased by about 12.3%. The fracture mode transferred from ductile fracture to ductile and brittle mixed fracture owing to the fact that the fracture location transferred from the solder matrix to the IMC interface with the increase in reflow c... [more]
36164. LAPSE:2023.2967
Brine and Post-Frying Oil Management in the Fish Processing Industry—A Concept Based on Oleaginous Yeast Culture
February 21, 2023 (v1)
Subject: Materials
Keywords: brine, fishery industry waste, single cell oil, Yarrowia lipolytica
Waste management solutions including the valorization of waste materials in biotechnological processes is an important issue needing to be explored. A significant amount of waste is being generated by the food industry. In this study, an attempt was made to utilize two fish industry wastes simultaneously—waste brine and post-frying oil from frying fish fillets in Yarrowia lipolytica culture with high single cell oil synthesis yield. Oxygenation in the culture medium had a positive effect on the biosynthesis efficiency of microbial oil, resulting in the highest content of lipids in yeast cells at the level of 0.431 g/g d.m (dry mass). Y. lipolytica yeast preferentially accumulated oleic acid and linoleic acid, and the high content of linolenic acid, valuable from a nutritional point of view, was also found in microbial oil. This study proved that the use of post-frying rapeseed oil gives a chance to obtain valuable storage lipids in Y. lipolytica yeast cells via ex novo biosynthesis pat... [more]
36165. LAPSE:2023.2966
Rye Flour and Rye Bran: New Perspectives for Use
February 21, 2023 (v1)
Subject: Food & Agricultural Processes
Keywords: biofuel, bran, feed, food additive, milling, phenolic compounds, rye, ultrafine grinding, wholemeal flour
Rye (Secale cereale L.) is abundantly cultivated in countries like Europe and North America, particularly in regions where soil and climate conditions are unfavorable for the growth of other cereals. Among all the cereals generally consumed by human beings, rye grains are characterized by the presence of the highest content of fiber. They are also a rich source of many phytochemical compounds, which are mainly distributed in the outer parts of the grain. This review focuses on the current knowledge regarding the characteristics of rye bran and wholemeal rye flour, as well as their applications in the production of both food and nonfood products. Previous studies have shown that the physicochemical properties of ground rye products are determined by the type of milling technique used to grind the grains. In addition, the essential biologically active compounds found in rye grains were isolated and characterized. Subsequently, the possibility of incorporating wholemeal rye flour, rye bra... [more]
36166. LAPSE:2023.2965
Elastic Correlative Least-Squares Reverse Time Migration Based on Wave Mode Decomposition
February 21, 2023 (v1)
Subject: Numerical Methods and Statistics
Keywords: heterogeneous, least-squares migration, reflectivity, reverse time migration, wave mode decomposition, wave mode decomposition
The conventional elastic least-squares reverse time migration (LSRTM) generally inverts the parameter perturbation of the model rather than the reflectivity of reflected P- and S-modes, which leads to difficulty in directly interpreting the physical properties of the subsurface media. However, an accurate velocity model that is needed by the separation of seismic records of conventional LSRTM is usually unavailable in real data, which limits its application. In this study, we introduce a new practical correlative LSRTM (CLSRTM) scheme based on wave mode decomposition without amplitude and phase distortion, which frees from separation of seismic records. In this study, we deduced the migration and the de-migration operators using the decoupled P- and S-wave equations in heterogeneous media, which needs no extra wavefield decomposition in simulated data. To accelerate the convergence and improve the efficiency of the inversion, we adopted an analytical step-length formula that can be inc... [more]
36167. LAPSE:2023.2964
Machine Learning Approaches for Discriminating Bacterial and Viral Targeted Human Proteins
February 21, 2023 (v1)
Subject: Biosystems
Keywords: classification, deep learning, DNN, host-pathogen interactions, infectious diseases, Machine Learning, pathogen-specific infection
Infectious diseases are one of the core biological complications for public health. It is important to recognize the pathogen-specific mechanisms to improve our understanding of infectious diseases. Differentiations between bacterial- and viral-targeted human proteins are important for improving both prognosis and treatment for the patient. Here, we introduce machine learning-based classifiers to discriminate between the two groups of human proteins. We used the sequence, network, and gene ontology features of human proteins. Among different classifiers and features, the deep neural network (DNN) classifier with amino acid composition (AAC), dipeptide composition (DC), and pseudo-amino acid composition (PAAC) (445 features) achieved the best area under the curve (AUC) value (0.939), F1-score (94.9%), and Matthews correlation coefficient (MCC) value (0.81). We found that each of the selected top 100 of the bacteria- and virus-targeted human proteins from a candidate pool of 1618 and 391... [more]
36168. LAPSE:2023.2963
The Use of Geothermal Energy for Heating Buildings as an Option for Sustainable Urban Development in Slovakia
February 21, 2023 (v1)
Subject: Environment
Keywords: geothermal energy, investment, renewable technology, thermal energy
The use of geothermal energy (GE) and the green economy in the environment of Slovak municipalities and towns is significant, due to the reduction in the negative influences and impacts of human society’s constant consumer lifestyle. The authors highlight the use of modern scientific knowledge, practical experience, and ever-improving technologies in the field of renewable energy sources RES. The aim of this contribution is to draw attention to the under-utilization of GE’s potential in Slovakia. Given the country’s commitment to meeting emission limits under EU carbon neutrality agreements by 2050, the use of this resource is very pertinent. Slovakia has significant geothermal resources that are not currently sufficiently utilized. The article suggests using GE to heat housing units of the housing estate near the geothermal source. Three scenarios (60 °C (pessimistic), 65 °C (conservative), and 70 °C (optimistic)) were considered in our energy balance and economic advantage calculatio... [more]
36169. LAPSE:2023.2962
Molecular Simulation Comparison of Two Ultrafine Coal-Based Activated Carbons for the Removal of Methylene Blue from Water
February 21, 2023 (v1)
Subject: Modelling and Simulations
Keywords: acting force, functional group, methylene blue, molecular simulation, ultrafine coal-based activated carbons
Coal-based activated carbons (CACs) have excellent valuable applications, and have been industrially produced. However, ultra-fine coal-based activated carbons (UCACs) and their removal of methylene blue (MB) have rarely been reported in the present literature. Two kinds of UCACs were obtained in this paper and the adsorption test of MB was carried out. The adsorption performance of MB on UCAC was simulated by Grand Canonical Monte Carlo (GC-MC) method. The experimental results were validated by molecular simulation, and the adsorption mechanism was investigated. The adsorption amount of MB, the d50, and specific surface area values of the UCACnew (obtained by the new method) and UCACcm (obtained by the conventional chemical method) were 746.95 mg/g, 12.54 μm, 1225.36 m2/g and 652.77 mg/g, 12.10 μm, 713.76 m2/g, respectively. The results of the molecular simulation calculations were consistent with the pattern of magnitude of the experimental results. The peak of the adsorption concent... [more]
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