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Variational quantum circuit-based quantum machine learning approach for predicting corrosion inhibition efficiency of pyridine-quinoline compounds

Materials Today Quantum

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Materials Today Quantum 2024年 2卷

作者： Muhamad Akrom Supriadi Rustad Hermawan Kresno Dipojono Study Program in Informatics Engineering Faculty of Computer Science Universitas Dian Nuswantoro Semarang 50131 Indonesia Research Center for Materials Informatics Faculty of Computer Science Universitas Dian Nuswantoro Semarang 50131 Indonesia Quantum and Nano Technologies Research Group Faculty of Industrial Technology Institut Teknologi Bandung Bandung 40132 Indonesia

This work used a variational quantum circuit (VQC) in conjunction with a quantitative structure-property relationship (QSPR) model to completely investigate the corrosion inhibition efficiency (CIE) displayed by pyridine-quinoline compounds acting as corrosion inhibitors. Compared to conventional methods like multilayer perceptron neural networks (MLPNN), the VQC model predicts the CIE more accurately. With a coefficient of determination (R 2 ), root mean square error (RMSE), mean absolute error (MAE), and mean absolute deviation (MAD) values of 0.989, 0.027, 0.024, and 0.019, respectively, VQC performs better. The established VQC model predicts the CIE with outstanding predictive accuracy for four newly synthesized pyrimidine derivative compounds: 1-(4-fluorophenyl)- 3-(4-(pyridin-4-ylmethyl)phenyl)urea (P1) , 1-phenyl-3-(4-(pyridin-4-ylmethyl)phenyl)urea (P2) , 1-(4-methylphenyl)-3-(4-(pyridin-4-ylmethyl)phenyl)urea (P3) , and quaternary ammonium salt dimer (P4) . It generates remarkably high CIE values of 92.87, 94.05, 94.96, and 96.93 for P1, P2, P3, and P4, respectively. With its ability to streamline the testing and production processes for novel anti-corrosion materials, this innovative approach holds the potential to revolutionize the market.

关键词： Variational quantum circuit QSPR Corrosion inhibition Pyridine-quinoline

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Effect of heat moisture treatment on psychochemical modification of sago starch

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AIP Conference Proceedings 2023年第1期2596卷

作者： Diyah Yumeina Kasmira Makkarennu Agricultural Engineering Study Program Faculty of Agriculture Hasanuddin University Jl. Perintis Kemerdekaan km. 10 Makassar Indonesia Faculty of Forestry Hasanuddin University Jl. Perintis Kemerdekaan km. 10 Makassar Indonesia

Sago starch produced in South Sulawesi has limited applications, including the loss of viscosity under low pH conditions, high temperature, or mechanical treatment. Physical modification to change the physicochemical characteristic of sago starch without destroying its granular structure is Heat-Moisture Treatment (HMT). HMT method was heating temperature variation treatment. During HMT, sago starch granular at low moisture levels is heated. This research of engineering technology means to physically modify sago starch by using different Heat Moisture Treatment (HMT), which in due course obtained sago starch with physiochemistry appropriate for specific application and consequently could be manufactured as raw materials for popular foods such as bread, various kinds of noodles, and biscuits.

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Causing factors of declining trend on samosir panorusan goat population as endangered species in Samosir Island 2

Causing factors of declining trend on samosir panorusan goat...

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2nd International Conference on Agriculture, Environment and Food Security, AEFS 2018

作者： Ginting, Nurzainah Manik, A. Hasnudi Ginting, N. Aulia, D.N. Marpaung, B.O. Rahman, N.V. Hasanah, U. Animal Production Program Study Faculty of Agriculture Universitas Sumatera Utara Medan Indonesia Architecture Program Study Faculty of Engineering Universitas Sumatera Utara Indonesia Toba Lake and Sustainable Tourism Working Group Universitas Sumatera Utara Medan Indonesia

A declining trend of Samosir Panorusan goat population has been identified. As the Panorusan is an endemic and endangered species goat where the pure breed only 250,000 heads left, a research was conducted in order to find the cause factors for declining trend of population from April to June 2018 in Pangururan District, Samosir Regency. The method used was multiple linier regression analysis with variabel limitations such as goat feed, disease, breeders'experience, local culture and marketing rate of productive ewe. This research was conducted by asking directly to Panorusan goat breeders. The total of 55 goat breeders was divided into 2-3 breeders/villages. The results of this study indicated that the variable of local culture was significantly as a dominant factor that causing a declining trend of Samosir Panorusan goat population. © Published under licence by IOP Publishing Ltd.

关键词： Regression analysis

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Analysis total plate count (tpc) and organoleptic test on seaweed chips 9

Analysis total plate count (tpc) and organoleptic test on se...

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9th International Seminar on New Paradigm and Innovation of Natural Sciences and Its Application, ISNPINSA 2019

作者： Zainuri, M. Endrawati, H. Winarni, S. Arifan, F. Setyawan, A. Hapsari, H.P. Department of Oceanography Faculty of Fisheries and Marine Science Diponegoro University Semarang Indonesia Department of Marine Sciences Faculty of Fisheries and Marine Science Diponegoro University Semarang Indonesia Department of Biostatistics and Population Study Public Health Diponegoro University Semarang Indonesia Programme Diploma of Chemical Engineering Vocational School Faculty Diponegoro University Semarang Indonesia Department of Physics Faculty of Science and Mathematics Diponegoro University Indonesia

Some seaweed in Indonesia has economic value, such as jelly-producing seaweed, namely Gracilaria, Gelidium, Gelidiopsis, and Hypnea, carrageenan-producing seaweed, namely Euchema spinosium, Euchema cottonii, Euchema striatum, algin-producing seaweed, that Sargassum, Macrocystis and Lessonia. This study aims to determine the microbial contamination on seaweed chips with total plate count (TPC) method and organoleptic test. The samples used were Sargassum chips and Eucheuma cottonii chips with variations in drying of seaweed raw materials. Seaweed chips samples were tested for microbial contamination. The number of microbial contamination on Sargassum chips was 2.6 102 CFU/ml and E. cottonii chips was 2.8 102 CFU/ml. Based on TPC analysis concluded that Sargassum chips and E. cottonii chips were both safe for consumption because the amount of microbial contamination does not exceed the maximum limit of the Indonesian National Standard, which is 105 CFU/ml. Based on organoleptic tests, Sargassum chips were preferable than E. cottonii chips. © Published under licence by IOP Publishing Ltd.

关键词： Seaweed

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Electro-Fenton for Industrial Wastewater Treatment: A Review 4

Electro-Fenton for Industrial Wastewater Treatment: A Review

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4th International Conference on Energy, Environment, Epidemiology and Information System, ICENIS 2019

作者： Marlina, Elin Purwanto Master Program of Environmental Science School of Postgraduate Studies Diponegoro University Semarang Indonesia Department of Chemical Engineering Faculty of Engineering Diponegoro University Semarang Indonesia

Electro-Fenton is part of electrochemical advanced oxidation processes (EAOPs) which have been widely used to treat various types of waste such as color, drugs, phenol compounds, leachate, surfactants, and others. This article focuses on the effects of various operating parameters and recent developments in the electro-Fenton process, and then their optimum ranges for maximum pollutant removal and various pollutants removed by this process is observed. © The Authors, published by EDP Sciences, 2019.

关键词： Wastewater treatment

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The effect of process temperature and financial feasibility on layer chicken salted egg

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AIP Conference Proceedings 2024年第1期2970卷

作者： Erdi Suroso Tanto Pratondo Utomo Sandi Asmara Purnama Edi Santosa M. Ariq Ibrahim Rita Monica Sitorus Dwi Apriyani Nurhayati Rendi Sagita Putri Faradila Khofifah Tul Napsiyah Azizah Mutia Okti Vanesha Arby Tamaila Irsyad Rafli Muhammad Abuzar Ghifari Agroindustrial Technology Study Program Agriculture Faculty Lampung University Jl. Prof. Dr. Ir. Soemantri Brodjonegoro No. 1 Bandar Lampung Lampung 35145 Indonesia Agriculture and Biosystem Engineering Study Program Agriculture Faculty Lampung University Jl. Prof. Dr. Ir. Soemantri Brodjonegoro No. 1 Bandar Lampung Lampung 35145 Indonesia Husbandary Study Program Agriculture Faculty Lampung University Jl. Prof. Dr. Ir. Soemantri Brodjonegoro No. 1 Bandar Lampung Lampung 35145 Indonesia Student of Agroindustrial Technology Study Program Agriculture Faculty Lampung University Jl. Prof. Dr. Ir. Soemantri Brodjonegoro No. 1 Bandar Lampung Lampung 35145 Indonesia

Salted eggs in Indonesia are produced using duck eggs, but in this research salted egg are examined using layer chicken egg especially for diversification and effort to improve its added value. This research aims to examine production of layer chicken salted egg in different temperature processes and its finansial feasibility. The results show that the most suitable temperature process for layer chicken salted egg is 45°C for 4 days based on organoleptic test result on egg yolk, egg white, and overall performance.

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Recent advancements in the targeted delivery of Gemcitabine: Harnessing nanomedicine for enhanced cancer therapy

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OpenNano 2023年 13卷

作者： Pourmadadi, Mehrab Aslani, Ali Hassan, Dilawar Sani, Ayesha Rahdar, Abbas I． Medina, Dora Abdouss, Majid Romanholo Ferreira, Luiz Fernando Department of Biotechnology School of Chemical Engineering College of Engineering University of Tehran Tehran Iran Department of Chemistry Amirkabir University of Technology Tehran Iran Tecnologico de Monterrey School of Engineering and Sciences Atizapan de Zaragoza Estado de Mexico 52926 Mexico Department of Physics Faculty of Sciences University of Zabol Zabol 538-98615 Iran Tecnologico de Monterrey Institute of Advanced Materials for Sustainable Manufacturing Nuevo Leon Monterrey 64849 Mexico Graduate Program in Process Engineering Tiradentes University (UNIT) Av. Murilo Dantas 300 Farolândia Aracaju-Sergipe 49032-490 Brazil Institute of Technology and Research (ITP) Tiradentes University (UNIT) Av. Murilo Dantas 300 Farolândia Aracaju-Sergipe 49032-490 Brazil

Gemcitabine (GEM) is a chemotherapeutic drug widely used for treating pancreatic cancer and other cancers. Despite its efficacy, GEM is associated with adverse side effects and tumor resistance, hampering its therapeutic outcomes. To address these challenges, innovative strategies have emerged to enhance GEM delivery. This comprehensive review explores various distribution systems, including polymer-based platforms, liposomes, and inorganic nanoparticles, highlighting their unique characteristics for improving GEM efficacy in cancer treatment. Additionally, we discuss the promising approach of codelivery with genes and present several methods for augmenting GEM's chemotherapeutic properties. Our findings shed light on novel insights and provide recommendations for overcoming the limitations associated with GEM, guiding researchers and clinicians toward more effective cancer therapies. © 2023 The Authors

关键词： Co-delivery Inorganic nanoparticles Lipid-based nanoparticles Polymeric nanoparticles

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Carbon dioxide capture using waste tire based adsorbent

Carbon dioxide capture using waste tire based adsorbent

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International Conference on Mechanical engineering, Energy and Advanced Materials, ICMEEAM 2018

作者： Duduku, K. Anisuzzaman, S.M. Bono Teo, B.K. Rao, V.V.B. Chemical Engineering Program Faculty of Engineering Universiti Malaysia Sabah Sabah Kota Kinabalu88400 Malaysia College of Technology Osmania University Hyderabad500007 India

In this study, a waste tire derived activated carbon (AC) was assessed as a solid sorbent for CO2 capture. The objectives of this study is to determine the effectiveness of AC from waste rubber tire via chemically activation with potassium hydroxide (KOH) as a low cost solid adsorbent on the adsorption of CO2 from the mixture of N2 and CO2 at different adsorption temperature, adsorption flow rate and impregnation ratio. The reactor temperatures were 30°C, 40 °C and 50°C and the flow rate was 50 cm3/min, with an impregnation ratio of 1 and 1.5. The breakthrough time was found to decrease with increasing of impregnation ratio of KOH and decreasing of adsorption temperature and flow rate. The AC with 1.5 KOH impregnation ratio has shown the best CO2 adsorption capacity among the adsorbents studied and the adsorption capacity is 238.7mg/g of adsorbent at 30°C. © 2019 IOP Publishing Ltd. All rights reserved.

关键词： Carbon dioxide

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Product design of memory-boosting jelly drink for young adult

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AIP Conference Proceedings 2022年第1期2537卷

作者： Misri Gozan Brigitta Angelina Cindyara Nayanda Nur Annisa Ruth Silva Amanat Taqwa Woro Bismo 1Bioprocess Engineering Program Department of Chemical Engineering Faculty of Engineering Universitas Indonesia Kampus UI Depok West Java 16424 Indonesia 2Research Center for Biomedical Engineering Faculty of Engineering Universitas Indonesia Kampus UI Depok West Java 16424 Indonesia

Memory loss can occur in an older adult or even a younger age person. From our preliminary survey with 85 respondents, 91% of respondents ever experienced memory loss symptoms, and 63% have ever consumed memory-boosting products. This study examines a product development of a jelly drink for memory boosting, especially for youth and young adults using Brahmi (Bacopa monnieri), one of the herbal plants that can increase cell neurogenesis in the hippocampus. Initially, the needs of the respondents were classified, benchmarked with available similar products, and then transformed into specifications. The concept generation and selection were carried to fulfill the specification, including regulatory requirements. Three concepts were market-tested in jelly drink, milkshake, and syrup, where 53% prefer jelly drink. The final; formulation ingredients include Bacopa monnieri, Honey, Blueberry extract, Sugar, Agar, Jelly, Water, and Sodium benzoate.

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Techno-Economic evaluation of oil palm empty fruit bunch-based encapsulated lignin production process

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AIP Conference Proceedings 2022年第1期2537卷

作者： Muhammad Yusuf Arya Ramadhan Sarah Salsabila Muhammad Arif Darmawan Misri Gozan 1Bioprocess Engineering Program Department of Chemical Engineering Faculty of Engineering Universitas Indonesia Kampus UI Depok West Java 16424 Indonesia 2Research Center for Biomedical Engineering Faculty of Engineering Universitas Indonesia Kampus UI Depok West Java 16424 Indonesia

Oil Palm Empty Fruit Bunch (EFB) is the main solid waste from the palm oil processing industry. One of the main constituent polymers of Oil Palm EFB is lignin. Currently, lignin is used as wood adhesives. The antioxidant activity of lignin has received much attention recently because of the structure of the polyphenols possessed by lignin. Although previous studies have shown that lignin has antioxidant activity, lignin is easily oxidized while in storage. Therefore, we need materials to maintain lignin stability. This research analyzes the investment feasibility of a lignin production plant encapsulated from oil palm empty fruit bunches (EFB) as raw material. The factory will be built in the Kertajaya area, Banten, Indonesia, with a project life span of 15 years and is targeted to meet a 1% market share. This study compared four pretreatment processes: alkaline with NaOH, acid-alkaline, steam explosion, and alkaline with NH4OH. The production process simulation uses the SuperPro Designer v9.5 to obtain mass, energy, and economic parameter data. Simulations show the production of encapsulated lignin with the alkaline pretreatment using the NaOH method as the best alternative with the profitability parameters in the form of NPV, IRR, and PBP, of USD 6,078,000; 35.23 % and 3.19 years, respectively, at the product selling price of USD 40/kg.

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