Pub Date : 2018-06-01DOI: 10.1016/J.MD.2018.11.003
M. Rbaa, H. Lgaz, Y. Kacimi, B. Lakhrissi, F. Bentiss, A. Zarrouk
{"title":"Synthesis, characterization and corrosion inhibition studies of novel 8-hydroxyquinoline derivatives on the acidic corrosion of mild steel: Experimental and computational studies","authors":"M. Rbaa, H. Lgaz, Y. Kacimi, B. Lakhrissi, F. Bentiss, A. Zarrouk","doi":"10.1016/J.MD.2018.11.003","DOIUrl":"https://doi.org/10.1016/J.MD.2018.11.003","url":null,"abstract":"","PeriodicalId":100888,"journal":{"name":"Materials Discovery","volume":"41 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84850874","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2018-06-01DOI: 10.1016/j.md.2018.11.004
Titus Thankachan , K. Sooryaprakash , C. Saranya , V. Inigovalan
In this research effect of tin on pure magnesium based on the various mechanical, electrical and thermal properties were investigated and analysed based on certain effective mathematical models already established. The models exploited in this work involve Voigt, Reuss method from Rule of Mixture, Paul method, Maxwell method and P.G. Klemens method. The tensile strength and density values were found increasing with respect to the increment in the alloying percentage of tin while the yield strength decreased. However, any of the developed models was found not to be efficient to provide the values for electrical conductivity during validation.
{"title":"Mathematical analysis on the effect of tin on mechanical, electrical and thermal properties in magnesium-tin alloys","authors":"Titus Thankachan , K. Sooryaprakash , C. Saranya , V. Inigovalan","doi":"10.1016/j.md.2018.11.004","DOIUrl":"https://doi.org/10.1016/j.md.2018.11.004","url":null,"abstract":"<div><p>In this research effect of tin on pure magnesium based on the various mechanical, electrical and thermal properties were investigated and analysed based on certain effective mathematical models already established. The models exploited in this work involve Voigt, Reuss method from Rule of Mixture, Paul method, Maxwell method and P.G. Klemens method. The tensile strength<span> and density values were found increasing with respect to the increment in the alloying percentage of tin while the yield strength decreased. However, any of the developed models was found not to be efficient to provide the values for electrical conductivity during validation.</span></p></div>","PeriodicalId":100888,"journal":{"name":"Materials Discovery","volume":"12 ","pages":"Pages 55-62"},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1016/j.md.2018.11.004","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72107379","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2018-06-01DOI: 10.1016/j.md.2018.11.001
A. Saady , F. El-Hajjaji , M. Taleb , K. Ismaily Alaoui , A. El Biache , A. Mahfoud , G. Alhouari , B. Hammouti , D.S. Chauhan , M.A. Quraishi
The anti-corrosive behavior of 2-(4-methylbenzylidene)-3-oxo-2,3-dihydro-1H-indene-1-carboxylic acid (MIC), 2-(hydroxymethylene)-3,3-dimethyl-3-oxo-2,3-dihydro-1H-indene-1-one (HIO) and 2-benzylidene-3-oxo-2,3-dihydro-1H-indene-1-carboxylic acid (BIC) on mild steel in 1 M HCl was studied using gravimetric, electrochemical measurements (Potentiodynamic polarization and impedance spectroscopy), surface analysis and theoretical studies. The obtained results showed that these compounds possess good inhibiting properties for mild steel corrosion in 1 M HCl solution. The inhibition efficiency increased with inhibitor concentration and reached 92%, 87% and 90% at the optimum concentration of MIC, HIO and BIC respectively. Accordingly, the inhibition was assumed to occur via adsorption of inhibitor molecules on metal surface. Langmuir isotherm was used to approximate the adsorption process of the studied Indanone derivatives. Moreover, the analysis of polarization curves shows that MIC exhibits a mixed-type behavior, while HIO and BIC behave as mixed-type inhibitors with an anodic predominance. Impedance data are analyzed in terms of the modified Randles equivalent circuit with single relaxation time constant characteristic of charge transfer process. DFT calculations indicated correlation between molecular structure of studied inhibitors and the corresponding inhibition efficiencies.
2-(4-甲基亚苄基)-3-氧代-2,3-二氢-1H-茚-1-羧酸(MIC)、2-(羟基亚甲基)-3,3-二甲基-3-氧代-2,3-二氢-1H-茚-1-酮(HIO)和2-亚苄基-3-氧代-3,3-二水-1H-茚-1-羧酸(BIC)对低碳钢的防腐性能 使用重量分析、电化学测量(电位动态极化和阻抗谱)、表面分析和理论研究对M HCl进行了研究。结果表明,这些化合物对1 M HCl溶液。抑制效率随抑制剂浓度的增加而增加,在MIC、HIO和BIC的最佳浓度下分别达到92%、87%和90%。因此,假设抑制作用是通过抑制剂分子在金属表面上的吸附而发生的。采用Langmuir等温线对所研究的茚酮衍生物的吸附过程进行了近似。此外,极化曲线分析表明,MIC表现出混合型行为,而HIO和BIC表现为混合型抑制剂,具有阳极优势。利用具有电荷转移过程单弛豫时间常数特性的改进Randles等效电路对阻抗数据进行了分析。DFT计算表明,所研究的抑制剂的分子结构和相应的抑制效率之间存在相关性。
{"title":"Experimental and theoretical tools for corrosion inhibition study of mild steel in aqueous hydrochloric acid solution by new indanones derivatives","authors":"A. Saady , F. El-Hajjaji , M. Taleb , K. Ismaily Alaoui , A. El Biache , A. Mahfoud , G. Alhouari , B. Hammouti , D.S. Chauhan , M.A. Quraishi","doi":"10.1016/j.md.2018.11.001","DOIUrl":"https://doi.org/10.1016/j.md.2018.11.001","url":null,"abstract":"<div><p>The anti-corrosive behavior of 2-(4-methylbenzylidene)-3-oxo-2,3-dihydro-1<em>H</em>-indene-1-carboxylic acid (MIC), 2-(hydroxymethylene)-3,3-dimethyl-3-oxo-2,3-dihydro-1<em>H</em>-indene-1-one (HIO) and 2-benzylidene-3-oxo-2,3-dihydro-1<em>H</em>-indene-1-carboxylic acid (BIC) on mild steel in 1 M HCl was studied using gravimetric, electrochemical measurements (Potentiodynamic polarization and impedance spectroscopy), surface analysis and theoretical studies. The obtained results showed that these compounds possess good inhibiting properties for mild steel corrosion in 1 M HCl solution. The inhibition efficiency increased with inhibitor concentration and reached 92%, 87% and 90% at the optimum concentration of MIC, HIO and BIC respectively. Accordingly, the inhibition was assumed to occur via adsorption of inhibitor molecules on metal surface. Langmuir isotherm was used to approximate the adsorption process of the studied Indanone derivatives. Moreover, the analysis of polarization curves shows that MIC exhibits a mixed-type behavior, while HIO and BIC behave as mixed-type inhibitors with an anodic predominance. Impedance data are analyzed in terms of the modified Randles equivalent circuit with single relaxation time constant characteristic of charge transfer process. DFT calculations indicated correlation between molecular structure of studied inhibitors and the corresponding inhibition efficiencies.</p></div>","PeriodicalId":100888,"journal":{"name":"Materials Discovery","volume":"12 ","pages":"Pages 30-42"},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1016/j.md.2018.11.001","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72107378","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2018-06-01DOI: 10.1016/j.md.2018.11.003
M. Rbaa , H. Lgaz , Y. El Kacimi , B. Lakhrissi , F. Bentiss , A. Zarrouk
Two newly substituted 8-Hydroxyquinoline derivatives, namely 5-((2-(4-bromophenyl)-5, 6-dimethyl-1H-benzimidazol-1-yl) methyl) quinolin-8-ol (BQM) and 5-((2-(4-bromophenyl)-1H-benzimidazol-1-yl) methyl) quinolin-8-ol (BQ) were synthesized and identified by elemental analysis, IR, 1H NMR and 13C NMR spectroscopy. The corrosion inhibition of BQM and BQ in molar hydrochloric acid for mild steel was evaluated using weight loss and electrochemical techniques. It is found also that the inhibition efficiency of these compounds slight decreases with temperature. Both inhibitors adsorption onto the steel surface was found to follow the Langmuir model. Additionally, DFT calculations and Molecular Dynamic simulations (MD) help to gain like wiser insight about corrosion fact.
{"title":"Synthesis, characterization and corrosion inhibition studies of novel 8-hydroxyquinoline derivatives on the acidic corrosion of mild steel: Experimental and computational studies","authors":"M. Rbaa , H. Lgaz , Y. El Kacimi , B. Lakhrissi , F. Bentiss , A. Zarrouk","doi":"10.1016/j.md.2018.11.003","DOIUrl":"https://doi.org/10.1016/j.md.2018.11.003","url":null,"abstract":"<div><p><span>Two newly substituted 8-Hydroxyquinoline derivatives, namely 5-((2-(4-bromophenyl)-5, 6-dimethyl-1H-benzimidazol-1-yl) methyl) quinolin-8-ol (BQM) and 5-((2-(4-bromophenyl)-1H-benzimidazol-1-yl) methyl) quinolin-8-ol (BQ) were synthesized and identified by elemental analysis, IR, </span><sup>1</sup>H NMR and <sup>13</sup><span><span>C NMR spectroscopy. The corrosion inhibition of BQM and BQ in molar hydrochloric acid for mild steel was evaluated using weight loss and </span>electrochemical techniques. It is found also that the inhibition efficiency of these compounds slight decreases with temperature. Both inhibitors adsorption onto the steel surface was found to follow the Langmuir model. Additionally, DFT calculations and Molecular Dynamic simulations (MD) help to gain like wiser insight about corrosion fact.</span></p></div>","PeriodicalId":100888,"journal":{"name":"Materials Discovery","volume":"12 ","pages":"Pages 43-54"},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1016/j.md.2018.11.003","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72107380","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2018-03-01DOI: 10.1016/j.md.2018.07.001
P. Lavanya , N. Vijayakumari
Eco-friendly ceramic/polymer bio-composite can address the constraints of traditional ceramic hard tissue replacements, such as, fragility and trouble in formability. However, the common processes for the preparation of ceramic/polymer bio-composite frequently utilize synthetic, natural polymers which might be destructive to tissues. In addition, the polymer materials may cover the bio-ceramics and obstruct their contact to the scaffold exterior, thus reducing the probability that the seeded bone cells will create exposure to the ceramics materials. In this investigation, a fresh ceramic/polymer bio-composite was created by high exposure of the bio-ceramics to the composite surface for effective bone tissue design. Poly (d, l- Alanine)/minerals (Mn, Cu) substituted-hydroxyapatite (MnCuHA/PA) bio-composite were fabricated by the solvent casting method. The chemical structure, crystalline nature, and morphology of as-prepared bio-composite were characterized by FTIR, XRD and SEM, EDX. Moreover, the in vitro antibacterial, in vitro cytocompatible properties of as-prepared bio-composite were evaluated. The physic-chemical and biological results showed MnCuHA/PA bio-composites are promising materials for bone tissue engineering applications.
{"title":"Fabrication of Poly (d, l- Alanine)/minerals substituted hydroxyapatite bio-composite for bone tissue applications","authors":"P. Lavanya , N. Vijayakumari","doi":"10.1016/j.md.2018.07.001","DOIUrl":"https://doi.org/10.1016/j.md.2018.07.001","url":null,"abstract":"<div><p><span>Eco-friendly ceramic/polymer bio-composite can address the constraints of traditional ceramic<span> hard tissue replacements, such as, fragility and trouble in formability. However, the common processes for the preparation of ceramic/polymer bio-composite frequently utilize synthetic, natural polymers which might be destructive to tissues. In addition, the polymer materials may cover the bio-ceramics and obstruct their contact to the scaffold exterior, thus reducing the probability that the seeded bone cells will create exposure to the ceramics materials. In this investigation, a fresh ceramic/polymer bio-composite was created by high exposure of the bio-ceramics to the composite surface for effective bone tissue design. Poly (d, </span></span><span>l</span><span><span>- Alanine)/minerals (Mn, Cu) substituted-hydroxyapatite (MnCuHA/PA) bio-composite were fabricated by the solvent casting method. The chemical structure, crystalline nature, and morphology of as-prepared bio-composite were characterized by FTIR, </span>XRD<span> and SEM, EDX. Moreover, the </span></span><em>in vitro</em> antibacterial, <em>in vitro</em> cytocompatible properties of as-prepared bio-composite were evaluated. The physic-chemical and biological results showed MnCuHA/PA bio-composites are promising materials for bone tissue engineering applications.</p></div>","PeriodicalId":100888,"journal":{"name":"Materials Discovery","volume":"11 ","pages":"Pages 14-18"},"PeriodicalIF":0.0,"publicationDate":"2018-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1016/j.md.2018.07.001","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72115256","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2018-03-01DOI: 10.1016/J.MD.2018.06.002
Spencer Pfeifer, B. Pokuri, Pengfei Du, B. Ganapathysubramanian
{"title":"Process optimization for microstructure-dependent properties in thin film organic electronics","authors":"Spencer Pfeifer, B. Pokuri, Pengfei Du, B. Ganapathysubramanian","doi":"10.1016/J.MD.2018.06.002","DOIUrl":"https://doi.org/10.1016/J.MD.2018.06.002","url":null,"abstract":"","PeriodicalId":100888,"journal":{"name":"Materials Discovery","volume":"42 1","pages":"6-13"},"PeriodicalIF":0.0,"publicationDate":"2018-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72638554","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
The processing conditions during solvent-based fabrication of thin film organic electronics significantly determine the ensuing microstructure. The microstructure, in turn, is one of the key determinants of device performance. In recent years, one of the foci in organic electronics has been to identify processing conditions for enhanced performance. This has traditionally involved either trial-and-error exploration, or a parametric sweep of a large space of processing conditions, both of which are time and resource intensive. This is especially the case when the process → structure and structure → property simulators are computationally expensive to evaluate.
In this work, we integrate an adaptive-sampling based, gradient-free, Bayesian optimization routine with a phase-field morphology evolution framework that models solvent-based fabrication of thin film polymer blends (process → structure simulator) and a graph-based morphology characterization framework that evaluates the photovoltaic performance of a given morphology (structure → property simulator). The Bayesian optimization routine adaptively adjusts the processing parameters to rapidly identify optimal processing configurations, thus reducing the computational effort in process → structure → property explorations. This serves as a modular, parallel ‘wrapper’ framework that facilitates swapping-in other process simulators and device simulators for general process → structure → property optimization. We showcase this framework by identifying two processing parameters, the solvent evaporation rate and the substrate patterning wavelength, in a model system that results in a device with enhanced photovoltaic performance evaluated as the short-circuit current of the device. The methodology presented here provides a modular, scalable and extensible approach towards the rational design of tailored microstructures with enhanced functionalities.
{"title":"Process optimization for microstructure-dependent properties in thin film organic electronics","authors":"Spencer Pfeifer , Balaji Sesha Sarath Pokuri , Pengfei Du, Baskar Ganapathysubramanian","doi":"10.1016/j.md.2018.06.002","DOIUrl":"https://doi.org/10.1016/j.md.2018.06.002","url":null,"abstract":"<div><p>The processing conditions during solvent-based fabrication of thin film organic electronics significantly determine the ensuing microstructure. The microstructure, in turn, is one of the key determinants of device performance. In recent years, one of the foci in organic electronics has been to identify processing conditions for enhanced performance. This has traditionally involved either trial-and-error exploration, or a parametric sweep of a large space of processing conditions, both of which are time and resource intensive. This is especially the case when the process → structure and structure → property simulators are computationally expensive to evaluate.</p><p><span>In this work, we integrate an adaptive-sampling based, gradient-free, Bayesian optimization routine with a phase-field morphology evolution framework that models solvent-based fabrication of thin film polymer blends<span> (process → structure simulator) and a graph-based morphology characterization framework that evaluates the photovoltaic performance of a given morphology (structure → property simulator). The Bayesian optimization routine adaptively adjusts the processing parameters to rapidly identify optimal processing configurations, thus reducing the computational effort in </span></span><em>process</em> → <em>structure</em> → <em>property</em> explorations. This serves as a modular, parallel ‘wrapper’ framework that facilitates swapping-in other process simulators and device simulators for general process → structure → property optimization. We showcase this framework by identifying two processing parameters, the solvent evaporation rate and the substrate patterning wavelength, in a model system that results in a device with enhanced photovoltaic performance evaluated as the short-circuit current of the device. The methodology presented here provides a modular, scalable and extensible approach towards the rational design of tailored microstructures with enhanced functionalities.</p></div>","PeriodicalId":100888,"journal":{"name":"Materials Discovery","volume":"11 ","pages":"Pages 6-13"},"PeriodicalIF":0.0,"publicationDate":"2018-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1016/j.md.2018.06.002","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72106635","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2018-03-01DOI: 10.1016/j.md.2018.05.001
Dheeraj Singh Chauhan , C.S.A. Gopal , D. Kumar , N. Mahato , M.A. Quraishi , M.H. Cho
Microwave assisted synthesis of ZnO nanoparticles was performed at varying pH of the synthesis medium. At pH 8 and 10, uniform and crystalline ZnO nanoparticles were formed whereas at pH 6, layered basic zinc acetate (LBZA) was obtained. The present work proposes a new strategy to synthesize LBZA via microwave irradiation method. As-prepared ZnO nanoparticles were used to study antibacterial behavior against pathogenic Gram-negative and Gram-positive bacteria viz. E. coli, P. aeruginosa, S. aureus and E. faecalis under dark condition. The results show a significant decrease in viability of pathogenic bacterial cells with increase in interaction time with ZnO nanoparticles.
{"title":"Microwave induced facile synthesis and characterization of ZnO nanoparticles as efficient antibacterial agents","authors":"Dheeraj Singh Chauhan , C.S.A. Gopal , D. Kumar , N. Mahato , M.A. Quraishi , M.H. Cho","doi":"10.1016/j.md.2018.05.001","DOIUrl":"https://doi.org/10.1016/j.md.2018.05.001","url":null,"abstract":"<div><p>Microwave assisted synthesis of ZnO nanoparticles was performed at varying pH of the synthesis medium. At pH 8 and 10, uniform and crystalline ZnO nanoparticles were formed whereas at pH 6, layered basic zinc acetate (LBZA) was obtained. The present work proposes a new strategy to synthesize LBZA via microwave irradiation method. As-prepared ZnO nanoparticles were used to study antibacterial behavior against pathogenic Gram-negative and Gram-positive bacteria viz. <em>E. coli</em>, <em>P. aeruginosa, S. aureus</em> and <em>E. faecalis</em> under dark condition. The results show a significant decrease in viability of pathogenic bacterial cells with increase in interaction time with ZnO nanoparticles.</p></div>","PeriodicalId":100888,"journal":{"name":"Materials Discovery","volume":"11 ","pages":"Pages 19-25"},"PeriodicalIF":0.0,"publicationDate":"2018-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1016/j.md.2018.05.001","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72115255","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2018-03-01DOI: 10.1016/J.MD.2018.05.001
D. S. Chauhan, C. Gopal, D. Kumar, Neelima Mahato, M. Quraishi, M. Cho
{"title":"Microwave induced facile synthesis and characterization of ZnO nanoparticles as efficient antibacterial agents","authors":"D. S. Chauhan, C. Gopal, D. Kumar, Neelima Mahato, M. Quraishi, M. Cho","doi":"10.1016/J.MD.2018.05.001","DOIUrl":"https://doi.org/10.1016/J.MD.2018.05.001","url":null,"abstract":"","PeriodicalId":100888,"journal":{"name":"Materials Discovery","volume":"43 1","pages":"19-25"},"PeriodicalIF":0.0,"publicationDate":"2018-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"91442970","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2018-03-01DOI: 10.1016/j.md.2018.06.001
Edward Swinnich, Yash Jayeshbhai Dave, E. Bruce Pitman, Scott Broderick, Baishakhi Mazumder, Jung-Hun Seo
In this study, the optical band gap of β-(AlxGa1-x)2O3 versus the Al composition x is predicted using principal component regression and a Gaussian stochastic process. Properties were sourced from other mature Al-alloyed compound semiconductors to form a band gap model. It is found that the electronic band gap, the thermal conductivity, and the Al composition have the greatest influences on the optical band gap. A final relation is generated from a hybrid informatics approach combining information gained from multiple models. The optical band gap of β-(AlxGa1-x)2O3 versus the Al composition is predicted and agrees well with measured optical band gap.
{"title":"Prediction of optical band gap of β-(AlxGa1-x)2O3 using material informatics","authors":"Edward Swinnich, Yash Jayeshbhai Dave, E. Bruce Pitman, Scott Broderick, Baishakhi Mazumder, Jung-Hun Seo","doi":"10.1016/j.md.2018.06.001","DOIUrl":"https://doi.org/10.1016/j.md.2018.06.001","url":null,"abstract":"<div><p>In this study, the optical band gap of β-(Al<sub>x</sub>Ga<sub>1-x</sub>)<sub>2</sub>O<sub>3</sub><span> versus the Al composition x is predicted using principal component regression and a Gaussian stochastic process. Properties were sourced from other mature Al-alloyed compound semiconductors to form a band gap model. It is found that the electronic band gap, the thermal conductivity, and the Al composition have the greatest influences on the optical band gap. A final relation is generated from a hybrid informatics approach combining information gained from multiple models. The optical band gap of β-(Al</span><sub>x</sub>Ga<sub>1-x</sub>)<sub>2</sub>O<sub>3</sub> versus the Al composition is predicted and agrees well with measured optical band gap.</p></div>","PeriodicalId":100888,"journal":{"name":"Materials Discovery","volume":"11 ","pages":"Pages 1-5"},"PeriodicalIF":0.0,"publicationDate":"2018-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1016/j.md.2018.06.001","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72106634","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}