Reagents in organic synthesis
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Reagents are important tools in organic synthesis. This document discusses reagents used in organic synthesis written by Dr. Gurumeet C Wadhawa from the Department of Chemistry at Karmaveer Bhaurao Patil College in Vashi, Navi Mumbai, India. The document focuses on different reagents and their applications in organic synthesis.
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Reagents in organic synthesis
The document summarizes various reagents used in organic synthesis, including their properties and reactions. It discusses sodium amide/ammonia for Birch reduction and benzyne formation. It also covers 1,3-propanedithiol for umpolung reactions to form cyclic ketones. Various oxidizing agents are described for baeyer-villiger oxidation and epoxidation reactions, including peracids, osmium tetroxide, and potassium permanganate. The effects of solvent and migratory aptitude in these reactions are also highlighted. Further reagents discussed include diisobutylaluminum hydride, Simmons-Smith reagent for cyclopropanation, and organoboranes.
Molecular rearrangement
There are five types of skeletal rearrangements: electron deficient, electron rich, radical, rearrangements on aromatic rings, and sigmatropic rearrangements. Molecular rearrangements involve the migration of a group from one atom to another within the same molecule. Examples include the Wagner-Meerwein rearrangement, pinacol-pinacolone rearrangement, and Cope rearrangement. Rearrangements are driven by stability of the carbocation intermediate or relief of ring strain.
Heck reaction
The document introduces the Heck reaction, which is a coupling reaction where a metal catalyst aids in coupling two hydrocarbon fragments. Specifically, the Heck reaction involves converting a terminal alkene to an internal alkene. Richard Heck, Ei-ichi Negishi, and Akira Suzuki were jointly awarded the Nobel Prize in 2010 for their work developing palladium-catalyzed C-C cross coupling reactions, including the Heck reaction. The mechanism of the Heck reaction involves oxidative addition, insertion, β-H elimination, and reductive elimination steps.
Neber rearrgment
The Neber rearrangement is a base-induced rearrangement of O-acylated ketoximes to the corresponding α-amino ketones. It was discovered in 1926 by Neber and Friedolsheim during their investigation of the Beckmann rearrangement. The Neber rearrangement has since become an important synthetic tool for synthesizing heterocycles that use amino ketones as intermediates. It proceeds through an alkoxide-induced rearrangement of the O-acylated ketoxime to form an α-amino ketone product. There are some limitations in that aldoximes do not undergo the rearrangement and substrates generally require a methylene group in the α-position.
Rearrangement reactions
This document summarizes various types of rearrangement reactions in organic chemistry. It describes 15 categories of rearrangements including rearrangements to electron deficient carbons, nitrogens, and oxygens. For each category, 1-2 specific rearrangements are explained in more detail, including their mechanisms. Rearrangements discussed include the Wagner-Meerwein, Pinacol, Benzilic acid, Hofmann, Curtius, Lossen, Beckmann, Baeyer-Villiger, Stevens, Sommelet-Hauser, Wittig, Favorskii, Benzidine, Fries, and Claisen rearrangements. The document was prepared by a student as part of their coursework to provide an overview of
Nitrenes slideshare Reactive intermediates
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Retrosynthesis or the discconection approach
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The document summarizes various reagents used in organic synthesis, including their properties and reactions. It discusses sodium amide/ammonia for Birch reduction and benzyne formation. It also covers 1,3-propanedithiol for umpolung reactions to form cyclic ketones. Various oxidizing agents are described for baeyer-villiger oxidation and epoxidation reactions, including peracids, osmium tetroxide, and potassium permanganate. The effects of solvent and migratory aptitude in these reactions are also highlighted. Further reagents discussed include diisobutylaluminum hydride, Simmons-Smith reagent for cyclopropanation, and organoboranes.
Molecular rearrangement
There are five types of skeletal rearrangements: electron deficient, electron rich, radical, rearrangements on aromatic rings, and sigmatropic rearrangements. Molecular rearrangements involve the migration of a group from one atom to another within the same molecule. Examples include the Wagner-Meerwein rearrangement, pinacol-pinacolone rearrangement, and Cope rearrangement. Rearrangements are driven by stability of the carbocation intermediate or relief of ring strain.
Heck reaction
The document introduces the Heck reaction, which is a coupling reaction where a metal catalyst aids in coupling two hydrocarbon fragments. Specifically, the Heck reaction involves converting a terminal alkene to an internal alkene. Richard Heck, Ei-ichi Negishi, and Akira Suzuki were jointly awarded the Nobel Prize in 2010 for their work developing palladium-catalyzed C-C cross coupling reactions, including the Heck reaction. The mechanism of the Heck reaction involves oxidative addition, insertion, β-H elimination, and reductive elimination steps.
Neber rearrgment
The Neber rearrangement is a base-induced rearrangement of O-acylated ketoximes to the corresponding α-amino ketones. It was discovered in 1926 by Neber and Friedolsheim during their investigation of the Beckmann rearrangement. The Neber rearrangement has since become an important synthetic tool for synthesizing heterocycles that use amino ketones as intermediates. It proceeds through an alkoxide-induced rearrangement of the O-acylated ketoxime to form an α-amino ketone product. There are some limitations in that aldoximes do not undergo the rearrangement and substrates generally require a methylene group in the α-position.
Rearrangement reactions
This document summarizes various types of rearrangement reactions in organic chemistry. It describes 15 categories of rearrangements including rearrangements to electron deficient carbons, nitrogens, and oxygens. For each category, 1-2 specific rearrangements are explained in more detail, including their mechanisms. Rearrangements discussed include the Wagner-Meerwein, Pinacol, Benzilic acid, Hofmann, Curtius, Lossen, Beckmann, Baeyer-Villiger, Stevens, Sommelet-Hauser, Wittig, Favorskii, Benzidine, Fries, and Claisen rearrangements. The document was prepared by a student as part of their coursework to provide an overview of
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The document discusses nitrenes, which are electron deficient nitrogen species that can exist in singlet or triplet states. It describes various methods for generating nitrenes, such as through the decomposition of azides or oxidation of primary amino groups. The document also outlines several reactions of nitrenes, including their ability to insert into carbon-hydrogen bonds or undergo rearrangement reactions like the Hofmann, Curtius, Lossen, and Schmidt rearrangements.
Retrosynthesis or the discconection approach
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pericyclic reaction
Pericyclic reactions involve the formation and breaking of bonds in a concerted cyclic transition state. They can be classified as cycloadditions, electrocyclic reactions, sigmatropic rearrangements, cheletropic reactions, or group transfers. Examples of important pericyclic reactions discussed include the Diels-Alder reaction, 1,3-dipolar cycloadditions, Claisen rearrangement, and electrocyclic ring openings and closings. These reactions are useful in synthesis and occur in biological systems.
Radical retrosynthesis
1) Radical retrosynthesis uses one-electron disconnections to simplify synthesis, avoiding protecting groups, functional group interconversions, and redox steps. This enables more direct and minimal syntheses.
2) Radical cross-coupling reactions allow forming C-C and C-X bonds through hydrogen atom transfer or coupling of radicals with redox-active esters, sulfones, or other species. This provides unique chemoselectivity advantages over polar pathways.
3) Case studies demonstrate strategic benefits of radical cross-coupling for synthesis ideality, efficiency, selectivity, and modularity by opening new retrosynthetic opportunities not accessible through two-electron analysis.
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Rearrangement
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Carbanions
Carbanions are negatively charged carbon-containing ions that are important as reactive intermediates in organic chemistry. They are formed through heterolytic cleavage, where a carbon atom takes the bonding pair of electrons and becomes negatively charged. The stability of carbanions is affected by inductive, resonance, and electrongativity effects. More stable carbanions have electron donating groups, resonance structures that delocalize the negative charge, and electronegative atoms bonded to carbon. Carbanions undergo addition, elimination, substitution, and rearrangement reactions. They readily react with electrophiles due to their negative charge.
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Carbanions
Carbanions are carbon atoms with a negative charge that are formed through various mechanisms. They can be classified based on their formation method such as through heterocyclic cleavage, proton abstraction using a base, decarboxylation, addition of a nucleophile to an alkene, or formation of an organometallic compound. Carbanion stability depends on factors like the electronegativity of the carbon, inductive effects, resonance effects, and attachment to sulfur or phosphorus. Aromatic carbanions and those with electron-withdrawing groups are particularly stable due to resonance delocalization. Carbanions have applications in reactions like the Perkin reaction, Claisen condensation, benzoin condensation,
Dienone phenol rearragment
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Claisen rearrangement
The Claisen rearrangement is a thermal rearrangement reaction discovered by Rainer Ludwig Claisen in which the allyl group of a phenolic allyl ether migrates ortho to the phenol group. Key characteristics of the Claisen rearrangement are the inversion of the migrating allyl carbon and the intramolecular, unimolecular nature of the reaction. The mechanism involves a cyclic transition state that allows for migration to the ortho position, or para if both ortho positions are blocked.
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Carbanions are carbon atoms with a negative charge that are formed through various mechanisms. They can be classified based on their formation method such as through heterocyclic cleavage, proton abstraction using a base, decarboxylation, addition of a nucleophile to an alkene, or formation of an organometallic compound. Carbanion stability depends on factors like the electronegativity of the carbon, inductive effects, resonance effects, and attachment to sulfur or phosphorus. Aromatic carbanions and those with electron-withdrawing groups are particularly stable due to resonance delocalization. Carbanions have applications in reactions like the Perkin reaction, Claisen condensation, benzoin condensation,
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Claisen rearrangement
The Claisen rearrangement is a thermal rearrangement reaction discovered by Rainer Ludwig Claisen in which the allyl group of a phenolic allyl ether migrates ortho to the phenol group. Key characteristics of the Claisen rearrangement are the inversion of the migrating allyl carbon and the intramolecular, unimolecular nature of the reaction. The mechanism involves a cyclic transition state that allows for migration to the ortho position, or para if both ortho positions are blocked.
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This document discusses environmentally friendly synthetic strategies, specifically non-conventional methods like microwave irradiation and ultrasonication. It notes that these methods have advantages over conventional methods in being cleaner with higher yields and being more eco-friendly. The document outlines a strategy to synthesize new heterocyclic compounds by combining moieties like pyrazole, benzo-γ-pyrone, and quinoline, and studying the biological activity of the resulting products. It provides details on sonochemistry and microwave-assisted organic reactions, giving examples of reactions that can be performed using these techniques. The aims are to synthesize and characterize new heterocycles and evaluate their therapeutic potential, attempting the syntheses using both conventional and non-conventional
Introduction to Pharmaceuticak Industry.pptx
The document provides an overview of the pharmaceutical sector and its key business units and functions. It discusses:
1) The pharmaceutical sector can be classified into two main groups - drug discovery and manufacturing. Manufacturing is further divided into active pharmaceutical ingredients, generics, and biologics production.
2) Drug discovery is the most important process and involves significant time and costs to develop new drugs. The manufacturing areas have departments like production, quality control, quality assurance, process development, and engineering services.
3) The roles and educational qualifications required vary across the different business units and functions, but generally include degrees in fields like chemistry, pharmacy, biotechnology, engineering, and business administration. Senior roles often require a PhD
Mevolonic Acid.pptx
The document discusses the mevalonate and methylerythritol phosphate pathways which are used by nature to synthesize terpenoids. Terpenoids are derived from isoprene units which can be joined in head-to-tail or head-to-head fashion, resulting in hemiterpenes, monoterpenes, sesquiterpenes, diterpenes, sesterterpenes, triterpenes, and tetraterpenes. The mevalonate pathway is important for synthesizing steroids while the methylerythritol phosphate pathway may be more commonly used in most organisms. A variety of natural terpenoids derived from these pathways are then discussed, including their structures
Neighbouring Group Participation.pptx
(i) Non-classical carbocations display delocalization of sigma bonds through 3-center-2-electron bonds in bridged systems. Neighboring group participation can assist reactions by donating electrons through lone pairs, pi bonds, aromatic rings, or sigma bonds.
(ii) The pinacol-pinacolone rearrangement involves the migration of an alkyl group from one carbon to another after the loss of a leaving group from a vicinal diol. The migration is assisted by delocalization of the carbocation intermediate onto the oxygen atom.
(iii) In asymmetrical glycols, the group with greater ability for carbocation delocalization, such as phenyl, will migrate preferentially over
solid support.ppt
The document provides an overview of solid phase synthesis. It describes how solid phase synthesis involves coupling reagents to an inert solid support to perform multi-step organic synthesis. The key steps include attaching the starting material to a resin via a linker, performing sequential reactions on the bound intermediate, then cleaving the final product from the resin. The Merrifield method from 1963 pioneered this technique by automating the synthesis of peptides on an insoluble polystyrene resin, enabling efficient purification and the potential for parallel reactions.
Sonochemistry.pptx
This document provides an overview of ultrasound assisted organic synthesis (sonochemistry). It begins by defining ultrasound and discussing how it is used to promote and accelerate various organic chemical reactions. Key advantages of sonochemistry include increased reaction rates and product yields. It then discusses several examples of specific reaction types (e.g. condensation, substitution, addition) that have been improved through ultrasonic irradiation. The document also covers experimental parameters that can be optimized in sonochemical reactions as well as various applications in fields like pharmaceuticals, materials science, and environmental chemistry. In closing, it briefly introduces the concept of supercritical fluids.
Spectrophotometry.pptx
Spectrophotometry involves using a spectrophotometer to measure how much light is absorbed by a sample at different wavelengths. It relies on Beer's Law, which states that absorbance is directly proportional to concentration, path length, and absorptivity. A spectrophotometer directs light from a source through a sample and measures the intensity of the transmitted light, allowing the absorbance and concentration of the sample to be determined. Spectrophotometry is used in various applications including chemistry, medicine, and environmental monitoring.
stability study.pptx
The document discusses stability studies of drug formulations. It defines stability as the ability of a drug product to remain within established specifications over time under storage and usage conditions. Stability testing is conducted to determine shelf life, recommended storage conditions, and suitability of packaging. The main types of drug degradation discussed are physical degradation (changes in appearance, solubility) and chemical degradation (hydrolysis, oxidation). Specific examples of each type of degradation are provided.
More from wadhava gurumeet (20)
Recently uploaded
Direct Seeded Rice - Climate Smart Agriculture
Direct Seeded Rice - Climate Smart AgricultureInternational Food Policy Research Institute- South Asia Office
PPT on Direct Seeded Rice presented at the three-day 'Training and Validation Workshop on Modules of Climate Smart Agriculture (CSA) Technologies in South Asia' workshop on April 22, 2024.
Katherine Romanak - Geologic CO2 Storage.pdf
Presented at June 6-7 Texas Alliance of Groundwater Districts Business Meeting
ESA/ACT Science Coffee: Diego Blas - Gravitational wave detection with orbita...
ESA/ACT Science Coffee: Diego Blas - Gravitational wave detection with orbita...Advanced-Concepts-Team
Presentation in the Science Coffee of the Advanced Concepts Team of the European Space Agency on the 07.06.2024.
Speaker: Diego Blas (IFAE/ICREA)
Title: Gravitational wave detection with orbital motion of Moon and artificial
Abstract:
In this talk I will describe some recent ideas to find gravitational waves from supermassive black holes or of primordial origin by studying their secular effect on the orbital motion of the Moon or satellites that are laser ranged.Compexometric titration/Chelatorphy titration/chelating titration
Classification
Metal ion ion indicators
Masking and demasking reagents
Estimation of Magnisium sulphate
Calcium gluconate
Complexometric Titration/ chelatometry titration/chelating titration, introduction, Types-
1.Direct Titration
2.Back Titration
3.Replacement Titration
4.Indirect Titration
Masking agent, Demasking agents
formation of complex
comparition between masking and demasking agents,
Indicators/Metal ion indicators/ Metallochromic indicators/pM indicators,
Visual Technique,PM indicators (metallochromic), Indicators of pH, Redox Indicators
Instrumental Techniques-Photometry
Potentiometry
Miscellaneous methods.
Complex titration with EDTA.
Applied Science: Thermodynamics, Laws & Methodology.pdf
When I was asked to give a companion lecture in support of ‘The Philosophy of Science’ (https://shorturl.at/4pUXz) I decided not to walk through the detail of the many methodologies in order of use. Instead, I chose to employ a long standing, and ongoing, scientific development as an exemplar. And so, I chose the ever evolving story of Thermodynamics as a scientific investigation at its best.
Conducted over a period of >200 years, Thermodynamics R&D, and application, benefitted from the highest levels of professionalism, collaboration, and technical thoroughness. New layers of application, methodology, and practice were made possible by the progressive advance of technology. In turn, this has seen measurement and modelling accuracy continually improved at a micro and macro level.
Perhaps most importantly, Thermodynamics rapidly became a primary tool in the advance of applied science/engineering/technology, spanning micro-tech, to aerospace and cosmology. I can think of no better a story to illustrate the breadth of scientific methodologies and applications at their best.
Authoring a personal GPT for your research and practice: How we created the Q...
Thematic analysis in qualitative research is a time-consuming and systematic task, typically done using teams. Team members must ground their activities on common understandings of the major concepts underlying the thematic analysis, and define criteria for its development. However, conceptual misunderstandings, equivocations, and lack of adherence to criteria are challenges to the quality and speed of this process. Given the distributed and uncertain nature of this process, we wondered if the tasks in thematic analysis could be supported by readily available artificial intelligence chatbots. Our early efforts point to potential benefits: not just saving time in the coding process but better adherence to criteria and grounding, by increasing triangulation between humans and artificial intelligence. This tutorial will provide a description and demonstration of the process we followed, as two academic researchers, to develop a custom ChatGPT to assist with qualitative coding in the thematic data analysis process of immersive learning accounts in a survey of the academic literature: QUAL-E Immersive Learning Thematic Analysis Helper. In the hands-on time, participants will try out QUAL-E and develop their ideas for their own qualitative coding ChatGPT. Participants that have the paid ChatGPT Plus subscription can create a draft of their assistants. The organizers will provide course materials and slide deck that participants will be able to utilize to continue development of their custom GPT. The paid subscription to ChatGPT Plus is not required to participate in this workshop, just for trying out personal GPTs during it.
Randomised Optimisation Algorithms in DAPHNE
Slides from talk:
Aleš Zamuda: Randomised Optimisation Algorithms in DAPHNE .
Austrian-Slovenian HPC Meeting 2024 – ASHPC24, Seeblickhotel Grundlsee in Austria, 10–13 June 2024
https://ashpc.eu/
在线办理(salfor毕业证书)索尔福德大学毕业证毕业完成信一模一样
学校原件一模一样【微信：741003700 】《(salfor毕业证书)索尔福德大学毕业证》【微信：741003700 】学位证，留信认证（真实可查，永久存档）原件一模一样纸张工艺/offer、雅思、外壳等材料/诚信可靠,可直接看成品样本，帮您解决无法毕业带来的各种难题！外壳，原版制作，诚信可靠，可直接看成品样本。行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备。十五年致力于帮助留学生解决难题，包您满意。
本公司拥有海外各大学样板无数，能完美还原。
1:1完美还原海外各大学毕业材料上的工艺：水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠。文字图案浮雕、激光镭射、紫外荧光、温感、复印防伪等防伪工艺。材料咨询办理、认证咨询办理请加学历顾问Q/微741003700
【主营项目】
一.毕业证【q微741003700】成绩单、使馆认证、教育部认证、雅思托福成绩单、学生卡等！
二.真实使馆公证(即留学回国人员证明,不成功不收费)
三.真实教育部学历学位认证（教育部存档！教育部留服网站永久可查）
四.办理各国各大学文凭(一对一专业服务,可全程监控跟踪进度)
如果您处于以下几种情况：
◇在校期间，因各种原因未能顺利毕业……拿不到官方毕业证【q/微741003700】
◇面对父母的压力，希望尽快拿到；
◇不清楚认证流程以及材料该如何准备；
◇回国时间很长，忘记办理；
◇回国马上就要找工作，办给用人单位看；
◇企事业单位必须要求办理的
◇需要报考公务员、购买免税车、落转户口
◇申请留学生创业基金
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
11.1 Role of physical biological in deterioration of grains.pdf
Storagedeteriorationisanyformoflossinquantityandqualityofbio-materials.
Themajorcausesofdeteriorationinstorage
•Physical
•Biological
•Mechanical
•Chemical
Storageonlypreservesquality.Itneverimprovesquality.
Itisadvisabletostartstoragewithqualityfoodproduct.Productwithinitialpoorqualityquicklydepreciates
waterlessdyeingtechnolgyusing carbon dioxide chemicalspdf
The technology uses reclaimed CO₂ as the dyeing medium in a closed loop process. When pressurized, CO₂ becomes supercritical (SC-CO₂). In this state CO₂ has a very high solvent power, allowing the dye to dissolve easily.
20240520 Planning a Circuit Simulator in JavaScript.pptx
Evaporation step counter work. I have done a physical experiment.
(Work in progress.)
Describing and Interpreting an Immersive Learning Case with the Immersion Cub...
Current descriptions of immersive learning cases are often difficult or impossible to compare. This is due to a myriad of different options on what details to include, which aspects are relevant, and on the descriptive approaches employed. Also, these aspects often combine very specific details with more general guidelines or indicate intents and rationales without clarifying their implementation. In this paper we provide a method to describe immersive learning cases that is structured to enable comparisons, yet flexible enough to allow researchers and practitioners to decide which aspects to include. This method leverages a taxonomy that classifies educational aspects at three levels (uses, practices, and strategies) and then utilizes two frameworks, the Immersive Learning Brain and the Immersion Cube, to enable a structured description and interpretation of immersive learning cases. The method is then demonstrated on a published immersive learning case on training for wind turbine maintenance using virtual reality. Applying the method results in a structured artifact, the Immersive Learning Case Sheet, that tags the case with its proximal uses, practices, and strategies, and refines the free text case description to ensure that matching details are included. This contribution is thus a case description method in support of future comparative research of immersive learning cases. We then discuss how the resulting description and interpretation can be leveraged to change immersion learning cases, by enriching them (considering low-effort changes or additions) or innovating (exploring more challenging avenues of transformation). The method holds significant promise to support better-grounded research in immersive learning.
快速办理(UAM毕业证书)马德里自治大学毕业证学位证一模一样
学校原件一模一样【微信：741003700 】《(UAM毕业证书)马德里自治大学毕业证学位证》【微信：741003700 】学位证，留信认证（真实可查，永久存档）原件一模一样纸张工艺/offer、雅思、外壳等材料/诚信可靠,可直接看成品样本，帮您解决无法毕业带来的各种难题！外壳，原版制作，诚信可靠，可直接看成品样本。行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备。十五年致力于帮助留学生解决难题，包您满意。
本公司拥有海外各大学样板无数，能完美还原。
1:1完美还原海外各大学毕业材料上的工艺：水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠。文字图案浮雕、激光镭射、紫外荧光、温感、复印防伪等防伪工艺。材料咨询办理、认证咨询办理请加学历顾问Q/微741003700
【主营项目】
一.毕业证【q微741003700】成绩单、使馆认证、教育部认证、雅思托福成绩单、学生卡等！
二.真实使馆公证(即留学回国人员证明,不成功不收费)
三.真实教育部学历学位认证（教育部存档！教育部留服网站永久可查）
四.办理各国各大学文凭(一对一专业服务,可全程监控跟踪进度)
如果您处于以下几种情况：
◇在校期间，因各种原因未能顺利毕业……拿不到官方毕业证【q/微741003700】
◇面对父母的压力，希望尽快拿到；
◇不清楚认证流程以及材料该如何准备；
◇回国时间很长，忘记办理；
◇回国马上就要找工作，办给用人单位看；
◇企事业单位必须要求办理的
◇需要报考公务员、购买免税车、落转户口
◇申请留学生创业基金
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
Equivariant neural networks and representation theory
Or: Beyond linear.
Abstract: Equivariant neural networks are neural networks that incorporate symmetries. The nonlinear activation functions in these networks result in interesting nonlinear equivariant maps between simple representations, and motivate the key player of this talk: piecewise linear representation theory.
Disclaimer: No one is perfect, so please mind that there might be mistakes and typos.
dtubbenhauer@gmail.com
Corrected slides: dtubbenhauer.com/talks.html
Recently uploaded (20)
ESA/ACT Science Coffee: Diego Blas - Gravitational wave detection with orbita...
ESA/ACT Science Coffee: Diego Blas - Gravitational wave detection with orbita...
Compexometric titration/Chelatorphy titration/chelating titration
Compexometric titration/Chelatorphy titration/chelating titration
Applied Science: Thermodynamics, Laws & Methodology.pdf
Applied Science: Thermodynamics, Laws & Methodology.pdf
Authoring a personal GPT for your research and practice: How we created the Q...
Authoring a personal GPT for your research and practice: How we created the Q...
11.1 Role of physical biological in deterioration of grains.pdf
11.1 Role of physical biological in deterioration of grains.pdf
waterlessdyeingtechnolgyusing carbon dioxide chemicalspdf
waterlessdyeingtechnolgyusing carbon dioxide chemicalspdf
20240520 Planning a Circuit Simulator in JavaScript.pptx
20240520 Planning a Circuit Simulator in JavaScript.pptx
Describing and Interpreting an Immersive Learning Case with the Immersion Cub...
Describing and Interpreting an Immersive Learning Case with the Immersion Cub...
Basics of crystallography, crystal systems, classes and different forms
Basics of crystallography, crystal systems, classes and different forms
Equivariant neural networks and representation theory
Equivariant neural networks and representation theory
aziz sancar nobel prize winner: from mardin to nobel
aziz sancar nobel prize winner: from mardin to nobel
Reagents in organic synthesis
- 1. REAGENTS IN ORGANIC SYNTHESIS Dr. Gurumeet C Wadhawa Department of Chemistry Karmaveer Bhaurao Patil ,College Vashi, Navi Mumbai