Tag: Advanced

Advanced Optimization for Process Systems Engineering


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by Ignacio E. Grossmann

English | 2021 | ISBN: 1108831656 | 206 pages | True PDF | 15.73 MB
Based on the author’s forty years of teaching experience, this unique textbook covers both basic and advanced concepts of optimization theory and methods for process systems engineers. Topics covered include continuous, discrete and logic optimization (linear, nonlinear, mixed-integer and generalized disjunctive programming), optimization under uncertainty (stochastic programming and flexibility analysis), and decomposition techniques (Lagrangean and Benders decomposition). Assuming only a basic background in calculus and linear algebra, it enables easy understanding of mathematical reasoning, and numerous examples throughout illustrate key concepts and algorithms. End-of-chapter exercises involving theoretical derivations and small numerical problems, as well as in modeling systems like GAMS, enhance understanding and help put knowledge into practice. Accompanied by two appendices containing web links to modeling systems and models related to applications in PSE, this is an essential text for single-semester, graduate courses in process systems engineering in departments of chemical engineering.

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Advanced Mammalian Cell Culture Techniques Principles and Practices


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by Ramkumar K.M.

English | 2023 | ISBN: 1032494522 | 129 pages | True PDF | 2.9 MB
This up-to-date book compiles the basic and advanced laboratory techniques of mammalian cell culture. It is divided into four major sections encompassing the basics of cell culture, nucleic acid and protein isolation, cell-staining techniques, and cell transfection and single-cell analysis. The topics include aseptic handling, media preparation, and passaging of cells. The book also outlines downstream assays such as nucleic acid and protein isolation from in-vitro cell cultures. It provides elaborate stepwise protocols, key points, and troubleshooting tips. Key Features The book is essential for students and researchers in the field of life sciences, biotechnology, genetics, and molecular biology.

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Advanced Applications of Python Data Structures and Algorithms


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by Galety Mohammad

English | 2023 | ISBN: 1668471000 | 320 pages | True EPUB | 34.26 MB
Data structures are essential principles applicable to any programming language in computer science. Data structures may be studied more easily with Python than with any other programming language because of their interpretability, interactivity, and object-oriented nature. Computers may store and process data at an extraordinary rate and with outstanding accuracy. Therefore, it is of the utmost importance that the data is efficiently stored and is able to be accessed promptly. In addition, data processing should take as little time as feasible while maintaining the highest possible level of precision. Advanced Applications of Python Data Structures and Algorithms assists in understanding and applying the fundamentals of data structures and their many implementations and discusses the advantages and disadvantages of various data structures. Covering key topics such as Python, linked lists, datatypes, and operators, this reference work is ideal for industry professionals, computer scientists, researchers, academicians, scholars, practitioners, instructors, and students.

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Advanced Applications of NLP and Deep Learning in Social Media Data


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by Abd El-Latif Ahmed

English | 2023 | ISBN: 1668469103 | 325 pages | True PDF EPUB | 21.66 MB
Social media platforms are one of the main generators of textual data where people around the world share their daily life experiences and information with online society. The social, personal, and professional lives of people on these social networking sites generate not only a huge amount of data but also open doors for researchers and academicians with numerous research opportunities. This ample amount of data needs advanced machine learning, deep learning, and intelligent tools and techniques to receive, process, and interpret the information to resolve real-life challenges and improve the online social lives of people. Advanced Applications of NLP and Deep Learning in Social Media Data bridges the gap between natural language processing (NLP), advanced machine learning, deep learning, and online social media. It hopes to build a better and safer social media space by making human language available on different social media platforms intelligible for machines with the blessings of AI. Covering topics such as machine learning-based prediction, emotion recognition, and high-dimensional text clustering, this premier reference source is an essential resource for OSN service providers, psychiatrists, psychologists, clinicians, sociologists, students and educators of higher education, librarians, researchers, and academicians.

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Advanced Anesthesia Review


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by Alaa Abd-Elsayed

English | 2023 | ISBN: 0197584527 | 1009 pages | True PDF | 101.48 MB
Advanced Anesthesia Review provides a comprehensive knowledge review for all second-year US Anesthesiology residents taking the American Board of Anesthesiology’s (ABA) Advanced Exam.

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A Discrete Transition to Advanced Mathematics, 2nd Edition


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by Richmond, Bettina;Richmond, Thomas;

English | 2023 | ISBN: 0534405185 | 540 pages | True PDF | 35.57 MB
This textbook bridges the gap between lower-division mathematics courses and advanced mathematical thinking. Featuring clear writing and appealing topics, the book introduces techniques for writing proofs in the context of discrete mathematics. By illuminating the concepts behind techniques, the authors create opportunities for readers to sharpen critical thinking skills and develop mathematical maturity. Beginning with an introduction to sets and logic, the book goes on to establish the basics of proof techniques. From here, chapters explore proofs in the context of number theory, combinatorics, functions and cardinality, and graph theory. A selection of extension topics concludes the book, including continued fractions, infinite arithmetic, and the interplay among Fibonacci numbers, Pascal’s triangle, and the golden ratio. A Discrete Transition to Advanced Mathematics is suitable for an introduction to proof course or a course in discrete mathematics. Abundant examples and exercises invite readers to get involved, and the wealth of topics allows for course customization and further reading. This new edition has been expanded and modernized throughout. New features include a chapter on combinatorial geometry, a more in-depth treatment of counting, and over 365 new exercises

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