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Exploring Mathematical Modeling In Biology Through Case Studies And Experimental Activities


Exploring Mathematical Modeling In Biology Through Case Studies And Experimental Activities
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Exploring Mathematical Modeling In Biology Through Case Studies And Experimental Activities


Exploring Mathematical Modeling In Biology Through Case Studies And Experimental Activities
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Author : Rebecca Sanft
language : en
Publisher: Academic Press
Release Date : 2020-03-30

Exploring Mathematical Modeling In Biology Through Case Studies And Experimental Activities written by Rebecca Sanft and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-03-30 with Science categories.


Exploring Mathematical Modeling in Biology through Case Studies and Experimental Activities provides supporting materials for courses taken by students majoring in mathematics, computer science or in the life sciences. The book's cases and lab exercises focus on hypothesis testing and model development in the context of real data. The supporting mathematical, coding and biological background permit readers to explore a problem, understand assumptions, and the meaning of their results. The experiential components provide hands-on learning both in the lab and on the computer. As a beginning text in modeling, readers will learn to value the approach and apply competencies in other settings. Included case studies focus on building a model to solve a particular biological problem from concept and translation into a mathematical form, to validating the parameters, testing the quality of the model and finally interpreting the outcome in biological terms. The book also shows how particular mathematical approaches are adapted to a variety of problems at multiple biological scales. Finally, the labs bring the biological problems and the practical issues of collecting data to actually test the model and/or adapting the mathematics to the data that can be collected. - Presents a single volume on mathematics and biological examples, with data and wet lab experiences suitable for non-experts - Contains three real-world biological case studies and one wet lab for application of the mathematical models - Includes R code templates throughout the text, which are also available through an online repository, along with the necessary data files to complete all projects and labs



Exploring Mathematical Modeling In Biology Through Case Studies And Experimental Activities


Exploring Mathematical Modeling In Biology Through Case Studies And Experimental Activities
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Author : Rebecca Sanft
language : en
Publisher: Academic Press
Release Date : 2020-04-01

Exploring Mathematical Modeling In Biology Through Case Studies And Experimental Activities written by Rebecca Sanft and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-04-01 with Science categories.


Exploring Mathematical Modeling in Biology through Case Studies and Experimental Activities provides supporting materials for courses taken by students majoring in mathematics, computer science or in the life sciences. The book's cases and lab exercises focus on hypothesis testing and model development in the context of real data. The supporting mathematical, coding and biological background permit readers to explore a problem, understand assumptions, and the meaning of their results. The experiential components provide hands-on learning both in the lab and on the computer. As a beginning text in modeling, readers will learn to value the approach and apply competencies in other settings. Included case studies focus on building a model to solve a particular biological problem from concept and translation into a mathematical form, to validating the parameters, testing the quality of the model and finally interpreting the outcome in biological terms. The book also shows how particular mathematical approaches are adapted to a variety of problems at multiple biological scales. Finally, the labs bring the biological problems and the practical issues of collecting data to actually test the model and/or adapting the mathematics to the data that can be collected.



Control Theory In Biomedical Engineering


Control Theory In Biomedical Engineering
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Author : Olfa Boubaker
language : en
Publisher: Academic Press
Release Date : 2020-06-30

Control Theory In Biomedical Engineering written by Olfa Boubaker and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-06-30 with Technology & Engineering categories.


Control Theory in Biomedical Engineering: Applications in Physiology and Medical Robotics highlights the importance of control theory and feedback control in our lives and explains how this theory is central to future medical developments. Control theory is fundamental for understanding feedback paths in physiological systems (endocrine system, immune system, neurological system) and a concept for building artificial organs. The book is suitable for graduate students and researchers in the control engineering and biomedical engineering fields, and medical students and practitioners seeking to enhance their understanding of physiological processes, medical robotics (legs, hands, knees), and controlling artificial devices (pacemakers, insulin injection devices).Control theory profoundly impacts the everyday lives of a large part of the human population including the disabled and the elderly who use assistive and rehabilitation robots for improving the quality of their lives and increasing their independence. - Gives an overview of state-of-the-art control theory in physiology, emphasizing the importance of this theory in the medical field through concrete examples, e.g., endocrine, immune, and neurological systems - Takes a comprehensive look at advances in medical robotics and rehabilitation devices and presents case studies focusing on their feedback control - Presents the significance of control theory in the pervasiveness of medical robots in surgery, exploration, diagnosis, therapy, and rehabilitation



Mathematical And Experimental Modeling Of Physical And Biological Processes


Mathematical And Experimental Modeling Of Physical And Biological Processes
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Author : H.T. Banks
language : en
Publisher: CRC Press
Release Date : 2009-01-12

Mathematical And Experimental Modeling Of Physical And Biological Processes written by H.T. Banks and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-01-12 with Mathematics categories.


Through several case study problems from industrial and scientific research laboratory applications, Mathematical and Experimental Modeling of Physical and Biological Processes provides students with a fundamental understanding of how mathematics is applied to problems in science and engineering. For each case study problem, the authors discuss why a model is needed and what goals can be achieved with the model. Exploring what mathematics can reveal about applications, the book focuses on the design of appropriate experiments to validate the development of mathematical models. It guides students through the modeling process, from empirical observations and formalization of properties to model analysis and interpretation of results. The authors also describe the hardware and software tools used to design the experiments so faculty/students can duplicate them. Integrating real-world applications into the traditional mathematics curriculum, this textbook deals with the formulation and analysis of mathematical models in science and engineering. It gives students an appreciation of the use of mathematics and encourages them to further study the applied topics. Real experimental data for projects can be downloaded from CRC Press Online.



Research On Teaching Strategies And Skills In Different Educational Stages


Research On Teaching Strategies And Skills In Different Educational Stages
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Author : Pedro Gil-Madrona
language : en
Publisher: Frontiers Media SA
Release Date : 2025-03-19

Research On Teaching Strategies And Skills In Different Educational Stages written by Pedro Gil-Madrona and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-19 with Science categories.


The teaching practice becomes a reciprocal activity in the classroom when teachers apply their creativity and their knowledge resulting from research and scientific evidence in the didactic teaching process, with the purpose of strengthening in the students, the key competencies of their training, turning students at the core of the didactic process. Teaching strategies must be articulated from previous research and planning and designed sequentially to promote real and interesting learning scenarios and thereby achieve significant learning. From this perspective, of teaching-learning strategies, the reciprocal interaction between the student and the teacher becomes the focus of attention, with a playful, motivating, interesting and rewarding approach for the learner. The role of the teacher is conceived as fundamental in the teaching process to achieve the link between teaching, learning, and evaluation strategies. For this reason, multidisciplinary studies are welcome, from all stages of the educational system, with quantitative, qualitative, and mixed approaches and reviews, promoting good teaching practices of reflection and innovation from these studies.



Annual Report


Annual Report
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Author : National Cancer Institute (U.S.). Division of Cancer Etiology
language : en
Publisher:
Release Date : 1987

Annual Report written by National Cancer Institute (U.S.). Division of Cancer Etiology and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1987 with Cancer categories.




Report Of The Epidemiology And Biostatistics Program


Report Of The Epidemiology And Biostatistics Program
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Author : National Cancer Institute (U.S.). Division of Cancer Etiology. Epidemiology and Biostatistics Program
language : en
Publisher:
Release Date : 1986

Report Of The Epidemiology And Biostatistics Program written by National Cancer Institute (U.S.). Division of Cancer Etiology. Epidemiology and Biostatistics Program and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1986 with Cancer categories.




Growth Patterns Underlying Plant Development


Growth Patterns Underlying Plant Development
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Author : Daniel Kierzkowski
language : en
Publisher: Frontiers Media SA
Release Date : 2022-09-22

Growth Patterns Underlying Plant Development written by Daniel Kierzkowski and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-09-22 with Science categories.




Nano Enabled Sustainable And Precision Agriculture


Nano Enabled Sustainable And Precision Agriculture
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Author : Peng Zhang
language : en
Publisher: Elsevier
Release Date : 2023-08-06

Nano Enabled Sustainable And Precision Agriculture written by Peng Zhang and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-08-06 with Technology & Engineering categories.


Nano-enabled Sustainable and Precision Agriculture is the first single-volume resource to cover this important field using a whole systems approach that considers both opportunities and challenges. The book provides a comprehensive understanding of the role of nanotechnology in agriculture from broad aspects, but also includes a comprehensive view of the interaction of nanomaterials with soil-plant systems. It highlights aspects not described in previous books, including the application of nanoinformatics and artificial intelligence in nano-enabled sustainable agriculture, the application of nanotechnology in alternative forms of agriculture such as hydroponics, and regulatory frameworks for this research field.The book addresses all these aspects by including sections on enhanced sustainability, reduced pollution and enhanced ecosystems' health, and the role of nanoinformatics and machine learning. - Provides foundational insights and resources for each area, including soil science, water chemistry, nanoscience, plant science, microbiology and nanoinformatics - Focuses on mechanisms of action, transformations and the underpinning chemistry and biochemistry - Includes linkages and cross-referencing between chapters to ensure a cohesive and comprehensive resource



The Experimental Side Of Modeling


The Experimental Side Of Modeling
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Author : Isabelle F. Peschard
language : en
Publisher: U of Minnesota Press
Release Date : 2018-10-02

The Experimental Side Of Modeling written by Isabelle F. Peschard and has been published by U of Minnesota Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-10-02 with Science categories.


An innovative, multifaceted approach to scientific experiments as designed by and shaped through interaction with the modeling process The role of scientific modeling in mediation between theories and phenomena is a critical topic within the philosophy of science, touching on issues from climate modeling to synthetic models in biology, high energy particle physics, and cognitive sciences. Offering a radically new conception of the role of data in the scientific modeling process as well as a new awareness of the problematic aspects of data, this cutting-edge volume offers a multifaceted view on experiments as designed and shaped in interaction with the modeling process. Contributors address such issues as the construction of models in conjunction with scientific experimentation; the status of measurement and the function of experiment in the identification of relevant parameters; how the phenomena under study are reconceived when accounted for by a model; and the interplay between experimenting, modeling, and simulation when results do not mesh. Highlighting the mediating role of models and the model-dependence (as well as theory-dependence) of data measurement, this volume proposes a normative and conceptual innovation in scientific modeling—that the phenomena to be investigated and modeled must not be precisely identified at the start but specified during the course of the interactions arising between experimental and modeling activities. Contributors: Nancy D. Cartwright, U of California, San Diego; Anthony Chemero, U of Cincinnati; Ronald N. Giere, U of Minnesota; Jenann Ismael, U of Arizona; Tarja Knuuttila, U of South Carolina; Andrea Loettgers, U of Bern, Switzerland; Deborah Mayo, Virginia Tech; Joseph Rouse, Wesleyan U; Paul Teller, U of California, Davis; Michael Weisberg, U of Pennsylvania; Eric Winsberg, U of South Florida.