An Introduction to Undergraduate Research in Computational and Mathematical Biology: From Birdsongs to Viscosities (Foundations for Undergraduate Research in Mathematics) - Hardcover

Hardcover

ISBN 10: 3030336441 ISBN 13: 9783030336448

Verlag: Birkhäuser, 2020

Inhaltsangabe

Speaking directly to the growing importance of research experience in undergraduate mathematics programs, this volume offers suggestions for undergraduate-appropriate research projects in mathematical and computational biology for students and their faculty mentors. The aim of each chapter is twofold: for faculty, to alleviate the challenges of identifying accessible topics and advising students through the research process; for students, to provide sufficient background, additional references, and context to excite students in these areas and to enable them to successfully undertake these problems in their research.

Some of the topics discussed include: 

• Oscillatory behaviors present in real-world applications, from seasonal outbreaks of childhood diseases to action potentials in neurons

• Simulating bacterial growth, competition, and resistance with agent-based models and laboratory experiments

• Network structure and the dynamics of biological systems

• Using neural networks to identify bird species from birdsong samples

• Modeling fluid flow induced by the motion of pulmonary cilia

Aimed at undergraduate mathematics faculty and advanced undergraduate students, this unique guide will be a valuable resource for generating fruitful research collaborations between students and faculty.

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Über die Autorin bzw. den Autor

Hannah Callender Highlander is an Associate Professor of Mathematics at the University of Portland in Portland, Oregon.

Alex Capaldi is an Associate Professor of Mathematics and Statistics at Valparaiso University in Valparaiso, Indiana. 

Carrie Diaz Eaton is an Associate Professor of Digital and Computational Studies at Bates College in Lewiston, Maine.

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Speaking directly to the growing importance of research experience in undergraduate mathematics programs, this volume offers suggestions for undergraduate-appropriate research projects in mathematical and computational biology for students and their faculty mentors. The aim of each chapter is twofold: for faculty, to alleviate the challenges of identifying accessible topics and advising students through the research process; for students, to provide sufficient background, additional references, and context to excite students in these areas and to enable them to successfully undertake these problems in their research.

Some of the topics discussed include: 

• Oscillatory behaviors present in real-world applications, from seasonal outbreaks of childhood diseases to action potentials in neurons

• Simulating bacterial growth, competition, and resistance with agent-based models and laboratory experiments

• Network structure and the dynamics of biological systems

• Using neural networks to identify bird species from birdsong samples

• Modeling fluid flow induced by the motion of pulmonary cilia

Aimed at undergraduate mathematics faculty and advanced undergraduate students, this unique guide will be a valuable resource for generating fruitful research collaborations between students and faculty.

Details zur Ausgabe

• Verlag: Birkhäuser
• Erscheinungsdatum: 2020
• Sprache: Englisch
• ISBN 10: 3030336441
• ISBN 13: 9783030336448
• Einband: Gebundene Ausgabe
• Auflage: 1
• Anzahl der Seiten: 481
• Herausgeber: Callender Highlander Hannah, Capaldi Alex, Diaz Eaton Carrie
• Kontakt zum Hersteller: Springer Nature Customer Service Center GmbH; ProductSafety@springernature.com; ; Europaplatz 3; Heidelberg; 69115; Deutschland