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Machine Learning in Radiation Oncology: Theory and Applications
This book provides a complete overview of the role of machine learning in radiation oncology and medical physics, covering basic theory, methods, and a variety of applications in medical physics and radiotherapy. An introductory section explains machine learning, reviews supervised and unsupervised learning methods, discusses performance evaluation, and summarizes potential applications in radi…
- Edition
- -
- ISBN/ISSN
- 978-3-319-18305-3
- Collation
- -
- Series Title
- -
- Call Number
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The Limit Shape Problem for Ensembles of Young Diagrams
This book treats ensembles of Young diagrams originating from group-theoretical contexts and investigates what statistical properties are observed there in a large-scale limit. The focus is mainly on analyzing the interesting phenomenon that specific curves appear in the appropriate scaling limit for the profiles of Young diagrams. This problem is regarded as an important origin of recent vital…
- Edition
- -
- ISBN/ISSN
- 978-4-431-56487-4
- Collation
- IX, 73
- Series Title
- SpringerBriefs in Mathematical Physics
- Call Number
- -
The Invisible Universe
This is the story of radio astronomy, of how radio waves are generated by stars, supernova, quasars, colliding galaxies and by the very beginnings of the universe itself. The author discusses what radio astronomers are doing in the New Mexico desert, in a remote valley in Puerto Rico, and in the green Pocahontas Valley in West Virginia, as well as dozens of other remote sites around the world. …
- Edition
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- ISBN/ISSN
- 978-3-319-13422-2
- Collation
- XII, 259
- Series Title
- Astronomers' Universe
- Call Number
- -
Dissipative exciton dynamics in light-harvesting complexes
Marco Schröter investigates the influence of the local environment on the exciton dynamics within molecular aggregates, which build, e.g., the light-harvesting complexes of plants, bacteria or algae by means of the hierarchy equations of motion (HEOM) method. He addresses the following questions in detail: How can coherent oscillations within a system of coupled molecules be interpreted? What…
- Edition
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- ISBN/ISSN
- 9783658092825
- Collation
- -
- Series Title
- -
- Call Number
- 571.4
Machine Learning in Radiation Oncology: Theory and Applications
This book provides a complete overview of the role of machine learning in radiation oncology and medical physics, covering basic theory, methods, and a variety of applications in medical physics and radiotherapy. An introductory section explains machine learning, reviews supervised and unsupervised learning methods, discusses performance evaluation, and summarizes potential applications in r…
- Edition
- -
- ISBN/ISSN
- 978-3-319-18305-3
- Collation
- -
- Series Title
- -
- Call Number
- -
Two-Dimensional Electronics and Optoelectronics
The discovery of monolayer graphene led to a Nobel Prize in Physics being awarded in 2010. This has stimulated further research on a wide variety of two-dimensional (2D) layered materials. The coupling of metallic graphene, semiconducting 2D transition metal dichalcogenides (TMDCs) and black phosphorus have attracted a tremendous amount of interest in new electronic and optoelectronic applicati…
- Edition
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- ISBN/ISSN
- 978-3-03842-493-2
- Collation
- -
- Series Title
- -
- Call Number
- 530 TWO
Mesoscopic Theories of Heat Transport in Nanosystems
This book presents generalized heat-conduction laws which, from a mesoscopic perspective, are relevant to new applications (especially in nanoscale heat transfer, nanoscale thermoelectric phenomena, and in diffusive-to-ballistic regime) and at the same time keep up with the pace of current microscopic research. The equations presented in the book are compatible with generalized formulations of …
- Edition
- 1
- ISBN/ISSN
- 978-3-319-27205-4
- Collation
- XIX, 170
- Series Title
- SEMA SIMAI Springer Series
- Call Number
- -
Microstructure-Property Optimization in Metallic Glasses
This thesis consists of an in-depth study of investigating microstructure-property relationships in bulk metallic glasses using a novel quantitative approach by which influence of the second phase features on mechanical properties can be independently and systematically analyzed. The author evaluates and optimizes the elastic and plastic deformation, as well as the overall toughness of cellular…
- Edition
- 1
- ISBN/ISSN
- 978-3-319-13032-3
- Collation
- XIII, 89
- Series Title
- Springer Theses
- Call Number
- -
Far-Field Optical Nanoscopy
This book describes developments in the field of super-resolution fluorescence microscopy or nanoscopy. In 11 chapters, distinguished scientists and leaders in their respective fields describe different nanoscopy approaches, various labeling technologies, and concrete applications. The topics covered include the principles and applications of the most popular nanoscopy techniques STED and (f)PA…
- Edition
- -
- ISBN/ISSN
- 978-3-662-45547-0
- Collation
- XII, 335
- Series Title
- -
- Call Number
- -
Handbook of Polymer Nanocomposites. Processing, Performance and Application: …
Volume C forms one volume of a Handbook about Polymer Nanocomposites. Volume C deals with Polymer nano-composites of cellulose nano-particles. The preparation, architecture, characterisation, properties and application of polymer nanocomposites are discussed within some 27 chapters. Each chapter has been authored by experts in the respective field.
- Edition
- -
- ISBN/ISSN
- 978-3-642-45231-4
- Collation
- XIII, 511
- Series Title
- -
- Call Number
- 527
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