High Performance Computing in Biomimetics Modeling, Architecture and Applications
This book gives a complete overview of current developments in the implementation of high performance computing (HPC) in various biomimetic technologies. The book presents various topics that are subdivided into the following parts: A) biomimetic models and mechanics; B) locomotion and computational...
| Other Authors: | , , , |
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| Format: | eBook |
| Language: | English |
| Published: |
Singapore
Springer Nature Singapore
2024, 2024
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| Edition: | 1st ed. 2024 |
| Series: | Series in BioEngineering
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| Subjects: | |
| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- Introduction to biomimetics, modeling, and analysis
- High Performance Computing and its application in computational biomimetics
- Bio-inspired computing and associated algorithms
- Cloud computing infrastructure, platforms, and software for scientific research
- Expansion of AI and ML breakthroughs in research with shift to edge computing in remote environments
- Role of distributed computing in biology research field and its challenges
- HPC based high-speed networks, ARM Processor architecture and their configurations
- High-Performance Computing based operating systems, software dependencies and IoT Integration
- GPU and ASIC as boost for HPC in biomimetics
- Biomimetic modeling and analysis using modern architecture frameworks like CUDA
- Unsteady flow topology around an insect-inspired flapping wing pico aerial vehicle
- Machine Learning based Dynamic Mode Decomposition of vector flow field around mosquito-inspired flapping wing
- Application of Cuckoo Search Algorithm in bio-inspired computing using HPC platform
- Application of Machine Learning and Deep Learning in High Performance Computing
- The future of high performance computing and some challenges – Editor’s Summary