Large-Scale Scientific Computing: 13th International Conference, LSSC 2021, Sozopol, Bulgaria, June 7-11, 2021, Revised Selected Papers

This book presents revised selected papers from the 13th International Conference on Large-Scale Scientific Computing,LSSC 23021,including two invited talks on fractional diffusion problems,large-scale models,metaheuristics,advanced discretizations,optimal control,tensor and matrix factorization,machine learning,and HPC and big data.

Format: Paperback / softback
Length: 554 pages
Publication date: 18 March 2022
Publisher: Springer Nature Switzerland AG

This book is a compilation of revised and selected papers from the 13th International Conference on Large-Scale Scientific Computing (LSSC 23021), which took place in Sozopol, Bulgaria, from June 7 to 11, 2021. A total of 60 papers were included in this volume, after undergoing a rigorous review process from a pool of 73 submissions. Additionally, the book features two invited talks, presented in full paper length. The papers were organized into topical sections, covering various aspects of large-scale scientific computing. These sections include:
Fractional diffusion problems: numerical methods, algorithms, and applications
Large-scale models: numerical methods, parallel computations, and applications
Application of metaheuristics to large-scale problems
Advanced discretizations and solvers for coupled systems of partial differential equations
Optimal control of ODEs, PDEs, and applications
Tensor and matrix factorization for big-data analysis
Machine learning and model order reduction for large-scale predictive simulations
High-Performance Computing (HPC) and big data: algorithms and applications
Contributed papers

The 13th International Conference on Large-Scale Scientific Computing (LSSC 23021) brought together experts and researchers from around the world to discuss cutting-edge developments in large-scale scientific computing. The conference featured a wide range of presentations and discussions on topics such as numerical methods, algorithms, parallel computing, metaheuristics, optimal control, tensor and matrix factorization, machine learning, and big data analysis.

The papers included in this book represent the latest research and advancements in these fields. The authors have contributed their expertise and insights, providing valuable contributions to the scientific community. The topics covered in the book are relevant to a wide range of applications, including engineering, physics, chemistry, biology, and social sciences.

The book is intended for researchers, scientists, and practitioners in the field of large-scale scientific computing. It will serve as a valuable resource for those seeking to stay up-to-date with the latest developments and trends in this area. The book will also be useful for students and educators interested in learning more about large-scale computing and its applications.

In conclusion, this book is a testament to the significant contributions made by the participants of the 13th International Conference on Large-Scale Scientific Computing (LSSC 23021). It provides a comprehensive overview of the latest research and advancements in large-scale scientific computing, and will be a valuable resource for researchers, scientists, and practitioners in this field.

Weight: 866g
Dimension: 235 x 155 (mm)
ISBN-13: 9783030975487
Edition number: 1st ed. 2022