ADVCOMP 2021, The Fifteenth International Conference on Advanced Engineering Computing and Applications in Sciences

Type: conference

Notes: IARIA Conference.

Editors:
Cosmin Dini, IARIA, USA/EU
Evgeny Pyshkin, University of Aizu, Japan
Marcin Hojny, AGH University of Science and Technology, Poland

ISSN: 2308-4499

ISBN: 978-1-61208-887-7

Location: Barcelona, Spain

Dates: from October 3, 2021 to October 7, 2021

Articles: there are 8 articles

Statistical and Principal Component Analysis in the Design of Alkaline Methanol Fuel Cells
Tanja Clees, Bernhard Klaassen, Igor Nikitin, Lialia Nikitina, and Sabine Pott
keywords: modeling of complex systems; observational data and simulations; advanced applications; mathematical chemistry.

A Novel Application of Machine Learning to a New SEM Silicate Mineral Dataset
Benjamin Parfitt and Robert Welch
keywords: machine learning, ensemble learning, mineralogy, silicates.

Physical and Computer Modeling of Extra-High Temperature Processes: Problems and Challenges
Thi Thu Trang Nguyen, Marcin Hojny, and Tomasz Dębiński
keywords: Finite Element Method; Monte Carlo method; physical simulation; computer simulation; mushyzone; Smoothed Particle Hydrodynamics.

AMPRO-HPCC: A Machine-Learning Tool for Predicting Resources on Slurm HPC Clusters
Mohammed Tanash, Daniel Andresen, and William Hsu
keywords: HPC; Scheduling; Supervised Machine Learning; Slurm; Performance.

Budget-aware Static Scheduling of Stochastic Workflows with DIET
Yves Caniou, Eddy Caron, Aurélie Kong Win Chang, and Yves Robert
keywords: DIET; static workflow scheduling; Cloud platform.

Synapse: Facilitating Large-scale Data Management in Research Contexts
Daniel Andresen and Gerrick Teague
keywords: Globus; Dataverse; oid; metadata; research.

Pattern Dependent Optimized Mowing of Football Fields with an Autonomous Robot
Tahir Majeed, Ramón Christen, Michael Handschuh, and René Meier
keywords: mowing robot, path optimization, discrete optimization, integer programming.