Replication Data for: Load-Balancing for Scalable Simulations with Large Particle Numbers

This dataset contains input data, scripts, etc. for replicating the numerical experiments in Steffen Hirschmann's dissertation. The data is prefixed with folders indicating the specific experiment as is the processing metadata. The experiments are: 00_periodicity_experiment: Experiment in Chapter 5.1. Agglomerate moves over boundary and we inspect how well different partitioning methods perform. 01_homogeneous_scaling: Experiment in Chapter 8.1. Weak scaling of ESPResSo with and without our additions of a homogeneous fluid. 02_droplet_formation: Experiment in Chapter 8.1. Comparison of the behavior of a non-homogeneous particle distribution with and without load-balancing. 03_coupled_lbm_md: Experiment in Chapter 8.2. Weak scaling evaluation of our joint Lattice-Boltzmann (LBM) Molecular Dynamics (MD) partitioning. 04_lb_adaptions: Experiments in Chapter 8.3. Simulation of a spinodal decomposition with different load-balancing methods and different variants. 05_heterogeneity: Script for evaluating the heterogeneity measure defined in Chapter 7.1. 06_soot_particle_agglomeration: Script to simulate the soot particle agglomeration scenario. Methodology described in Chapter 4, simulation described in Chapter 8.4. The indications to chapters reference the publication described in "Related Publication".

本数据集包含用于复制 Steffen Hirschmann 博士论文中数值实验的输入数据、脚本等。数据以文件夹为前缀，标示了特定的实验，以及处理元数据。实验包括：00周期性实验：第5.1章中的实验。聚团运动跨越边界，我们检视了不同分区方法的表现。01均匀缩放实验：第8.1章中的实验。在有无我们添加的均匀流体的情况下对 ESPResSo 进行弱缩放。02液滴形成实验：第8.1章中的实验。比较非均匀粒子分布有无负载均衡的情况下的行为。03耦合 LBM-MD：第8.2章中的实验。评估我们联合的格子玻尔兹曼方法（LBM）与分子动力学（MD）分区方法的弱缩放。04负载均衡适配：第8.3章中的实验。使用不同的负载均衡方法和不同变体模拟鞍点分解。05异质性：用于评估第7.1章中定义的异质性度量的脚本。06烟粒子聚集模拟：模拟烟粒子聚集场景的脚本。所述方法在第4章中描述，模拟在第8.4章中描述。章节指示参考了“相关出版物”中描述的出版物。