SimTech EXC 2075 Project Network 6 "Machine learning for simulation"
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Replication Data for: Robustly optimal dynamics for active matter reservoir computing (Gaimann and Klopotek, 2025)
May 12, 2025 - PN 6-15
Gaimann, Mario U.; Klopotek, Miriam, 2025, "Replication Data for: Robustly optimal dynamics for active matter reservoir computing (Gaimann and Klopotek, 2025)", https://doi.org/10.18419/DARUS-4620, DaRUS, V1, UNF:6:JR70RsK1jeEUWlriMxeIpw== [fileUNF]
This repository contains raw and post-processed replication data for the publication "Robustly optimal dynamics for active matter reservoir computing" (Gaimann and Klopotek, 2025). The datasets contain physical observables recorded during non-equilibrium simulations of active matter systems (swarms) driven by an external force. These simulations se...
alignment-overdamped.tar.xz
May 12, 2025 - Replication Data for: Robustly optimal dynamics for active matter reservoir computing (Gaimann and Klopotek, 2025)
XZ Archive - 14.4 GB - MD5: b179b7d0fe5abad0494dae5613793b38
Data
alignment.tar.xz
May 12, 2025 - Replication Data for: Robustly optimal dynamics for active matter reservoir computing (Gaimann and Klopotek, 2025)
XZ Archive - 15.7 GB - MD5: 4280e9df26274882d0e87ac479850736
Data
damping-analysis-interacting-integration_step_2e-3.tar.xz
May 12, 2025 - Replication Data for: Robustly optimal dynamics for active matter reservoir computing (Gaimann and Klopotek, 2025)
XZ Archive - 56.9 GB - MD5: 71219d87fc6dfca4a225e2afaeb454be
Data
damping-analysis-interacting.tar.xz
May 12, 2025 - Replication Data for: Robustly optimal dynamics for active matter reservoir computing (Gaimann and Klopotek, 2025)
XZ Archive - 5.5 GB - MD5: f0cc5fe64676db46a04ea2566eed34ee
Data
damping-analysis-non-interacting-integration_step_2e-3.tar.xz
May 12, 2025 - Replication Data for: Robustly optimal dynamics for active matter reservoir computing (Gaimann and Klopotek, 2025)
XZ Archive - 55.1 GB - MD5: 81dc23a37f579a4d10ad7de4872d561c
Data
damping-analysis-non-interacting.tar.xz
May 12, 2025 - Replication Data for: Robustly optimal dynamics for active matter reservoir computing (Gaimann and Klopotek, 2025)
XZ Archive - 5.4 GB - MD5: a53fb6f00b922b4d06f088e928760fc0
Data
driver_trajectory_Chua.csv
May 12, 2025 - Replication Data for: Robustly optimal dynamics for active matter reservoir computing (Gaimann and Klopotek, 2025)
Tabular Data - 2.7 MB - 2 Variables, 102000 Observations - UNF:6:wbZ5Om1fwCn1F5oBotxKew==
DataTime Series
Chua driving protocol
driver_trajectory_HenonHeiles.csv
May 12, 2025 - Replication Data for: Robustly optimal dynamics for active matter reservoir computing (Gaimann and Klopotek, 2025)
Tabular Data - 2.7 MB - 2 Variables, 102000 Observations - UNF:6:wD1HKNevzN0DDtp32h+MTg==
DataTime Series
Henon-Heiles driving protocol
driver_trajectory_Lorenz96.csv
May 12, 2025 - Replication Data for: Robustly optimal dynamics for active matter reservoir computing (Gaimann and Klopotek, 2025)
Tabular Data - 2.7 MB - 2 Variables, 102000 Observations - UNF:6:NLuYj3+NfU18jiOo02AZzQ==
DataTime Series
Lorenz-96 driving protocol
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