synchronization
Co-Simulation-Scheduling-And-Time-Synchronization-Code-Understanding-Dataset
Co-Simulation Scheduling and Time Synchronization Code Understanding Dataset
This dataset contains source code understanding samples focused on co-simulation master controllers and scheduling components, including simulation step sizes, execution order, time advancement, and synchronization control. Each sample pairs source code with an analysis question and an answer, and includes explanations of control flow, execution order, and timing relationships. It supports code SFT… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/Co-Simulation-Scheduling-And-Time-Synchronization-Code-Understanding-Dataset.han-swarm-synchronization-behavior-dataset-v1
Humanoid Swarm Synchronization Behavior Dataset
This dataset models collective synchronization
across multiple humanoid agents
executing cooperative tasks.
It includes timing offsets,
collective state embeddings,
phase alignment metrics,
and synchronization drift signals.
Objective
To support swarm harmony modeling
and large-scale coordination stability.
Data Fields
swarm_id
node_id
collective_state_vector
timing_offset_ms
phase_alignment_score
drift_index… See the full description on the dataset page: https://huggingface.co/datasets/achiepatricia/han-swarm-synchronization-behavior-dataset-v1.han-collaborative-task-synchronization-dataset-v1
Humanoid Collaborative Task Synchronization Dataset
This dataset models task synchronization
between multiple humanoid agents
working on shared missions.
It captures timing alignment, dependency chains,
synchronization delays, and coordination quality.
Objective
To optimize real-time collaboration
and reduce inter-agent latency
in distributed mission environments.
Data Fields
sync_event_id
mission_id
participating_agent_ids
task_dependency_graph… See the full description on the dataset page: https://huggingface.co/datasets/achiepatricia/han-collaborative-task-synchronization-dataset-v1.ABX-RM-004_porin_loss_synchronization-v0.1ABX-RM-004 Porin Loss Synchronization
Purpose
Detect a coordinated shift toward low porin states across the population before MIC shifts.
Core pattern
low_porin_frac rises
porin_cv drops
permeability_index_rel drops
mic_cefepime_mg_L stays near baseline during the shift
mic_cefepime_mg_L rises later
Files
data/train.csv
data/test.csv
scorer.py
Schema
Each row is one timepoint in a within strain series.
Required columns
row_id
series_id
timepoint_h
organism
strain_id
porin_marker… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/ABX-RM-004_porin_loss_synchronization-v0.1.han-distributed-memory-synchronization-dataset-v1
Humanoid Distributed Memory Synchronization Dataset
This dataset captures how humanoid agents
synchronize episodic and semantic memory
across a decentralized cognitive mesh.
It focuses on memory conflicts,
update propagation, and consensus alignment.
Purpose
To train models that maintain
consistent shared memory across agents.
Data Fields
agent_id
local_memory_state
proposed_memory_update
conflict_detected
consensus_result
final_memory_state
Use Cases… See the full description on the dataset page: https://huggingface.co/datasets/achiepatricia/han-distributed-memory-synchronization-dataset-v1.ABX-RM-008_persister_cell_synchronization-v0.1ABX-RM-008 Persister Cell Synchronization
Purpose
Detect coordinated rises in persister fraction that coincide with kill curve plateaus while MIC stays stable.
Core pattern
persister_frac crosses a wave threshold and stays elevated
kill_log10 gain collapses to a plateau
mic_drug_mg_L stays near baseline
Files
data/train.csv
data/test.csv
scorer.py
Schema
Each row is one timepoint in a within strain series.
Required columns
row_id
series_id
timepoint_h
organism
strain_id
drug_name… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/ABX-RM-008_persister_cell_synchronization-v0.1.