Task-oriented machine learning surrogates for tipping points of agent-based models

Research article (Nature Communications, 2024) · cited 24× · AI/ML
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Task-oriented machine learning surrogates for tipping points of agent-based models

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Task-oriented machine learning surrogates for tipping points of agent-based models is a scholarly article[1].

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APA 4ort.xyz Knowledge Graph. (2026). Task-oriented machine learning surrogates for tipping points of agent-based models. Retrieved May 24, 2026, from https://4ort.xyz/entity/task-oriented-machine-learning-surrogates-for-tipping-points-of-agent-based-models
MLA “Task-oriented machine learning surrogates for tipping points of agent-based models.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/task-oriented-machine-learning-surrogates-for-tipping-points-of-agent-based-models.
BibTeX @misc{4ortxyz_task-oriented-machine-learning-surrogates-for-tipping-points-of-agent-based-models_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Task-oriented machine learning surrogates for tipping points of agent-based models}}, year = {2026}, url = {https://4ort.xyz/entity/task-oriented-machine-learning-surrogates-for-tipping-points-of-agent-based-models}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Task-oriented machine learning surrogates for tipping points of agent-based models — https://4ort.xyz/entity/task-oriented-machine-learning-surrogates-for-tipping-points-of-agent-based-models (retrieved 2026-05-24)

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