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Task-oriented machine learning surrogates for tipping points of agent-based modelsNATURE COMMUNICATIONSIF15.72024-05-155OAAI
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Double Diffusion Maps and their Latent Harmonics for scientific computations in latent spaceJOURNAL OF COMPUTATIONAL PHYSICSIF3.82023-07-0110OAAI
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On the parameter combinations that matter and on those that do not: data-driven studies of parameter (non)identifiabilityPNAS NEXUSIF3.82022-09-147OAAI