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Extreme Event Aware (η-) Learning.

Nature Communications · 20 Aug 2026 · Journal Article · Open access

Chang, Sapsis

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Generative diffusion surrogates with analytical variance schedule.
Nature Communications · 8 Oct 2026 · Journal Article
Prescribing the variance derivative as a transport clock enables generative diffusion models to accurately emulate turbulent plasma transport without schedule tuning.
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https://jclub.com.au/a/42850286
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Time-resolved spectral parameterization: Recommendations and guidelines.
Neuron · 29 Sept 2026 · Review
Guidelines for time-resolved spectral parameterization improve analysis of neural activity by addressing challenges in disentangling oscillations and aperiodic signals.
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https://jclub.com.au/a/42810346
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Harnessing bioreactor heterogeneity: From gradient understanding to autonomous control via multiscale modeling and intelligent optimization.
Biotechnology advances · 1 Sept 2026 · Review
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https://jclub.com.au/a/41997461
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