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ICL Characterization of Climate Foundation Models: When Can Transformers Learn Weather and Climate?
Theoretical analysis explains why climate foundation models succeed at field prediction but fail at extreme event detection through in-context learning complexity.
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Ze Framework predictions are reported as computationally verified within its domain
Ze Framework proposes relativistic and quantum effects emerge from causal event statistics. Eight falsifiable predictions formalized with computational verification confirming five core.
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Counter-based experiment reproduces Lorentz time dilation
Lorentz time dilation emerges from pure counting dynamics in binary event streams without spacetime geometry, suggesting relativistic physics is fundamentally informational.
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Framework combines Bayesian learning and discrete-event modeling for remanufacturing
Framework combining Bayesian learning and discrete event simulation to enable remanufacturing facilities to adapt dynamically to demand and supply uncertainty while advancing sustainability.
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Trump election linked to overreaction in low-ESG and alternative energy stocks
Event study analysis of 2024 U.S. election reveals significant market overreaction in ESG and alternative energy stocks, casting doubt on sustainable investment resilience.
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Toward a mechanistic characterisation of marine heatwaves
Mechanistic framework for marine heatwave characterization integrating spatiotemporal evolution with attribution of dominant physical drivers using kinematic object-based approaches.
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FAERS data show post-marketing adverse event patterns with casimersen
Pharmacovigilance analysis of casimersen adverse event reporting patterns using FAERS database with characterization of preferred terms, organ systems, and time-to-onset distributions.
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Passive safety systems handled the cold-leg LBLOCA in the SCW-SMR study
Study analyzes cold-leg LBLOCA for supercritical water SMR using parametric analysis, demonstrating passive safety systems effectively manage the accident without active high-pressure injection.