ArXiv TLDR

Martin G. Frasch

2 papers · Latest:

Modularity Emerges from Action-Functional Constraints in Marine Metabolic Networks: A Biology-Scale Validation of the Network-Weighted Action Principle

This paper validates the Network-Weighted Action Principle, showing marine metabolic networks exhibit significant modularity excess consistent with cost-minimization.

2605.05254
Machine Learning

minAction.net: Energy-First Neural Architecture Design -- From Biological Principles to Systematic Validation

minAction.net introduces energy-first neural architecture design, showing significant energy reduction and training efficiency gains with minimal accuracy loss.

2604.24805

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