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Results for deterministic decoding

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3 papers · ranked by Valyu relevance

01
CchemRxiv23 Dec 2025
On the Thermodynamic Consequences of Geometric Partitioning and Network Topology on Categorical Completion Mechanisms:Derivation of Catalytic Effect and Specificity from Geometric Aperture Selection Without Information Processing
Authors not listed
A framework for catalysis based on categorical aperture selection rather than temporal acceleration is presented. Traditional catalysis theory describes catalysts as agents that accelerate reactions by lowering activation energies, implicitly treating time as the fundamental variable and reaction rate enhancement as…
51relevance
02
CchemRxiv30 Dec 2025
Decoding the Unseen: Unsupervised Anomaly Detection in Metal–Organic Frameworks for Discovery Beyond the Norm
Authors not listed
The discovery of chemically novel or structurally anomalous metal-organic frameworks (MOFs) is essential for expanding reticular design space and enhancing dataset reliability. We present CHEM-AD (Chemically Unusual Metal–organic Frameworks via Autoencoder-based Detection), a label-free, CPU-efficient pipeline that…
51relevance
03
CchemRxiv3 Dec 2025
On the Consequences of Categorical Completion in Gas Dynamics: Resolution of Gibbs’ Paradox Through Categorical State Irreversibility
Authors not listed
Gibbs’ paradox—the apparent discontinuity in mixing entropy for gases of varying similarity and the seeming reversibility of mixing-separation cycles—has resisted fully satisfactory resolution for 150 years. We present a solution based on categorical state theory, which posits that physical con f igurations are…
51relevance

Results for deterministic decoding

On the Thermodynamic Consequences of Geometric Partitioning and Network Topology on Categorical Completion Mechanisms:Derivation of Catalytic Effect and Specificity from Geometric Aperture Selection Without Information Processing

Decoding the Unseen: Unsupervised Anomaly Detection in Metal–Organic Frameworks for Discovery Beyond the Norm

On the Consequences of Categorical Completion in Gas Dynamics: Resolution of Gibbs’ Paradox Through Categorical State Irreversibility

On the Thermodynamic Consequences of Geometric Partitioning and Network Topology on Categorical Completion Mechanisms:Derivation of Catalytic Effect and Specificity from Geometric Aperture Selection Without Information Processing

Decoding the Unseen: Unsupervised Anomaly Detection in Metal–Organic Frameworks for Discovery Beyond the Norm

On the Consequences of Categorical Completion in Gas Dynamics: Resolution of Gibbs’ Paradox Through Categorical State Irreversibility