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Advancing LOINC Mapping with AI: Insights from LARA’s RAG Implementation and Expert Evaluation

Accurate mapping of laboratory codes is crucial for achieving semantic interoperability in Electronic Health Records (EHRs), yet the idiosyncrasy of local codes and names poses a significant challenge. This task is time-consuming and compounded by the absence of support tools for automatic mapping, especially for the Italian language. As well as being required by current Italian legislation, fostering LOINC coding adoption is pivotal for two primary reasons: a) laboratory reports are the most...

Optimal Control of an Electromechanical Energy Harvester

Many techniques originally developed in the context of deterministic control theory have recently been applied to the quest for optimal protocols in stochastic processes. Given a system subject to environmental fluctuations, one may ask what is the best way to change its controllable parameters in time in order to maximize, on average, a certain reward function, while steering the system between two pre-assigned states. In this work, we study the problem of optimal control for a wide class of...

Room temperature water splitting at the basal plane of graphene grown on nickel

The initial stage of the interaction of water molecules with graphene supported on Ni(111) was studied by combining electronic, structural and scanning probe microscopy techniques with theoretical calculations. We demonstrate the occurrence of dissociative water adsorption at the basal plane of graphene, which renders the surface evenly covered by H atoms, whereas the OH counterparts are somehow removed from the graphene surface. Density functional theory calculations show that water splittin...

Pyruvic Acid Hydrogenation in Water by Diamine-Capped Ruthenium Nanoparticles

Small-sized (dm = 2.07 nm) diamine (L)-stabilized ruthenium nanoparticles (NPs) were successfully synthesized upon the reaction of Ru(acetylacetonate)3 with hydrogen in the presence of L and dichloromethane. The obtained L-capped ruthenium nanoparticles (RuL) were used as-synthesized and after deposition on the surface of carbon (CK), featured by a high surface area (RuL@CK, Ru content of 0.44 wt %) to selectively catalyze the hydrogenation of pyruvic acid in water at reaction temperatures up...

Adaptive Drive as a Control Strategy for Fast Scanning in Dynamic Mode Atomic Force Microscopy

Atomic Force Microscopy (AFM) is an advanced imaging technique which features nanoscale resolution and the ability to work under physiological conditions on soft samples. Modern AFM systems offer easy access to Dynamic Mode imaging which reduces the tip–sample interaction and increases the effective resolution. However, the intrinsic nature of this driving strategy induces a trade-off between three different aspects: the scanning speed, an accurate topography reconstruction and weak interacti...

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Prodotti recenti

Advancing LOINC Mapping with AI: Insights from LARA’s RAG Implementation and Expert Evaluation

Optimal Control of an Electromechanical Energy Harvester

Room temperature water splitting at the basal plane of graphene grown on nickel

Pyruvic Acid Hydrogenation in Water by Diamine-Capped Ruthenium Nanoparticles

Adaptive Drive as a Control Strategy for Fast Scanning in Dynamic Mode Atomic Force Microscopy

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