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Multi-input and Multi-variable systems01:22

Multi-input and Multi-variable systems

Cruise control systems in cars are designed as multi-input systems to maintain a driver's desired speed while compensating for external disturbances such as changes in terrain. The block diagram for a cruise control system typically includes two main inputs: the desired speed set by the driver and any external disturbances, such as the incline of the road. By adjusting the engine throttle, the system maintains the vehicle's speed as close to the desired value as possible.
In the absence of...
Combining Functions01:16

Combining Functions

Functions can be combined to form new mathematical models that describe interactions between variables. These combinations are fundamental in understanding relationships between changing quantities and are commonly encountered in scientific and engineering contexts. The combination methods—addition, subtraction, multiplication, division, and composition—each have unique implications for the resulting function’s domain and behavior.When combining functions through arithmetic operations, such...

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MR Molecular Imaging of Prostate Cancer with a Small Molecular CLT1 Peptide Targeted Contrast Agent
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Desarrollo de péptidos de unión a gadolinio basado en aprendizaje automático

Nir A Dayan, Makayla Long, Nicolas Scalzitti

    bioRxiv : the preprint server for biology
    |December 31, 2025
    PubMed
    Resumen
    Este resumen es generado por máquina.

    Los investigadores desarrollaron una plataforma de aprendizaje automático para diseñar nuevos péptidos de unión a gadolinio. Estos péptidos mejoran la relaxividad del agente de contraste de resonancia magnética, ofreciendo una herramienta prometedora para la imagenología y el diagnóstico de precisión.

    Palabras clave:
    aprendizaje automáticopéptidos de unión a gadolinioagentes de contraste de resonancia magnéticarelaxividaddiagnóstico de precisióningeniería de proteínasbiología molecularbioquímica

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