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Pharmaceutical Patent Perceptions in Japan

Background: The recent trend of pharmaceutical companies commercializing new objects as new drugs based on the findings of academic medical researchers, commonly categorizing them as “academic drug discovery” is increasingly gaining popularity in the pharmaceutical industry. Studies state that academic researchers based in universities have lower motivation to apply for patents. However, none of the studies evaluated the existence and extent of the “motivation for patent” in academic re...
United States Howard Florey Alexander Fleming Jikei University School Of Medicine Kyoto University Property Association Of Japan

Geostationary Earth Orbit Hyperspectral Infrared Radiance data improve local severe storm forecasts proofed by using a new Hybrid OSSE method

Scientists are developing data assimilation methods for Numerical Weather Prediction models that will increase the quality of initialization data from satellites. The Observing System Simulation Experiment (OSSE) is designed to use data assimilation to investigate the potential impact of future atmospheric observing systems. Traditional OSSE processes require significant effort to compute, simulate, and calibrate information, then assimilate the data to produce a forecast. Therefore, model meteo...
United States Jun Li University Of Wisconsin Madison Cooperative Institute For Meteorological Satellite Advances In Atmospheric Sciences Observing System Simulation Experiment

"Improving rock mechanical properties estimation using machine learning" by Ruizhi Zhong, Matt Tsang et al.

ABSTRACT: Rock mechanical properties (e.g., uniaxial compressive strength or UCS, Young’s modulus, and Poisson’s ratio) are important input parameters for geotechnical assessment and excavation designs. Two common methods used to obtain these parameters are laboratory testing and geophysical logging. The former delivers probably the most reliable results, but can be costly and time-consuming and for a lot of the time it is challenging to source sufficient samples. Alternative ways to better ...
Mean Absolute Error Root Mean Square Error சராசரி பிழை வேர் சராசரி சதுரம் பிழை
Source: uow.edu.au

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