Essays about: "State space models"

Showing result 1 - 5 of 109 essays containing the words State space models.

  1. 1. Investigating Machine Learning for verification of AMBA APB protocol.

    University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

    Author : Abhiram Srisai Kishore; Mohammed Wasim; [2022]
    Keywords : Machine learning; SOC Verification; AMBA; Neural Networks; Deep Learning; Assertions.; Technology and Engineering;

    Abstract : It is a well-known fact that in any Application Specific Integrated Circuit (ASIC) design, verification consumes most time and resources. And when it comes to huge designs, finding bugs can be tedious given the area and the complexity. As per Moore’s law, the design complexity is increasing exponentially due to the growing demand for performance. READ MORE

  2. 2. Exploratory Analysis of Isoelectric Point Prediction with Simple Feature Encoding

    University essay from KTH/Tillämpad fysik

    Author : Henrik Söderhielm; [2022]
    Keywords : Applied Physics; Biotechnology; Tillämpad Fysik; Bioteknolgi;

    Abstract : Proteomics is the large scale study of proteins in biological systems such as those found in human cells. The understanding of proteomes, i.e. the complete set of proteins expressed by an organism, has especially useful applications in the medical field such as genetic research and drug discovery. READ MORE

  3. 3. Modelling the global water cycle – the effect of Mg-sursassite on the amount of globally subducted water

    University essay from Göteborgs universitet/Institutionen för geovetenskaper

    Author : Nils Benjamin Gies; [2021-07-05]
    Keywords : ;

    Abstract : Subduction of hydrated lithospheric mantle is the most important process regarding the transfer of significant amounts of water to depths exceeding 350 km. Hence, the interplay of the thermal structure within the subducted slab together with the PT-stability fields of hydrous ultra-high pressure phases control the dehydration of the slab and the amount of water transported into the deeper mantle. READ MORE

  4. 4. Predicting safe drug combinations with Graph Neural Networks (GNN)

    University essay from Uppsala universitet/Institutionen för farmaceutisk biovetenskap

    Author : Amirhossein Amanzadi; [2021]
    Keywords : Drug Combination; Polypharmacy Side Effects; Graph Neural Networks;

    Abstract : Many people - especially during their elderly - consume multiple drugs for the treatment of complex or co-existing diseases. Identifying side effects caused by polypharmacy is crucial for reducing mortality and morbidity of the patients which will lead to improvement in their quality of life. READ MORE

  5. 5. Modeling the Heat Flow Dynamics of a Houses Using Stochastic Differential Equations

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : Pablo Sabino Mayo Nardone; [2021]
    Keywords : Mathematical Model; thermal model; heat dynamics modelling; differential equations; space-state equation; grey-box modelling;

    Abstract : This research aims to explore new ways of assessing energy performance within housing units. The mainobjective of this work is to propose a heat dynamics model based on monitoring data, to contribute towardsan energy-efficient transition in the building sector. READ MORE