Essays about: "Prediction interpolation"

Showing result 1 - 5 of 20 essays containing the words Prediction interpolation.

  1. 1. Optimizing Load Balancing inRaytracing for Radio Frequency PropagationPredictive models developed for simulation systems

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Wenhao Zhu; [2023]
    Keywords : ;

    Abstract : This thesis presents two predictive models with the aim of pre-allocating memory efficiently in the Ericsson Radio Frequency Propagation Simulation System through the prediction model, so as to achieve the effect of load balancing. The proposed approaches utilize interpolation and the Gradient Boosting Decision Tree (GBDT) method from machine learning for prediction and  apply both methods in multiple test scenarios. READ MORE

  3. 2. Deep learning for temporal super-resolution of 4D Flow MRI

    University essay from KTH/Matematik (Avd.)

    Author : Pia Callmer; [2023]
    Keywords : Temporal super-resolution; 4D Flow MRI; CNN; Artificial Intelligence; MRI; 4D flow; Temporal superupplösning; 4D flöde MRI; CNN; artificiell intelligens; MRI; 4D-flöde;

    Abstract : The accurate assessment of hemodynamics and its parameters play an important role when diagnosing cardiovascular diseases. In this context, 4D Flow Magnetic Resonance Imaging (4D Flow MRI) is a non-invasive measurement technique that facilitates hemodynamic parameter assessment as well as quantitative and qualitative analysis of three-directional flow over time. READ MORE

  4. 3. Combining scientific computing and machine learning techniques to model longitudinal outcomes in clinical trials.

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Harshavardhan Subramanian; [2021]
    Keywords : Bootstrap sampling; Cubic spline interpolation; Sparse regression; SINDy; Bayesian inference; Mechanistic Modeling; Scientific computing;

    Abstract : Scientific machine learning (SciML) is a new branch of AI research at the edge of scientific computing (Sci) and machine learning (ML). It deals with efficient amalgamation of data-driven algorithms along with scientific computing to discover the dynamics of the time-evolving process. READ MORE

  5. 4. Prediction in a Dynamic System using Nodal Patterns

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Giri Sai Maruthi Venkateswarlu Viswanadhuni; Ravi Varma Injeti; [2020]
    Keywords : Bus Communication; Communication Network; Dynamic; Long-Short-Term Memory; Nodes; Patterns; Prediction; Spline Interpolation; Telecommunication.;

    Abstract : Nowadays, communication networks have become an important part of our daily lives. The communication between any two points happens with the transfer of data between the nodes. But due to the non-functionality, non-availability, and long passway of nodes, the transmission of data over the networks is consuming an excessive amount of energy. READ MORE

  6. 5. Statistical Methods for Mineral Models of Drill Cores

    University essay from KTH/Matematisk statistik

    Author : Björn Johansson; [2020]
    Keywords : Ordinary Kriging; Variograms; Geostatistics; Statistical Methods; Ordinary Kriging; Variogram; Geostatistik; Statistiska Metoder;

    Abstract : In modern mining industry, new resource efficient and climate resilient methods have been gaining traction. Commissioned efforts to improve the efficiency of European mining is further helping us to such goals. Orexplore AB's X-ray technology for analyzing drill cores is currently involved in two such project. READ MORE