Essays about: "MSE"

Showing result 36 - 40 of 106 essays containing the word MSE.

  1. 36. Uncertainity in Renewable Energy Time Series Prediction using Neural Networks

    University essay from Karlstads universitet/Institutionen för matematik och datavetenskap (from 2013)

    Author : Phil Aupke; [2021]
    Keywords : Time Series Data; Uncertainty; Machine Learning;

    Abstract : With the increasing demand for solar energy, the forecast of the PV station energy production has to be as precisely as possible. To make the prediction more robust, also correlated infor- mation about the weather can be added to the previous energy production of the PV station. READ MORE

  3. 37. Deep learning for non-intrusive sensing in turbulence with passive scalars

    University essay from KTH/Strömningsmekanik och Teknisk Akustik

    Author : Arivazhagan Geetha Balasubramanian; [2021]
    Keywords : Turbulent boundary layer; passive scalar; direct numerical simulation; Prandtl number; Machine learning; convolutional neural network; Turbulent gränsskikt; passiv skalär; direkt numerisk simulering; Prandtl-nummer; maskininlärning; faltningsneurala nätverk;

    Abstract : The near-wall modelling of turbulent flows has been an active field of research due to the computational cost associated with the direct numerical simulations of such flow, which are characterized by a wide range of length and time scales. With the recent advancements in technological capabilities, the availability of high-fidelity data has enabled the construction of data-driven approaches to model turbulence. READ MORE

  4. 38. Evaluation of deep-learning image reconstruction for photon-counting spectral CT : A comparison between image domain- and projection domain-denoising

    University essay from KTH/Skolan för teknikvetenskap (SCI)

    Author : Morris Eriksson; Hannes Karlsson; [2021]
    Keywords : ;

    Abstract : A promising new technology in medical imaging is photon-counting detectors (PCD). Itcould allow for images with higher resolution, less noise, improved material decomposi-tion while possibly reducing radiation exposure for patients. READ MORE

  5. 39. Optimizing webcam eye-tracking using appearance-based methods with Deep Neural Networks Investigating the effects of pre-processors on the performance of the eye tracking model

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Navinkumar Palanisamy; [2021]
    Keywords : ;

    Abstract : Research and development in eye-tracking domain have been carried outfor quite some time but usually requires specialized hardware toperform eye-tracking. Deep learning and computer vision has opened aplethora of opportunities to solve eye-tracking problems using theintegrated camera on mobiles/tablets and desktops. READ MORE

  6. 40. Using Neural Networks to Predict Cell Specific Productivity in Bioreactors

    University essay from Umeå universitet/Institutionen för fysik

    Author : Frida Nordström; [2021]
    Keywords : machine learning; neural networks; nn; biopharma; sartorius; bioreactor; metabolic productivity; cell;

    Abstract : During production of certain biopharamaceutical drugs, cells are grown in a liquid mediainside bioreactors with the goal of producing a specic biomaterial that can be rened intoa drug. This project investigates whether the use of Neural Networks (NN) can decreasethe prediction error, in terms of Mean Squared Error (MSE), for 2 metabolic processes incells compared to current methods. READ MORE