Essays about: "Theory-Guided Data Science"

Found 2 essays containing the words Theory-Guided Data Science.

  1. 1. Machine Learning for Air Flow Characterization : An application of Theory-Guided Data Science for Air Fow characterization in an Industrial Foundry

    University essay from Karlstads universitet

    Author : Robin Lundström; [2019]
    Keywords : Machine learning; ML; Echo State Map; ESM; Echo State Network; ESN; Gaussian Process; GP; Computational Fluid Dynamics; CFD; Theory-Guided Data Science; TGDS; Physics-Guided Data Science; Data science; Cross-discipline; Hybrid model; MatLab; Maskininlärning; ML; Echo State Map; ESM; Echo State Network; ESN; Gaussiska Processer; GP; Beräkningsströmningsdynamik; CFD; MatLab;

    Abstract : In industrial environments, operators are exposed to polluted air which after constant exposure can cause irreversible lethal diseases such as lung cancer. The current air monitoring techniques are carried out sparely in either a single day annually or at few measurement positions for a few days. READ MORE

  3. 2. Making urban places : a social innovation transition through placemaking in Lund, Sweden

    University essay from Lunds universitet/LUCSUS

    Author : Sophia Schuff; [2014]
    Keywords : participatory planning; sustainability science; placemaking; socio-technical transition; Lund; Social Sciences;

    Abstract : Urban design and city planning have historically been a practice undertaken by distanced experts and funded by detached donors and political bodies. The result is often urban sprawl, transit domination, and streets deprioritizing pedestrians. READ MORE