Anton Sugolov, Eric Emmenegger, Andrew D Paterson, Lei Sun
Statistical Learning of Large-Scale Genetic Data: How to Run a Genome-Wide Association Study of Gene-Expression Data Using the 1000 Genomes Project Data
Statistics in biosciences
nowadays debates addressing climate change fossil fuels depletion energy security highlight need sustainable built environment order reduce energy consumption emission trends buildings sector meeting targets challenge calls innovative research improve use renewable energy sources new technologies holistic tools methodologies research integrate dynamics main drivers energy supply demand buildings support new policies plans actions towards lowering built environment burdens paper brings together ten research topics concerning energy environmental performance buildings support shift towards sustainable built environment background information state art literature covered research topics briefly summarized gaps identified guidelines future research provided selected topics cover different stages along lifetime buildings design operation retrofitting endoflife different scale approaches building elementscomponents building district urban scales different methods assess energy environmental performance buildings lifecycle assessment generative design methods retrofitting tools topics discussed nearly zeroenergy buildings control domestic energy resources smart grid scenarios need include endusers behaviors dynamics energy demand advantages improving thermal storage using phase change materials importance reducing heating cooling energy demand maintaining indoor thermal comfort optimization heating cooling fluids system control