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Umeå universitet
printicon
Huvudmenyn dold.
Personalbild Santhan Reddy Penaka

Santhan Reddy Penaka

0000-0002-7790-4855

Kontakt

E-post
santhan.penaka@umu.se
Telefon
090-786 76 55, 072-203 56 10

Verksam som

Anknytning
Övrig/annan befattning vid Institutionen för tillämpad fysik och elektronik
Plats
Besöksadress, se karta
Projecting climate resilience of urban building stocks: A data-augmented archetype approach for future Nordic climates
Energy and Buildings, Elsevier 2026, Vol. 359
Feng, Kailun; Penaka, Santhan Reddy; Yu, Haitao; et al.
Heterogeneity-aware building stock modelling for urban energy transitions
Umeå: Umeå University 2026
Penaka, Santhan Reddy
Diverse occupant behaviour and urban building heterogeneity to enhance urban building energy modelling
Energy and Buildings, Elsevier 2026, Vol. 351
Penaka, Santhan Reddy; Feng, Kailun; Olofsson, Thomas; et al.
Impact of thermal properties on building stock energy use using explainable artificial intelligence
ICCREM 2024: ESG Development in the Construction Industry: proceedings of the International Conference on Construction and Real Estate Management 2024, American Society of Civil Engineers (ASCE) 2025 : 870-878
Penaka, Santhan Reddy; Feng, Kailun; Lu, Weizhuo
Improved energy retrofit decision making through enhanced bottom-up building stock modelling
Energy and Buildings, Elsevier 2024, Vol. 318
Penaka, Santhan Reddy; Feng, Kailun; Olofsson, Thomas; et al.
Data-driven quantitative analysis of an integrated open digital ecosystems platform for user-centric energy retrofits: A case study in northern Sweden
Technology in society, Elsevier 2023, Vol. 75
Liu, Bokai; Penaka, Santhan Reddy; Lu, Weizhuo; et al.
Automated machine learning-based framework of heating and cooling load prediction for quick residential building design
Energy, Elsevier 2023, Vol. 274
Lu, Chujie; Li, Sihui; Penaka, Santhan Reddy; et al.
A data-driven framework for building energy benchmarking and renovation decision-making support in Sweden
SBE23-Thessaloniki: Sustainable built environments: Paving the way for achieving the targets of 2030 and beyond
Penaka, Santhan Reddy; Feng, Kailun; Rebbling, Anders; et al.
Data-driven modelling of building retrofitting with incomplete physics: a generative design and machine learning approach
Journal of Physics, Conference Series, Institute of Physics (IOP) 2023, Vol. 2654
Yu, Haitao; Feng, Kailun; Penaka, Santhan Reddy; et al.
Energy-efficient retrofitting with incomplete building information: a data-driven approach
E3S web of conferences
Feng, Kailun; Lu, Weizhuo; Penaka, Santhan Reddy; et al.
Interactive visual analytics platform for public engagement in energy-efficient building transitions: evidence from a Nordic city empirical study
Feng, Kailun; Penaka, Santhan Reddy; Lu, Weizhuo
An integrated framework for tailored building envelope retrofits in swedish municipalities: from heterogeneous big data to explainable AI
Penaka, Santhan Reddy; Feng, Kailun; Olofsson, Thomas; et al.
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