Warming-driven shifts in global building energy use reshape climate mitigation planning.

Mengting Zhu, Mengqi Zhao, Rongqi Zhu, Jiyong Eom, Yuyu Zhou, Sha Yu, Fengqiao Mei, Yang Ou

Abstract read

In one paragraph

Article in Nature communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it

0cells of the map it votes in

0citing papers in PubMed

–field-weighted citation impact

1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Mengting ZhuCollege of Environmental Sciences and Engineering, Peking University, Beijing, China.

Mengqi ZhaoPacific Northwest National Laboratory, Richland, WA, USA.ORCID http://orcid.org/0000-0001-5385-2758

Rongqi ZhuCollege of Environmental Sciences and Engineering, Peking University, Beijing, China.ORCID http://orcid.org/0000-0003-2113-7754

Jiyong EomSchool of Business and Technology Management, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Republic of Korea.ORCID http://orcid.org/0000-0002-8092-5921

Yuyu ZhouInstitute for Climate and Carbon Neutrality, The University of Hong Kong, Hong Kong, China.ORCID http://orcid.org/0000-0003-1765-6789

Sha YuCenter for Global Sustainability, University of Maryland, College Park, USA.

Fengqiao MeiCollege of Environmental Sciences and Engineering, Peking University, Beijing, China.

Yang OuCollege of Environmental Sciences and Engineering, Peking University, Beijing, China. yang.ou@pku.edu.cn.ORCID http://orcid.org/0000-0002-1889-6218

Funding

National Natural Science Foundation of China (National Science Foundation of China) 72474002

6 · The paper itself

Abstract

Global warming is reshaping energy demand in buildings, one of the largest sectors for energy consumption and CO

Identifiers

PMID42277022

DOI10.1038/s41467-026-74289-1

PMCPMC13369767

What OpenQuestion holds

Textmetadata

LicenceCC BY-NC-ND

Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.