GX Research Hub · English
GX & Decarbonization Research
This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 13 open scholarly metadata sources and uses AI-assisted classification to identify signals related to measurement, policy narratives, outcomes, implementation, industrial adoption, and verification.
The goal is not only to discover papers, but to observe how GX research is distributed across research substance, implementation narratives, external expectations, implementation substance, and judgment formation.
Summaries are AI-assisted. Always refer to the original paper for authoritative conclusions.
📚 Peer-reviewed · JournalClimatic Change2026#Energy TransitionDOI
Physical limits to net-zero: how critical minerals reshape the global carbon budget
Yassine Charabi
This paper discusses how physical constraints of critical minerals (lithium, cobalt, etc.) reshape the global carbon budget for net-zero. It argues that resource availability and geographical concentration may limit the deployment speed of …
🇯🇵→🌍 Japan-to-Global🇯🇵 Japan📚 Peer-reviewed · JournalJ-STAGE#Energy TransitionDOI
Analysis towards realizing a decarbonized society in 2050 using the AIM model
AIMモデルを用いた2050年脱炭素社会実現に向けた分析
(著者不明)
This paper analyzes scenarios for Japan's 2050 decarbonization targets using the AIM integrated assessment model, evaluating energy system transitions and policy options to achieve net-zero emissions.
🇯🇵→🌍 Japan-to-Global🇯🇵 Japan📚 Peer-reviewed · JournalJ-STAGE#Energy TransitionDOI
Research Trends in Japan's Energy Supply and Demand Models for Achieving Carbon Neutrality by 2050
2050年カーボンニュートラル実現に向けた日本のエネルギー需給モデルの研究動向
(著者不明)
This paper reviews research trends in energy supply and demand models for achieving Japan's 2050 carbon neutrality. It summarizes modeling approaches, scenario analyses, and policy implications, highlighting future research needs.
CN📚 Peer-reviewed · JournalEnvironmental Research Communications2026#Energy TransitionDOI
Leveraging integrated modeling methods to assess key technologies and predict air quality for synergistic pollution and carbon reduction in Beijing
Wei Wen, Kaiqi Zhang, Xin Ma +4
This study develops an integrated modeling framework combining LEAP-Beijing, Marginal Abatement Cost analysis, and WRF-Chem to simulate Beijing's energy-emission pathways from 2030 to 2050. It evaluates 37 mitigation technologies and identi…
🇨🇳 China📚 Peer-reviewed · JournalNature Climate Change2026#Energy TransitionDOI
Promising climate progress from net-zero ambitions to the Paris Agreement goal
Isabela Schmidt Tagomori, Fabio A. Diuana, Luiz Bernardo Baptista +21
Using a multi-model analysis, this paper shows that current net-zero pledges bring the world closer to a well-below 2°C pathway, but an emission gap remains. Increasing ambition and international cooperation are crucial, while reaching the …
🌍 GlobalJournal2026#Energy TransitionDOI
Nanomaterials in Biomass Conversion for Sustainable Bioenergy Generation
Lalita Rana, Manish Kumar, Sumit Sow +7
This chapter explores how nanomaterials (carbon nanotubes, metal nanoparticles, mesoporous structures) enhance biomass conversion to bioenergy by improving kinetics, selectivity, and energy efficiency in thermochemical and biochemical proce…
📚 Peer-reviewed · JournalIEEE transactions on industry applications2026#Energy TransitionDOI
Fuzzy Inference-Based Power System Planning Considering Collaborative Decarbonization on the Supply-Demand Side
Chenxi Zhang, Yi Yang, Jing Qiu +2
This paper proposes a two-stage decarbonization framework for power systems that integrates supply-side retrofitting of coal plants with CCUS and power-to-gas, and demand-side carbon response using an enhanced emission flow model for indust…