This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 14 contributing 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.
Showing 1281–1300 of 4137 papers
Regueiro y González-Barros, Manuel
This paper reviews the geopolitical competition over strategic minerals like lithium, cobalt, and rare earths, focusing on the EU's dependence on China. It highlights the need for supply diversification, domestic mining, recycling, and inte…
Kacperski, Celina, Bielig, Mona, Lange, Florian +2
This paper proposes the Total Experimental Field Trial Error framework, systematically accounting for errors in field trials for the energy transition. Drawing on 12 trials, it shows how measurement, representation, and implementation error…
Kockat, Judit
This paper argues that buildings can actively participate in the energy system by providing demand-side flexibility. By shifting, reducing, or optimizing electricity demand, they help match supply and demand, manage peaks, and reduce pressu…
Open Energy Transition, Gilon, Thomas, Rüdt, Daniel +9
Open-TYNDP introduces an open-source PyPSA-Eur workflow to complement ENTSO-E's TYNDP, enhancing transparency and stakeholder participation in European energy planning. It provides a benchmarking framework against TYNDP 2024 scenarios and a…
Alimento, Ryan, Cook, Peter, Morimoto, Soichi +3
This supplementary file analyzes mineral demands and supply barriers for the energy transition in South and Southeast Asia. It identifies supply-demand gaps and policy challenges for critical minerals essential to regional decarbonization, …
Doepfert, Markus, Chu, Jiahe, Kraus, Hermann +3
This dataset accompanies a study that benchmarks eight competing electricity market architectures using agent-based modeling. It analyzes the trade-off between market design complexity and performance, offering insights for market rules tha…
Parrado-Hernando, Gonzalo, del Valle Sanchez, Cristina, Miguel González, Luis Javier
This supplementary material supports a study on how representing capacity deployment timing in integrated assessment models affects energy transition pathways and policy analysis. It includes model files, input data, scripts, and results to…
LEKBIR, DJAMEL
This study develops an Estimation-to-Compensation framework using double/debiased machine learning and causal forests to estimate installation-level heterogeneous effects of the EU ETS on ~1,900 German installations, validated on Chinese pi…
Mohammadi, Sepehr, Mostafa, Sherif, Jadidi, Zahra
This is a coded dataset and reproducibility package for a PRISMA-informed evidence map of AI and computational methods for carbon decision support in the built environment. It includes a 457-record audited database (335 primary studies, 102…
Schumm, Leon, Tautorus, Jan
This dataset provides input data for SHIFT, a spatially resolved techno-economic optimization model of global iron and steel supply chains under decarbonization. It identifies cost-optimal configurations for mining, hydrogen production, DRI…
Zainab Iyiola, Oluchi Ejehu, Michal Ezeh +3
The oil and gas sector accounts for ~5.1 Gt CO2eq direct emissions annually (~15% of global energy-related GHGs). This systematic review of 218 sources (2013-2024) evaluates CCS, hydrogen, and digital optimization pathways. Integrated strat…
C. Meier, Sebastian Wodak, Martin Schubert +2
This study evaluates decarbonization pathways for acetic acid production by combining process simulation with prospective LCA across China, the U.S., and Germany, comparing fossil-based and CO2-derived feedstocks. Currently, coal-based meth…
Jialong Zhao, Ke Wang, Xunpeng Shi +1
This paper addresses the lack of a universal benchmark for zero-carbon industrial parks (ZCIPs), proposing a standardized framework to guide their development. It analyzes existing research priorities and calls for rebalancing to align with…
Eduardo Andres Pardo-Piñashca, Muhammad Shahbaz, Ioannis Kyriakou +1
This paper examines AI as a general-purpose technology and its impact on the energy trilemma (security, equity, sustainability). It discusses AI's transformative role in optimizing energy systems and informing policy, offering insights for …
Fanxu Zeng, Xiaotong Chen
This paper examines the role of multi-stakeholder communication and negotiation in achieving a just energy transition in China. It highlights the importance of dialogue for social acceptance and policy formation, offering practical insights…
Shuxian Zheng, Yize Liu, Tong He +4
This study integrates a dynamic partial equilibrium model with LCA to quantify the net fossil energy savings of the global solar PV supply chain over its life cycle. Despite increased consumption from manufacturing and transport, the fossil…
Fanran Meng, Yiling Xiong, H.L. Gauch +5
This study quantifies the resource and climate implications of China's passenger vehicle fleet transition to 2050 using a bottom-up stock model. The fleet grows from 218 million in 2019 to 360-520 million by 2050, with lifecycle GHG, energy…
Jeremiah Say
Based on EPA Supply Chain GHG Emission Factors v1.3.0, this provides emission factors for 1,016 US commodities in kg CO2e per 2022 US dollar of purchaser price. The 135-fold spread (cement 3.924 to insurance 0.029) shows sector selection do…
Xiaomiao Lü, Yixin Chai, Tianliang Ma +3
This paper investigates three-compartment electrodialysis for removing heat-stable salts from degraded amine solutions in CO2 capture processes. It elucidates competitive ion transport mechanisms and optimizes process conditions to improve …
Patrick Stiles, USDOE National Nuclear Security Administration (NNSA), Congwang Ye
This study evaluates how different additives affect polymer properties for carbon capture applications. By systematically examining performance changes, it may provide guidelines for material design to improve CCUS efficiency. However, deta…
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