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.
JournalOpen MIND2026#Energy EfficiencyDOI
Digitally Fabricated, Topology‑Optimised Ribbed Reinforced Concrete Slabs for Low-Carbon Futures
Tobias Huber, Georg Windhager, Francesc Volgger +5
This paper proposes digitally fabricated, topology-optimised ribbed reinforced concrete slabs that reduce material usage and embodied carbon, contributing to low-carbon building construction.
🌍 GlobalDatasetMendeley Data2026#Carbon AccountingDOI
Shrub encroachment increases mineral-associated organic carbon accumulation but exhibits low saturation in global grassland
贵娟 李
This dataset investigates how shrub encroachment affects soil organic carbon fractions (POC and MAOC) in global grasslands. Meta-analysis reveals that shrub encroachment increases mineral-associated organic carbon (MAOC) accumulation but ex…
CNDatasetMendeley Data2026#AI × ESGDOI
Towards a low-carbon digital future: AI affordance and digital-green synergistic transformation of manufacturing firms
Hao Wang
This study uses data from 2,334 Chinese A-share listed manufacturing firms (2015-2024) and a double machine learning model to show that AI affordance (AIA) significantly promotes digital-green synergistic transformation (DGST). Technologica…
🌍 GlobalPreprintResearch Square2026#Carbon AccountingDOI
Low-Carbon Kaolin Subgrade Stabilization Using Micro- and Nano-Stabilizers: Experimental, Numerical and Life Cycle Assessment
Abolfazl Soltani, Arash Aminaee, Atousa Alesoltan +2
This study evaluates low-carbon kaolin subgrade stabilization using micro- and nano-stabilizers through experiments, numerical analysis, and LCA. It demonstrates reduced CO2 emissions while maintaining mechanical performance, contributing t…
🇨🇳 ChinaPreprintResearch Square2026#EV & TransportDOI
Study on Manufacturers' Operational Decisions under Different Production and R&D Strategies of New Energy Vehicle Batteries in the Context of Low Carbon Economy
Junlan Tan, Hongxia Chen, Deibin Yang +3
This study analyzes how production and R&D strategies for new energy vehicle batteries affect manufacturers' operational decisions in a low-carbon economy. Focusing on Chinese manufacturers, it examines optimal production quantities and pri…
JournalZenodo (CERN European Organization for Nuclear Research)2026#CCUSDOI
CAPTURING CO2 USING SESBANIA GRANDIFLORA ACTIVATED CARBON
Vasiraja N
This study evaluates CO2 capture performance using activated carbon derived from Sesbania grandiflora. Experiments show efficient CO2 adsorption by this biomass-based material. The findings contribute to developing low-cost and sustainable …
🌍 GlobalJournalFrontiers2026#CCUSDOI
Modelling the net capture performance of leading carbon dioxide removal technologies
Ahmed Abdulla
This thought piece models the net capture performance of leading carbon dioxide removal technologies, offering actionable insights for policymakers and investors to prioritize support for CDR deployment.
🇪🇺 EuropeDatasetZenodo (CERN European Organization for Nuclear Research)2026#CCUSDOI
Prospective LCA of methanol synthesis from plasma-assisted waste gasification with carbon capture
Aleš Paulu
This paper conducts a prospective life cycle assessment (LCA) of methanol synthesis via plasma-assisted waste gasification with carbon capture, evaluating GHG reduction potential and integration of waste treatment and fuel synthesis.
🇪🇺 EuropePreprintZenodo (CERN European Organization for Nuclear Research)2026#CCUSDOI
Electrospinning of softwood kraft lignin with cellulose acetate: dye adsorption, carbonization and carbon dioxide capture
Unnimaya Thalakkale Veettil, Fengyang Wang, Mirva Eriksson +2
This study investigates electrospinning of softwood kraft lignin with cellulose acetate to produce composite fibers, evaluating their dye adsorption capacity and subsequent carbonization for carbon dioxide capture. It demonstrates the poten…
JournalOpen MIND2026#CCUSDOI
A Closed-Loop Machine-Learning Framework for Inverse Design and Optimization of Carbon Capture and Storage and Underground Hydrogen Storage in Deep Saline Aquifers
Shixuan Cheng
This paper proposes a unified machine-learning framework combining simulation, active learning, SHAP interpretability, and evolutionary inverse design for carbon capture and storage (CCS) and underground hydrogen storage (UHS) in deep salin…
🇨🇳 ChinaPreprintResearch Square2026#Renewable EnergyDOI
People-Centered Design of Rural Household Photovoltaic Energy Storage Based on Public Datasets
Wenjun Tian, Ying Wang
This paper proposes a people-centered design of rural household photovoltaic energy storage systems using public datasets. It contributes to renewable energy adoption and household energy self-sufficiency.
🇨🇳 ChinaJournal2026#Renewable EnergyDOI
Biomass Resource Facilities and Biomass Conversion Processing for Fuels and Chemicals
Yan Tan, Lei Guo, Ziyang Wang +1
This review covers the preparation and characterization of biomass-derived carbon dots, biofuels, and biochar. It discusses green synthesis from plant parts and waste, the potential of biofuels for low-carbon emissions, and the use of bioch…
🇨🇳 ChinaPreprintResearch Square2026#Renewable EnergyDOI
Climate Policy Uncertainty: A weathervane for net electricity generation from renewable energy sources toward sustainable development?
Chi Wei Su, Yiwei Hu, Linjie Liu +2
This study empirically examines how climate policy uncertainty affects net electricity generation from renewable energy sources. Using country-level data, it reveals the mechanisms through which policy uncertainty influences renewable energ…
🌍 GlobalPreprintZenodo2026#Energy EfficiencyDOI
HYBRID CCO–SWO OPTIMIZATION FRAMEWORK FOR NET-ZERO SMART BUILDING ENERGY CONTROL
M. RAJKUMAR, Dr. V. GOKULA KRISHNAN, Dr. P. JESU JAYARIN, R. SENTHILKUMAR, Dr. KARNAM SREENU, Dr. S. KAVIARAAN
This paper proposes a hybrid metaheuristic optimization framework (CCO-SWO) for net-zero energy control in smart buildings. Simulation results show a 31.5% reduction in total energy consumption, 41.3% less grid reliance, and a high Net-Zero…
🇪🇺 EuropePreprintZenodo2026#ESGDOI
PFAS disclosure practices of Dutch listed companies: An exploratory study
Ihl-Deviv'e, Olga, Thijssens, Thomas
This study examines PFAS disclosure in 432 annual reports of Dutch listed firms (2019-2024). Only 19% of firms (8% of reports) mention PFAS, mainly in infrastructure and manufacturing. Disclosures rarely include metrics or assurance; only o…
PreprintZenodo2026#Renewable EnergyDOI
Advanced Semiconductor Materials for Renewable Energy Technologies
Dr. Dipak Ashok Zope, Prof. Nitin S. Bharambe, Prof. Shrikrushna U. Bombatkar +4
This review comprehensively summarizes recent advances in semiconductor materials for renewable energy technologies, including solar cells, hydrogen production, and thermoelectric devices. It focuses on efficiency and stability improvements…
🇪🇺 EuropePreprintZenodo2026#Energy TransitionDOI
Marchetti's Cold Case Energy Model Needs Revisiting: Competing energy sources in an evolutionary process of substitution?
MORELLI, Rocco
This paper critically analyzes the logistic substitution model of energy sources by Marchetti and Nakicenovic (1979). Using a cold case approach, it compares historical projections with actual data for 2024-2025, highlighting divergences du…
PreprintZenodo2026#Renewable EnergyDOI
INTELLIGENT POWER QUALITY IMPROVEMENT IN HYBRID RENEWABLE ENERGY SYSTEMS VIA STATCOM AND GREY WOLF OPTIMIZATION
S. V. R. LAKSHMI KUMARI , M. UMA VANI
This paper proposes an intelligent control approach using STATCOM and Grey Wolf Optimization (GWO) to improve power quality in grid-connected hybrid solar-wind systems. It addresses voltage fluctuations, three-phase faults, and harmonics vi…
🇺🇸 USAJournalFigshare2026#Energy TransitionDOI
Battery Energy Storage Systems Action and Accountability Plan
Beto Lugo Martinez
RiSE4EJ, an environmental justice organization, proposes a holistic approach for battery storage and electrification that prioritizes community needs, cumulative impacts, and just transition. The plan emphasizes waste management, siting dec…
🌍 GlobalJournalFigshare2026#Energy TransitionDOI
Battery Energy Storage Systems
Beto Lugo Martinez
RiSE4EJ发布了关于电池储能系统开发的建议,强调社区参与和公正转型,旨在确保清洁能源转型不重复化石燃料的剥削模式,注重整体方法和公平性。