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.
PreprintResearch Square2026#ESGDOI
From Compliance to Value: The CSRD and Green Taxonomy Revolution for Sustainable Value Creation in Tunisian Enterprises
Berrahal A, Langar S
This paper examines the impact of the EU's CSRD and Green Taxonomy on sustainability reporting and strategic value creation in Tunisian enterprises. It analyzes the tension between compliance-oriented approaches and ESG-integrated value cre…
Preprint🇺🇸 USAResearch Square2026#Energy TransitionDOI
Comparing the Carbon Footprints of Low-Activity Radioactive Waste Immobilization Techniques
Rothwell G
This study compares carbon footprints of vitrification versus grouting for low-activity radioactive waste at Hanford. Vitrification emits ~32 tCO2e/m3, while grouting with rail transport emits ~2.5 tCO2e/m3, highlighting rail infrastructure…
Preprint🌍 GlobalResearch Square2026#AI × ESGDOI
AI-Assisted Multidisciplinary Design Optimization of Hydrogen-Electric Aircraft Integrating Aerodynamics, Propulsion, Thermal Management, and Structural Mass
ABIR MAH, Paul B
This paper proposes an AI-accelerated MDO framework for hydrogen-electric aircraft that integrates aerodynamics, propulsion, thermal management, and structural mass. Physics-informed neural network surrogates replace high-fidelity solvers w…
PreprintResearch Square2026#Energy TransitionDOI
Grid Impact Comparison of Classic and Multipulse Converter-Fed Electric Arc Furnaces
Pérez DM, Orcajo GAA
This paper compares the grid impact of classic AC and multipulse converter-fed electric arc furnaces (EAF) using MATLAB/Simulink. The multipulse approach improves power factor to 0.87, reduces harmonic voltage distortion by 37-44%, and lowe…
PreprintZenodo2026#Renewable EnergyDOI
Hybrid Power Generation Using Solar, Wind, and Piezoelectric Energy Sources for Sustainable and Reliable Electricity Generation
Baddi Prasanth Kumar, Manneli Talpagiri, Pothula Sreenivasulu
This paper proposes a hybrid power generation system integrating solar PV, wind, and piezoelectric sources to ensure reliable electricity supply. Each source's complementary characteristics are utilized, with power conditioned and stored in…
DatasetZenodo2026#AI × ESGDOI
Hybrid Energy Storage Dataset
Ziya07
This dataset contains 5-minute interval operational data from a synthetic Hybrid Energy Storage System (HESS), including solar/wind generation, grid power, battery/supercapacitor states, hydrogen production, load demand, supplied power, pow…
PreprintZenodo2026#AI × ESGDOI
Hybrid Energy Storage System Dataset and Reproducibility Code for Multi-Task LSTM–GRU-Based Power Loss Prediction
ALPSALAZ, Feyyaz, Aslan, Emrah, Özüpak, Yıldırım +1
This repository provides code and dataset for an explainable multi-task LSTM-GRU framework predicting power loss and assessing energy efficiency in hybrid renewable energy storage systems. It includes preprocessing, sliding-window generatio…
PreprintZenodo2026#Energy TransitionDOI
Study of the effect of changes in cell output temperature on the net efficiency of solid oxide fuel cell power generation
Handrea Bernando Tambunan, Ignatius Riyadi Mardiyanto, Lina Troskialina +4
This study analyzes the impact of output temperature on the efficiency of solid oxide fuel cell (SOFC) power generation through simulation. Increasing the output temperature from a fixed input of 700°C enhances net efficiency, reaching appr…
Preprint🌍 GlobalZenodo2026#Energy TransitionDOI
Behind-the-Meter Power for Hyperscale Campuses: Multi-Market Techno-Economic Framework (code and data)
Dutta, Sweta
This repository provides code and data for a techno-economic framework for grid-constrained energy supply under carbon pricing and equipment lead-time uncertainty, applied to hyperscale campuses. It uses NREL PVWatts solar profiles for repr…
🇯🇵→🌍 Japan-to-Global🇯🇵 JapanDatasetZenodo2026#CCUSDOI
Data for Pathak et al., "Deployment of Direct Air Capture to Achieve India's Net-Zero Target"
Pathak, Anuj
This dataset supports the paper analyzing the deployment of direct air capture (DAC) to achieve India's net-zero target. It enables reproducibility and transparency of the reported results, including DAC scale, costs, and policy implication…
Preprint🇺🇸 USAZenodo2026#Energy TransitionDOI
What Is Actually New in Mining? Why the coupling of familiar forces, not any single force, defines the current period
Nelson, Priscilla P.
This essay argues that since 2020, mining faces not a single new force but an unprecedented coupling of familiar pressures—decarbonization demand, geopolitics, labor, capital—creating structural change. It contends that treating these as se…
PreprintZenodo2026#CCUSDOI
Carbon Dioxide Utilization and Removal: Building Circular Carbon Economy
Belay Sitotaw Goshu, Muhammad Ridwan
This study evaluates CDR/CCU viability, barriers, employment transitions, and policy-financing needs in Ethiopia, using multidimensional assessment across 10 technologies and 9 regions. It proposes a 70:30 CDR-CCU portfolio for 10 GtCO2/yea…
PreprintarXiv2026#Energy TransitionDOI
Transforming Remanufacturing Automation with Large Language Models: A Forward-Looking Analysis with Case Studies
Chang Liu, Sara Behdad, Prabhakar Pagilla +2
This paper explores the potential of large language models (LLMs) to automate remanufacturing processes within the circular economy. It proposes a conceptual framework, ReManGPT, and illustrates its application through case studies on EV ba…
PreprintarXiv2026#Carbon Pricing
Open Information: A Defining Perspective on Web Datasets for Carbon Pricing
Sidharth Mallik, Anastasios Megaritis, Waymond Rodgers
This paper defines 'open information' from web datasets and tests its materiality for carbon pricing using EU ETS allowance prices. VAR and GARCH-X models cannot rule out its existence, providing a conceptual basis for integrating web data …
DatasetZenodo2026#AI × ESGDOI
cdp-atlas: Structural Analysis of the CDP Corporate Questionnaire (Module 7, 2024–2026) — Rights-Safe Aggregate Release
Kokubu, Hiroyuki
This dataset release analyzes the CDP corporate questionnaire (Module 7) as an institutional computation device, modeling 2,958 datapoints across 2024-2026 cycles. Each datapoint is classified on three axes (Substance, Narrative, Enforceabi…
🇨🇳 ChinaDatasetScience Data Bank2026#Carbon AccountingDOI
FineKarstAGB: A Fine-Grained, High-Resolution Dataset of Aboveground Biomass in Southwest China
Yixiang Li, Yongqing Bai, Zhengchao Chen
FineKarstAGB is a 30-meter resolution aboveground biomass dataset for karst regions in Southwest China, generated using deep learning with sub-meter satellite imagery and national forest inventory data. Validated against independent plots a…
Peer-reviewed🇪🇺 EuropeJournalEnvironmental Research Letters2026#Climate ScienceDOI
Tradeoffs between nutrient load reductions and greenhouse gas dynamics in constructed agricultural wetlands
Martyn N. Futter, Mike Peacock, Emma E. Lannergård +5
Over three years, 40 Swedish constructed agricultural wetlands were monitored for water chemistry, dissolved GHGs, methane emissions, and sediment properties. Inlet phosphorus correlated positively with dissolved methane, revealing a tradeo…
Peer-reviewedJournalAgriculture, Ecosystems & Environment2026#OtherDOI
Effects of shrimp-rice co-culture on greenhouse gas emissions from the water surface of shrimp ponds and its mechanisms
Mei Wang, Qiongyi Qiu, Yu Gong +5
This paper examines the effects of shrimp-rice co-culture on greenhouse gas emissions from shrimp pond water surfaces and its mechanisms. It suggests potential emission reductions, contributing to sustainable aquaculture.
Peer-reviewedJournalSoil and Tillage Research2026#agricultureDOI
Long‑term responses of greenhouse gas emissions and soil organic carbon to maize cropping system and tillage intensity
Lagomarsino Alessandra, Fantappiè Maria, Becagli Claudia +6
This study examines long-term effects of maize cropping systems and tillage intensity on greenhouse gas emissions and soil organic carbon. It provides insights into carbon sequestration and emission reduction potential in agriculture, contr…
Peer-reviewedJournalFuel2026#Energy TransitionDOI
Least-cost optimal scenarios to a net-zero energy system: integration of battery energy storage, hydrogen storage, and carbon capture and storage
Riadh M. Habour, Mohammad Sameti, Cheikh R. Bernaoui +5
This paper presents least-cost optimal scenarios for achieving a net-zero energy system, quantitatively evaluating the integration of battery energy storage, hydrogen storage, and carbon capture and storage. It analyzes technology choices a…