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.
🌍 Global📚 Peer-reviewed · ConferenceProcedia CIRP2024#Carbon AccountingDOI
Life Cycle Engineering as a Pathway to Achieving Net-zero Targets
Kara S.
This paper discusses how Life Cycle Engineering (LCE) can contribute to achieving net-zero targets. LCE enables environmental burden reduction across all stages of products and processes, providing a crucial framework for corporate decarbon…
🌍 Global📚 Peer-reviewed · JournalEnvironmental Research Letters2024#Climate ScienceDOI
Ambitious efforts on residual emissions can reduce CO2 removal and lower peak temperatures in a net-zero future
Fuhrman J.
This paper analyzes how ambitious reductions in residual emissions can reduce the need for carbon dioxide removal (CDR) and lower peak temperature overshoot in a net-zero future. It explores the balance between emission reduction and CDR, p…
🇪🇺 Europe📚 Peer-reviewed · JournalFinance research letters2026#Transition FinanceDOI
GDP at transition risk
Dirk Schoenmaker, Willem Schramade
Develops a two-stage model quantifying GDP exposure to transition risk by combining sectoral carbon intensity and transition preparedness. Applied to the EU energy transition, finds GDP at risk ranges from 8% (Sweden) to 43% (Poland), drive…
🇪🇺 Europe📚 Peer-reviewed · JournalAngewandte Chemie International Edition2026#CCUSDOI
Electroenzymatic CO <sub>2</sub> Fixation
L. Castañeda-Losada, Michael Richter, Christophe Léger +2
This review outlines the fundamentals of electroenzymatic CO2 fixation, covering available enzymes, product range, and thermodynamic/kinetic considerations. It highlights the potential for high energy efficiency and selectivity in synthesiz…
🌍 Global📚 Peer-reviewed · JournalDiscover Sustainability2026#Climate FinanceDOI
Quantile analysis of green finance environmental policy stringency and structural change effects on OECD CO2 emissions
Zohra Kahouli, Daghbagi Hamrouni, Radhouane Hasni +1
This paper uses quantile regression to examine the heterogeneous effects of green finance, environmental policy stringency, and structural change on CO2 emissions across OECD countries. Findings reveal varying impacts across emission quanti…
🌍 Global📚 Peer-reviewed · JournalAcademia Green Energy2026#Energy TransitionDOI
Microbial pathways in waste biorefineries: driving green energy and biochemical production
Omprakash Sarkar
This review examines anaerobic bioprocessing pathways for waste-to-energy, highlighting acidogenic/acetogenic fermentation producing hydrogen and volatile fatty acids, and methanogenesis producing biomethane. It argues for integrating these…
CN📚 Peer-reviewed · JournalDiscover Sustainability2026#Carbon PricingDOI
China’s pilot emissions trading system as a stress test for substantive ESG improvement through green technological innovation
Yufei Chen, Sunhee Suk, Chunhui Liu
This paper examines the impact of China's pilot emissions trading system (ETS) on corporate ESG performance, focusing on the mediating role of green technological innovation. Empirical results show that the ETS promotes environmental invest…
🇪🇺 Europe2026#AI × ESG
Trustworthy Smart Fabs via Professional Proxies: Scaling Safe and Sustainable by Design (SSbD) through Industrial Data Spaces
H. Liao, Chang-Yi Kao, K. Ang
This paper introduces a zero-trust orchestration framework for Smart Fabs to comply with the EU's SSbD, CSDDD, and CBAM. Using Professional Proxies and industrial data spaces, it automates compliance verification via federated machine learn…
🇺🇸 USA📚 Peer-reviewed · JournalEnvironmental Research Letters2026#OtherDOI
Residential San Francisco Bay area air conditioners leak less refrigerant than expected
Y. Kashtan, D. Michanowicz, S. Leskin +2
This study directly measured refrigerant leak rates from 126 residential air conditioners in the San Francisco Bay Area. The average annual leak rate is 1.78%, much lower than typical assumptions. Leaks are heavily skewed: the top 1% of lea…
🇺🇸 USAJournalZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
System Insights Brief No.2 — CERAWeek 2026
J. Belot
This brief analyzes CERAWeek 2026 as a structural shift where energy becomes a constraint layer for industry and AI, emphasizing the transition from abundance to constrained capacity, infrastructure deployment speed, and coordination across…
🌍 GlobalPreprintarXiv2026#AI × ESG
To Share or Not to Share: Orchestrating Trustworthy Data in Global Value Chains
Han-Teng Liao, Chang-Yi Kao
As the EU CBAM approaches, this paper proposes a RegTech reference architecture using the International Data Spaces (IDSA) framework to reconcile regulatory transparency and data sovereignty in global semiconductor-petrochemical value chain…
CN📚 Peer-reviewed · JournalInternational Journal of Finance & Economics2026#AI × ESGDOI
How Does
AI
Empower Corporate
ESG
Practices? Mechanisms Based on Information Processing Theory
Qina Zhu, Shanshan Jiang, A. Du
Using data from 2630 Chinese A-share listed companies (2010-2022), this study demonstrates that AI enhances corporate ESG performance. Based on information processing theory, it identifies three mechanisms: improving green innovation rate, …
CN📚 Peer-reviewed · JournalJournal of Environmental Management2026#AI × ESGDOI
Digital-driven green: Does supply chain digitalization accelerate corporate green transition?
Wenze Wu, Mei Sun, Mark Goh
This study constructs firm-level indices of supply chain digitalization (SCD) and corporate green transition (CGT) via textual analysis of Chinese A-share manufacturing firms' annual reports. It finds that SCD significantly promotes CGT, me…
🌍 Global📚 Peer-reviewed · JournalEnvironmental Science and Technology2026#Energy TransitionDOI
Can Transcontinental Corridors Bridge Climate Sustainability and Energy Security?
Apoorv Lal, Fengqi You
This paper presents a scenario-based framework to evaluate transcontinental electrification and hydrogen corridors for Europe's energy security and climate goals. It finds that corridors from MENA (electrification) and allies (hydrogen) can…
🌍 Global📚 Peer-reviewed · JournalEnergies2026#HydrogenDOI
Underground Hydrogen Storage: A Comprehensive Review of Technologies, Geological Formations, and Future Prospects
H. Hawez, Shaee Radha Omar, L. Alwan
This review compares four geological formations for underground hydrogen storage: salt caverns, lined rock caverns, depleted hydrocarbon reservoirs, and saline aquifers. It evaluates storage mechanisms, efficiency, safety, and economic feas…
🌍 GlobalConference2026 6th International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)2026#HydrogenDOI
Modularization of green hydrogen production process using Design Structure Matrix (DSM)
Mustapha Belfahli, A. Aittaleb, M. Sallaou
This paper proposes a modularization approach for green hydrogen plants using Design Structure Matrix (DSM). It reduces structural complexity by 33.8% and improves clustering efficiency to 66.9% for a medium-power green hydrogen station, pr…
🇪🇺 EuropeModern paradigms in the development of the national and world economy2026#ESGDOI
Applying ISRS 4400(revised) agreed-upon procedures to the verification of ESG indicators
Mileva-Valentina Manescu-Dragotoiu
This paper explores the use of Agreed-Upon Procedures (AUP) under ISRS 4400 (Revised) for verifying ESG indicators under the CSRD and ESRS framework. It proposes a mapping model between ESRS indicators and AUP procedures, illustrated throug…
🇪🇺 Europe📚 Peer-reviewed · JournalAnnals of the Academy of Romanian Scientists Series on Engineering Sciences2026#Disclosure InfrastructureDOI
SUSTAINABILITY REPORTING AND FINANCIAL TRANSPARENCY: DISCLOSING OPEX, CAPEX, AND TURNOVER IN LINE WITH THE EU TAXONOMY
Gabriel Vasilescu, Larisa Basica, Cristina Tatarcan +1
This article examines practices for disclosing OPEX, CAPEX, and turnover in line with the EU Taxonomy, highlighting common challenges such as data collection, interpretation of technical criteria, and internal controls. It provides guidance…
🌍 Global📚 Peer-reviewed · JournalMechanical Theory and Systems2026#Energy EfficiencyDOI
Energy Efficiency Benchmarking in Industrial Plants: A Structured Review and Framework Synthesis
Angat Jotiram Ghanwat, Avinash. A. Somatkar, Viraj Shailesh Patole +1
This structured review synthesizes a framework for industrial energy efficiency benchmarking from standards like ISO 50001, Energy Star, and PAT. It highlights digital technologies and AI for predictive optimization, and case studies demons…
🇪🇺 Europe📚 Peer-reviewed · JournalIEEE Access2026#HydrogenDOI
Optimal Siting and Operation of Hydrogen Stations in Distribution Networks: Voltage Support, Seasonal Storage, and Market-Driven Scheduling
Christina V. Grammenou, A. Bouhouras
This paper proposes a framework for optimal siting and operation of hydrogen stations (HSs) in distribution networks with high renewable penetration. Using dual-objective MILP, it minimizes voltage deviations and total operating cost over a…