GX Research Hub · English

GX & Decarbonization Research

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.

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Showing 1461–1480 of 4137 papers

Peer-reviewed🇨🇳 ChinaJournalEnvironmental Science & Technology2026#AI × ESGDOI

WaterMAP: A ScalableMachine Learning Framework forEmission-Factor-Derived Spatiotemporal GHG Prediction and Mitigationin Wastewater Treatment Plants

Jinqi Jiang, Zhijing Wu, guosen zhang +9

WaterMAP is a scalable ML framework for predicting GHG emissions from wastewater treatment plants. Using data from 5155 Chinese WWTPs, it estimates Scope 1/2/3 emissions and suggests 9.6-34.0% reduction potential by 2060.

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Peer-reviewed🌍 GlobalJournalThe Lancet Planetary Health2026#AI × ESGDOI

Advancing environmental sustainability in health care: evaluating and prioritising sustainability measures for quality reporting and improvement

Michael Padget, Gregg Furie, Dionne Kringos +2

This paper is the first to systematically evaluate environmental sustainability measures for healthcare using quality measurement criteria. Six measures were assessed, and a minimum set of greenhouse gas emissions (scopes 1 and 2), water us…

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Peer-reviewed🇪🇺 EuropeJournalIntegrated Environmental Assessment and Management2026#Carbon AccountingDOI

Comparing farm-level carbon footprint calculators for dairy production with a case study of Viikki Research Farm in Finland

Yajie Gao, Marja Roitto, Teng Hu +3

This study compares five farm-level carbon footprint tools for dairy production, revealing significant variability in total GHG emissions (415-913 t CO2eq/yr) due to differences in scopes and IPCC method tiers. Tool responsiveness to mitiga…

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Peer-reviewed🇪🇺 EuropeJournalJournal of Forecasting2026#AI × ESGDOI

A Novel Text‐Based Framework for Forecasting Carbon Prices

Christian‐Oliver Ewald, Yaoyu Li

This study proposes a text-based framework for forecasting EU carbon prices, combining FinBERT sentiment analysis with PCA dimensionality reduction. Using weekly data from 2020-2024, the CNN-LSTM model with PCA inputs achieves the best perf…

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CNJournalCESifo2026#AI × ESGDOI

AI Adoption and Carbon Intensity: Evidence from China

Sébastien Houde, Wenjun Wang

Using micro-level data from Chinese firms, this paper shows that AI adoption reduces carbon emission intensity, with stronger effects for large firms, those in AI hubs, and high-carbon sectors. Mechanisms include improved energy management,…

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Peer-reviewed🇺🇸 USAJournalEconometrics Journal2026#Carbon PricingDOI

Carbon Pricing and Inflation Expectations

Michael D. Bauer, Diego R. Känzig, Glenn D. Rudebusch

Using high-frequency event studies based on EU carbon market regulatory news, this paper shows carbon price surprises significantly raise energy futures, inflation swap rates, and breakeven inflation rates, with effects persisting up to ten…

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Peer-reviewed🇺🇸 USAJournalEnergy Research & Social Science2026#AI × ESGDOI

Beyond the carbon emissions of Artificial Intelligence (AI): A whole-systems energy and environmental sustainability analysis of datacenters in Denmark, Germany and Norway

Can Hankendi, Ayse K. Coskun, Benjamin K. Sovacool

This paper goes beyond AI's carbon emissions to analyze the whole-system energy and environmental sustainability of datacenters in Denmark, Germany, and Norway. It evaluates how renewable energy availability and cooling technologies affect …

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Peer-reviewed🇪🇺 EuropeJournalJournal of Industrial Ecology2026#BiodiversityDOI

Value-transforming financial, carbon and biodiversity footprint accounting

Sami El Geneidy, Maiju Peura, Viivi-Maija Aumanen +4

This paper proposes a method to compute integrated carbon and biodiversity footprints from organizational activity data, using spatially explicit potential species loss as a biodiversity equivalent. It provides a country-specific dataset an…

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Peer-reviewed🌍 GlobalJournalACS Sustainable Chemistry & Engineering2026#CCUSDOI

Towards Circular Carbon and Water Synergies: Environmental Assessment of Integrated Biogas-Derived Carbon Dioxide Capture and Storage

Nick Schäuble, Marius Wehinger, Chihchi Huang +3

A life cycle assessment of an integrated process combining CO2 removal from biogas with liquid digestate treatment for water recovery and nutrient concentration. The green scenario achieves net-negative emissions of 0.45 kg CO2e per kg CO2 …

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Preprint🇪🇺 EuropearXiv (Cornell University)2026#AI × ESGDOI

Machine Learning Assisted Design of Complex and High Entropy Alloys by Hybrid HiPIMS/Pulsed-DC PVD Process for Low Carbon Energy Applications in Extreme Environments

Paul Foulquier, Ryma Haddad, Ali Assem Mahmoud +4

This paper presents a machine learning approach to accelerate the design of complex and high entropy alloys for protective coatings in low-carbon energy applications (nuclear, high-temperature electrolysis). It introduces the French DIADEM …

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Peer-reviewed🇨🇳 ChinaJournalACS Sustainable Chemistry & Engineering2026#Energy TransitionDOI

Steel Slag-Based Belite−Ferrite Clinker as a Low-Carbon Component in Portland Cement: Formation, Hydration, and Microstructural Refinement

Yulin Shao, Lu Yang, Jianhui He +4

This study develops a steel slag-based belite-ferrite (BF) clinker as an alternative to Portland cement clinker. The BF clinker promotes active α-C2S formation and reduces CO2 emissions by 22-38% compared to OPC clinker. In OPC-BF cement sy…

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Peer-reviewed🇪🇺 EuropeJournalSustainability2026#Energy TransitionDOI

Strategic Orientation Toward Sustainable Product Innovation in the Low-Carbon Automotive Transition: A Comparative Life Cycle Assessment of SUV Powertrain Technologies and End-of-Life Scenarios, 2025–2050

Katarzyna Piotrowska, Izabela Piasecka, Patrycja Bałdowska-Witos +1

This study proposes a decision-oriented LCA framework for sustainable product innovation in SUVs, evaluating six powertrain technologies from 2025-2050. Recycling outperforms landfilling, reducing GHG emissions by 26-35%, and BEV/FCEV are h…

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