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 2841–2860 of 4154 papers
Miriam Aczel, Sanaz Chamanara, Mir Matin +3
This report quantifies the carbon, water, and land footprints of electricity used by AI systems. In 2025, data centers consumed 448 TWh, with AI accounting for ~20%; by 2030, total could reach 945 TWh with AI's share rising to 40%. It highl…
Avantika Thakur, Mansi Nautiyal, Sharad Pandey
This review comprehensively covers biochar production methods (pyrolysis, gasification, hydrothermal carbonization, torrefaction) and its applications in agriculture, environmental management, climate change mitigation, and energy. Biochar …
Aria Dolatabadian, Khalil Kariman
This review compares classical and machine learning (ML) approaches for soil organic matter and carbon analysis. ML techniques like random forests and neural networks improve prediction accuracy and scalability, but the paper concludes that…
Xiaowang, Shen
This paper proposes the Wood‑Force balance sheet as a unified mathematical language to integrate TNFD, ISSB, and GRI 101 disclosure standards. Using Chinese biodiversity finance cases, it demonstrates a technical pathway for pricing biodive…
Xiaowang, Shen
This paper proposes an eight-dimensional ecological balance sheet (RCE-B/S 3.0) based on the IPBES Business and Biodiversity Assessment, creating a unified alignment matrix with TNFD, ISSB, and GRI 101. Using three empirical cases (Amazon r…
Rebecca Christie
This paper critiques the EU's failure to integrate sustainable finance with capital markets policy. It argues that disclosure rules are overly complex and diverge from global standards, and recommends prioritizing technical fixes, diversify…
SangYoun Kim, T. Woo, Usama Ali +8
This systematic review of 906 publications (2016-2025) categorizes AI applications into flue gas treatment, air quality management, and CO2 capture. It identifies a shift from traditional monitoring to AI-driven surrogate modeling and gener…
J. Pandit
This oral presentation introduces CO2CRC's novel hybrid capture technology that reduces solvent regeneration costs through lower regeneration temperatures, reduced steam consumption, waste heat integration, and elimination of phase change, …
Taedong Lee, Sinjae Kang, D. Utami +1
This study analyzes 634 sustainability reports (2014-2024) from the top 200 Korean firms using Structural Topic Modeling (STM). It identifies 13 topics and a phased shift: CSR and basic environmental management (2014-2018); workplace safety…
Manav Gangar, Nikhil D'Souza, Rishika Kapasi +2
This paper proposes a machine learning framework for detecting greenwashing by combining supervised classification and unsupervised anomaly detection. It introduces a Greenwashing Discrepancy Score (GDS) to quantify the mismatch between fir…
Gregory Felipe Franco-Miranda, Á. Molina-García, A. Mateo-Aroca
This paper introduces a multi-platform digital solution for optimizing operation and maintenance (O&M) of renewable energy systems. By integrating real-time remote monitoring, sensor networks, and cloud-based data acquisition, real-world va…
Lassi Ahlvik, Kati Koponen, K. Kulovesi +5
This report examines options for the EU climate policy architecture after 2030 to achieve a 90% net emissions reduction by 2040. It assesses four scenarios for the EU Emissions Trading System (ETS) using economic modeling and legal analysis…
Samarawickramage T. N. S.
This paper develops an integrative conceptual framework for the convergence of digital transformation and sustainability in international agri-food supply chains. Based on a systematic review of 87 studies and regulatory documents, it ident…
den Elzen M.G.J.
This paper analyzes how uncertainties in net-zero climate targets affect greenhouse gas emissions projections. It shows that varying assumptions about target stringency lead to wide ranges in projected emissions.
Moaz Bilto, Tanay Sıdkı Uyar
This comprehensive review evaluates hydrogen's role in decarbonizing critical sectors such as industry, transport, and power. It analyzes technical feasibility, economics, and policy frameworks, concluding hydrogen is a promising enabler fo…
Stefania Bempeli, Marina Micari
This study presents a superstructure model for membrane-based carbon capture, enabling flexible design and global optimization of multi-stage systems. It compares commercial polymeric membranes (Polaris, PolyActive) on technical and economi…
Haizhou Lin, Qi Liu, Zheng Yang +7
This review summarizes amine degradation mechanisms in post-combustion CO2 capture, including oxidative and thermal degradation, and their impact on capture efficiency and operational costs. It compares solvent reclaiming technologies such …
Danyang Cui, Lena Max, Cecilia Boström +1
This study evaluates rare-earth substitution in EV traction motors via life cycle assessment, comparing NdFeB and ferrite motors. It identifies a break-even electricity carbon intensity of ~60 g CO₂-eq/kWh, where below this threshold, the h…
Omotayo E. Ojewumi, Gang Chen, Modupe E. Ojewumi
Biochar, produced from biomass pyrolysis, offers applications in carbon sequestration, soil improvement, and waste management. Recent research highlights both benefits (soil structure, nutrient retention) and risks (PAH formation, heavy met…
Pradeep Angiras, Ghazaleh Sodeiri Jalili
This 70-page open-access guide translates green-building knowledge into practical, affordable advice for homeowners and small businesses. It organizes recommendations by six climate zones, integrates vernacular building intelligence with mo…
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