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 4201–4220 of 31541 papers

Peer-reviewed🇪🇺 EuropeJournal2026#Energy EfficiencyDOI

A deep-learning framework for predicting building heat load with hyperparameter optimisation and physics-constrained post-processing

Ma, Minghui, Valdiserri, Paolo, Ballerini, Vincenzo +2

This study proposes a deep learning framework to predict building heat load for a single apartment in Bologna using previous 24h data. Optuna optimizes hyperparameters for LSTM, TCN, MLP, XGBoost, and LR; LSTM performs best. Physics-constra…

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🌍 GlobalConferenceSystem Simulation in Buildings 2014, liege, Belgium [BE], du 10 décembre 2014 au 12 décembre 20142014#Energy Transition

Simulation of a passive house coupled with a reversible heat pump/organic Rankine cycle unit

Dumont, Olivier, Carmo, Carolina, Randaxhe, François +2

This paper presents a dynamic model of a passive house in Denmark with solar absorber, ground heat exchanger, and a reversible HP/ORC unit. Three modes (ORC, direct heating, HP) are optimally selected based on weather and demand. Peak ORC p…

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Peer-reviewed🇪🇺 EuropeJournalEnvironmental Research Communications2023#EV & TransportDOI

How, where, and when to charge electric vehicles - net-zero energy system implications and policy recommendations

Luh, Sandro (author), Kannan, Ramachandran (author), McKenna, Russell (author) +2

This study extends the Swiss TIMES energy system model with heterogeneous consumer segments and charging infrastructure (CI) options to analyze BEV adoption and net-zero implications. Results show BEV share reaches 39-77% by 2050, requiring…

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Peer-reviewed🌍 GlobalJournalApplied Energy2024#Energy TransitionDOI

Quantifying the impact of travel time duration and valuation on modal shift in Swiss passenger transportation

Luh, Sandro (author), Kannan, Ramachandran (author), McKenna, Russell (author) +2

This study integrates travel time duration and valuation into the Swiss TIMES Energy System Model (STEM) to quantify modal shifts in passenger transport. Results show that speed changes on medium and long trips (e.g., highway speed limits, …

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Peer-reviewedCNJournalYing Yong Sheng Tai Xue Bao the Journal of Applied Ecology2026#OtherDOI

Differentiation Mechanism and Multi-dimensional Spatiotemporal Matching Characteristics of Three-dimensional Ecological Footprint in the Beijing-Tianjin-Hebei Urban Agglomeration

京津冀城市群三维生态足迹分异机制及多元时空匹配特征

Li J.

This paper analyzes the spatial differentiation and temporal changes of the three-dimensional ecological footprint in the Beijing-Tianjin-Hebei urban agglomeration, revealing its formation mechanisms and diverse spatiotemporal matching char…

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