GX & Decarbonization Research

Shankar Subramanian Iyer, Dr Brinitha Raji, Dr. Rajesh Arora +1

This scoping review examines the integration of circular economy (CE) and AI/digital technologies in the energy sector, combining 143 peer-reviewed sources with interviews of 15 industry leaders. It finds that CE offers significant value bu…

Golaleh Makrooni, Joonas Kalari, Warhel Asim Mohammed +1

This scoping review examines research on integrating climate change education (CCE) into physical education (PE). Analyzing 22 studies, it finds that explicit integration is limited, with sustainability and SDG frameworks dominating rather …

Danielle de Jesus Gama Maia, Stella Manes, Artur Malecha +4

This study analyzed ~1,600 risk projections for 497 commercially exploited marine species using a systematic review and linear mixed models. Without mitigation, 92% of projections show poleward shifts averaging 50 km per decade. Paris-align…

Idiano D’Adamo, Federica Di Santo, Alessandro Donadel +2

Based on two online surveys in Italy, this study analyzes motivational and behavioral determinants of participation in Renewable Energy Communities (RECs). Environmental concerns are the main driver, followed by economic benefits and energy…

Shuaibu H. Manga, Sani Inusa Milala, Abubakar Mohammed Garba

This conceptual paper addresses the gap in urban planning where zoning and development approvals focus on carbon mitigation rather than physical climate risk. It proposes a framework integrating climate risk scoring into regulatory decision…

Trilla L, Arias P, Clemente A +2

This paper applies Model Predictive Control (MPC) to energy management in hybrid fuel cell and lithium-ion battery systems for renewable applications. The proposed method flexibly prioritizes fuel cell conservation or battery lifetime exten…

Bekishev A, Pirmatov N, Berdiyorov U +1

This paper proposes an Adaptive Hybrid Excitation Control (AHEC) strategy for longitudinal-transverse excited synchronous generators to enhance dynamic stability under renewable integration. The method integrates coordinated excitation cont…

Swartz J, Wang W, Liu Q

Leveraging declining green hydrogen costs, this study demonstrates a cell-free enzymatic system using H2 as an electron donor for cofactor regeneration, achieving complete conversion of pyruvate to lactate. The system shows a 27-fold enhanc…

González González JF, Nogales-Delgado S

This review systematically maps the technological evolution from biodiesel (FAME) to HVO and SAF for transport and aviation decarbonization. HVO improves fuel quality via hydrotreatment, while SAF extends to aviation via HEFA, FT, ATJ, and …

Hoang, Trung Thong, Nguyen, Hung

This dataset accompanies a systematic review of conformal prediction for renewable-resource and power forecasting. It includes curated tables, figures, and validation code for 62 reports from 60 studies, licensed under CC BY 4.0. It emphasi…

Ján, Zbojovský, Marek, Pavlík, Diana, Hozová +1

This paper benchmarks electricity price forecasting models across markets with varying renewable energy shares, comparing methods from linear regression to Temporal Fusion Transformers. It analyzes how renewable penetration affects forecast…

Regueiro y González-Barros, Manuel

This paper reviews the geopolitical competition over strategic minerals like lithium, cobalt, and rare earths, focusing on the EU's dependence on China. It highlights the need for supply diversification, domestic mining, recycling, and inte…

Kacperski, Celina, Bielig, Mona, Lange, Florian +2

This paper proposes the Total Experimental Field Trial Error framework, systematically accounting for errors in field trials for the energy transition. Drawing on 12 trials, it shows how measurement, representation, and implementation error…

Kockat, Judit

This paper argues that buildings can actively participate in the energy system by providing demand-side flexibility. By shifting, reducing, or optimizing electricity demand, they help match supply and demand, manage peaks, and reduce pressu…

Open Energy Transition, Gilon, Thomas, Rüdt, Daniel +9

Open-TYNDP introduces an open-source PyPSA-Eur workflow to complement ENTSO-E's TYNDP, enhancing transparency and stakeholder participation in European energy planning. It provides a benchmarking framework against TYNDP 2024 scenarios and a…

Alimento, Ryan, Cook, Peter, Morimoto, Soichi +3

This supplementary file analyzes mineral demands and supply barriers for the energy transition in South and Southeast Asia. It identifies supply-demand gaps and policy challenges for critical minerals essential to regional decarbonization, …

Doepfert, Markus, Chu, Jiahe, Kraus, Hermann +3

This dataset accompanies a study that benchmarks eight competing electricity market architectures using agent-based modeling. It analyzes the trade-off between market design complexity and performance, offering insights for market rules tha…

Parrado-Hernando, Gonzalo, del Valle Sanchez, Cristina, Miguel González, Luis Javier

This supplementary material supports a study on how representing capacity deployment timing in integrated assessment models affects energy transition pathways and policy analysis. It includes model files, input data, scripts, and results to…

Kitchin, John R.

difflow is a Python framework for fully differentiable simulation of chemical processes using JAX. It provides exact gradients through unit operations, thermodynamics, flowsheet recycle convergence, and technoeconomic models, enabling gradi…

Dutta, Sweta

This repository provides code and data for evaluating behind-the-meter solar at hyperscale data-center campuses across eleven U.S. markets, computing carbon-price thresholds by resource grade. The update adds a script to automate the final …