Luke Cullen
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View article: A systematic review of resilience in the critical minerals supply chains, needed for the low-carbon energy transition
A systematic review of resilience in the critical minerals supply chains, needed for the low-carbon energy transition Open
View article: Ten years on: are raw material criticality assessments making more sense?
Ten years on: are raw material criticality assessments making more sense? Open
Raw material criticality assessments are essential tools for policy-makers, industry stakeholders, and researchers. A decade ago, two articles critiqued the compliance of criticality studies with risk theory, concluding that raw material c…
View article: A robust framework for estimating theoretical minimum energy requirements for industrial processes
A robust framework for estimating theoretical minimum energy requirements for industrial processes Open
View article: Is the Concentration of Battery Manufacturing in China an Inevitable Hazard to Global Lithium Ion Battery Supply?
Is the Concentration of Battery Manufacturing in China an Inevitable Hazard to Global Lithium Ion Battery Supply? Open
View article: A Systematic Review of Resilience in the Critical Minerals Supply Chains, Needed for the Low-Carbon Energy Transition
A Systematic Review of Resilience in the Critical Minerals Supply Chains, Needed for the Low-Carbon Energy Transition Open
View article: Improving operational use of post-disaster damage assessment for Urban Search and Rescue by integrated graph-based multimodal remote sensing data analysis
Improving operational use of post-disaster damage assessment for Urban Search and Rescue by integrated graph-based multimodal remote sensing data analysis Open
This work investigates the application of remote sensing technologies within the specific operational context of emergency urban search and rescue (USAR) efforts post-disaster. We thoroughly investigate two innovative methodologies, each t…
View article: Machine learning for gap‐filling in greenhouse gas emissions databases
Machine learning for gap‐filling in greenhouse gas emissions databases Open
Greenhouse gas (GHG) emissions datasets are often incomplete due to inconsistent reporting and poor transparency. Filling the gaps in these datasets allows for more accurate targeting of strategies aiming to accelerate the reduction of GHG…
View article: Reducing uncertainties in greenhouse gas emissions from chemical production
Reducing uncertainties in greenhouse gas emissions from chemical production Open
Uncertainties in greenhouse gas emissions estimates for petrochemical production have lacked quantification globally, impacting emissions reporting and decarbonization policymaking. Here we analyze cradle-to-gate emissions of 81 chemicals …
View article: Reducing greenhouse gas emissions uncertainties for chemical production
Reducing greenhouse gas emissions uncertainties for chemical production Open
This dataset accompanies the paper: Cullen, L, Meng, F., Lupton, R., Cullen, J. (2023). Reducing greenhouse gas emissions uncertainties for chemical production. (under consideration). countryEF files contain estimated emissions intensity f…
View article: Reducing greenhouse gas emissions uncertainties for chemical production
Reducing greenhouse gas emissions uncertainties for chemical production Open
This dataset accompanies the paper: Cullen, L, Meng, F., Lupton, R., Cullen, J. (2023). Reducing greenhouse gas emissions uncertainties for chemical production. (under consideration). countryEF files contain estimated emissions intensity f…
View article: Improving Operational Use of Post-Disaster Damage Assessment for Urban Search and Rescue by Integrated Graph-Based Multimodal Remote Sensing Data Analysis
Improving Operational Use of Post-Disaster Damage Assessment for Urban Search and Rescue by Integrated Graph-Based Multimodal Remote Sensing Data Analysis Open
View article: Energy mapping of existing building stock in Cambridge using energy performance certificates and thermal infrared imagery
Energy mapping of existing building stock in Cambridge using energy performance certificates and thermal infrared imagery Open
Both energy performance certificates (EPCs) and thermal infrared (TIR) images play key roles in mapping the energy performance of the urban building stock. In this paper, we developed parametric building archetypes using an EPC database an…
View article: Machine learning methods for gap-filling in greenhouse gas emissions databases
Machine learning methods for gap-filling in greenhouse gas emissions databases Open
Datasets for use with code related to "Machine learning methods for gap-filling in greenhouse gas emissions databases" manuscript submitted to the Journal of Industrial Ecology. Code for using the datasets can be found at https://github.co…
View article: Machine learning methods for gap-filling in greenhouse gas emissions databases
Machine learning methods for gap-filling in greenhouse gas emissions databases Open
Datasets for use with code related to "Machine learning methods for gap-filling in greenhouse gas emissions databases" manuscript submitted to the Journal of Industrial Ecology. Code for using the datasets can be found at https://github.co…
View article: Reducing greenhouse gas emissions uncertainties to improve decarbonisation strategies for petrochemical production
Reducing greenhouse gas emissions uncertainties to improve decarbonisation strategies for petrochemical production Open
Data for figures in "Reducing emissions uncertainty to improve decarbonisation strategies for petrochemical production" paper.
View article: Reducing emissions uncertainty to improve decarbonisation strategies for petrochemical production
Reducing emissions uncertainty to improve decarbonisation strategies for petrochemical production Open
Data for figures in "Reducing emissions uncertainty to improve decarbonisation strategies for petrochemical production" paper.
View article: Reducing greenhouse gas emissions uncertainties to improve decarbonisation strategies for petrochemical production
Reducing greenhouse gas emissions uncertainties to improve decarbonisation strategies for petrochemical production Open
Data for figures in "Reducing emissions uncertainty to improve decarbonisation strategies for petrochemical production" paper.