[HTML][HTML] Advancing state of health estimation for electric vehicles: Transformer-based approach leveraging real-world data

K Nakano, S Vögler, K Tanaka - Advances in Applied Energy, 2024 - Elsevier
The widespread adoption of electric vehicles (EVs) underscores the urgent need for
innovative approaches to estimate their lithium-ion batteries' state of health (SOH), which is …

[HTML][HTML] Tracing the propagation of disruptions in supply chain scenarios: A case study of photovoltaics diversification

E Gervais, B Sprecher, S Nold, P Brailovsky… - Resources, Conservation …, 2025 - Elsevier
Diversifying supply chains through reshoring and friendshoring is increasingly proposed as
a key strategy for supply security and resilience. Quantitative analyses characterizing to …

[HTML][HTML] The future need for critical raw materials associated with long-term energy and climate strategies: The illustrative case study of power generation in Spain

D García-Gusano, D Iribarren, I Muñoz, E Arrizabalaga… - Energy, 2025 - Elsevier
The deployment of renewable energy technologies, though necessary to decarbonise our
society, poses a risk stemming from the massive increase in the use of critical raw materials …

Capabilities and limitations of AI Large Language Models (LLMs) for materials criticality research

AY Ku, A Hool - Mineral Economics, 2024 - Springer
Generative AI chatbots such as ChatGPT are built upon large language models (LLMs).
These tools have attracted significant attention due to their ability to generate narrative text …

Redefining criticality in a changing world: Combining domestic and global perspectives on enabling technologies

H Kroll, C Ferrante - 2024 - econstor.eu
In a dynamic geopolitical environment, policy makers need additional types of information
when selecting technological domains for specific support. While all such selections …

[PDF][PDF] Redefining Criticality in a Changing World

H Kroll, C Ferrante - 2024 - isi.fraunhofer.de
In a dynamic geopolitical environment, policy makers need additional types of information
when selecting technological domains for specific support. While all such selections …

Tracing the propagation of disruptions in supply chain scenarios

E Gervais, B Sprecher, S Nold, P Brailovsky, RK Kleijn - 2025 - repository.tudelft.nl
Diversifying supply chains through reshoring and friendshoring is increasingly proposed as
a key strategy for supply security and resilience. Quantitative analyses characterizing to …

A Framework to Weaponize Risk, Targeting an Opponent's Supply-Chain Vulnerabilities

A Sherwood - 2024 - dspace.cuni.cz
This paper used price volatility data sourced from the Institute for Rare Earths and Strategic
Minerals as a proxy for aggregate risk to select magnesium from a list of critical raw mineral …