Energy applications of magnetocaloric materials

A Kitanovski - Advanced Energy Materials, 2020 - Wiley Online Library
The need for energy‐efficient and environmentally friendly refrigeration, heat pumping, air
conditioning, and thermal energy harvesting systems is currently more urgent than ever …

[HTML][HTML] New frontiers for the materials genome initiative

JJ de Pablo, NE Jackson, MA Webb, LQ Chen… - npj Computational …, 2019 - nature.com
Abstract The Materials Genome Initiative (MGI) advanced a new paradigm for materials
discovery and design, namely that the pace of new materials deployment could be …

[HTML][HTML] Machine learning modeling of superconducting critical temperature

V Stanev, C Oses, AG Kusne, E Rodriguez… - npj Computational …, 2018 - nature.com
Superconductivity has been the focus of enormous research effort since its discovery more
than a century ago. Yet, some features of this unique phenomenon remain poorly …

[HTML][HTML] Current perspective in magnetocaloric materials research

JY Law, LM Moreno-Ramírez, Á Díaz-García… - Journal of Applied …, 2023 - pubs.aip.org
Magnetocaloric refrigeration has remained a promising alternative to conventional
refrigeration for the last few decades. The delay in reaching the market is significantly based …

High-dimensional materials and process optimization using data-driven experimental design with well-calibrated uncertainty estimates

J Ling, M Hutchinson, E Antono, S Paradiso… - Integrating Materials and …, 2017 - Springer
The optimization of composition and processing to obtain materials that exhibit desirable
characteristics has historically relied on a combination of domain knowledge, trial and error …

[HTML][HTML] Machine-learning-guided discovery of the gigantic magnetocaloric effect in HoB2 near the hydrogen liquefaction temperature

PB Castro, K Terashima, TD Yamamoto, Z Hou… - NPG Asia …, 2020 - nature.com
Magnetic refrigeration exploits the magnetocaloric effect, which is the entropy change upon
the application and removal of magnetic fields in materials, providing an alternate path for …

Novel mechanocaloric materials for solid-state cooling applications

C Cazorla - Applied Physics Reviews, 2019 - pubs.aip.org
Current refrigeration technologies based on compression cycles of greenhouse gases are
environmentally threatening and cannot be scaled down to on-chip dimensions. Solid-state …

[HTML][HTML] Free energy predictions for crystal stability and synthesisability

K Tolborg, J Klarbring, AM Ganose, A Walsh - Digital Discovery, 2022 - pubs.rsc.org
What is the likelihood that a hypothetical material—the combination of a composition and
crystal structure—can be formed? Underpinning the reliability of predictions for local or …

[HTML][HTML] Designing of magnetic MAB phases for energy applications

C Shen, Q Gao, NM Fortunato, HK Singh… - Journal of Materials …, 2021 - pubs.rsc.org
Based on high-throughput density functional theory calculations, we performed screening for
stable magnetic MAB compounds and predicted potential strong magnets for permanent …

Advanced Magnetocaloric Materials for Energy Conversion: Recent Progress, Opportunities, and Perspective

F Zhang, X Miao, N van Dijk, E Brück… - Advanced Energy …, 2024 - Wiley Online Library
Solid‐state caloric effects as intrinsic thermal responses to different physical external stimuli
(magnetic‐, uniaxial stress‐, pressure‐, and electric‐fields) can achieve a higher energy …