Knowledge-integrated machine learning for materials: lessons from gameplaying and robotics
As materials researchers increasingly embrace machine-learning (ML) methods, it is natural
to wonder what lessons can be learned from other fields undergoing similar developments …
to wonder what lessons can be learned from other fields undergoing similar developments …
Keynote review of latest advances in thermoelectric generation materials, devices, and technologies 2022
T Hendricks, T Caillat, T Mori - Energies, 2022 - mdpi.com
The last decade created tremendous advances in new and unique thermoelectric
generation materials, devices, fabrication techniques, and technologies via various global …
generation materials, devices, fabrication techniques, and technologies via various global …
Thermoelectric materials and transport physics
Thermoelectrics is attractive as a green and sustainable way for harnessing waste heat and
cooling applications. Designing high performance thermoelectrics involves navigating the …
cooling applications. Designing high performance thermoelectrics involves navigating the …
Machine learning‐driven biomaterials evolution
Biomaterials is an exciting and dynamic field, which uses a collection of diverse materials to
achieve desired biological responses. While there is constant evolution and innovation in …
achieve desired biological responses. While there is constant evolution and innovation in …
Recent advances in designing thermoelectric materials
The rising demand for energy has accelerated the search for clean and renewable sources
and newer approaches towards efficient energy management. One of the most promising …
and newer approaches towards efficient energy management. One of the most promising …
Strategies to improve the thermoelectric figure of merit in thermoelectric functional materials
Y Sun, Y Liu, R Li, Y Li, S Bai - Frontiers in Chemistry, 2022 - frontiersin.org
In recent years, thermoelectric functional materials have been widely concerned in
temperature difference power generation, electric refrigeration and integrated circui, and so …
temperature difference power generation, electric refrigeration and integrated circui, and so …
All Direct Ink Writing of 3D Compliant Carbon Thermoelectric Generators for High‐Energy Conversion Efficiency
Compliant thermoelectric generators (TEGs) can fully exploit their energy conversion
efficiency by establishing conformal interfaces on arbitrarily shaped 3D heat sources …
efficiency by establishing conformal interfaces on arbitrarily shaped 3D heat sources …
Tailoring the phase transition temperature to achieve high-performance cubic GeTe-based thermoelectrics
GeTe is highly sought-after due to its versatility as a high-performance thermoelectric
material and phase change material, as well as a ferroelectric Rashba semiconductor …
material and phase change material, as well as a ferroelectric Rashba semiconductor …
Bottom-up engineering strategies for high-performance thermoelectric materials
The recent advancements in thermoelectric materials are largely credited to two factors,
namely established physical theories and advanced materials engineering methods. The …
namely established physical theories and advanced materials engineering methods. The …
Toward accelerated thermoelectric materials and process discovery
Thermoelectric materials have the ability to convert heat energy to electrical power and vice
versa. While the thermodynamic upper limit is defined by the Carnot efficiency, the material …
versa. While the thermodynamic upper limit is defined by the Carnot efficiency, the material …