Data‐Driven Materials Innovation and Applications
Owing to the rapid developments to improve the accuracy and efficiency of both
experimental and computational investigative methodologies, the massive amounts of data …
experimental and computational investigative methodologies, the massive amounts of data …
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 …
A strategy to apply machine learning to small datasets in materials science
There is growing interest in applying machine learning techniques in the research of
materials science. However, although it is recognized that materials datasets are typically …
materials science. However, although it is recognized that materials datasets are typically …
Routes for high-performance thermoelectric materials
Thermoelectric materials can be used in direct conversion of heat to electricity and vice
versa. The past decade has witnessed the rapid growth of thermoelectric research, targeting …
versa. The past decade has witnessed the rapid growth of thermoelectric research, targeting …
The 2019 materials by design roadmap
Advances in renewable and sustainable energy technologies critically depend on our ability
to design and realize materials with optimal properties. Materials discovery and design …
to design and realize materials with optimal properties. Materials discovery and design …
Lattice softening significantly reduces thermal conductivity and leads to high thermoelectric efficiency
The influence of micro/nanostructure on thermal conductivity is a topic of great scientific
interest, particularly to thermoelectrics. The current understanding is that structural defects …
interest, particularly to thermoelectrics. The current understanding is that structural defects …
Machine learning approaches for thermoelectric materials research
Thermoelectric (TE) materials provide a solid‐state solution in waste heat recovery and
refrigeration. During the past few decades, considerable effort has been devoted towards …
refrigeration. During the past few decades, considerable effort has been devoted towards …
Computationally guided discovery of thermoelectric materials
The potential for advances in thermoelectric materials, and thus solid-state refrigeration and
power generation, is immense. Progress so far has been limited by both the breadth and …
power generation, is immense. Progress so far has been limited by both the breadth and …
Charting lattice thermal conductivity for inorganic crystals and discovering rare earth chalcogenides for thermoelectrics
Thermoelectric power generation represents a promising approach to utilize waste heat. The
most effective thermoelectric materials exhibit low thermal conductivity κ. However, less than …
most effective thermoelectric materials exhibit low thermal conductivity κ. However, less than …
Achieving zT > 2 in p‐Type AgSbTe2−xSex Alloys via Exploring the Extra Light Valence Band and Introducing Dense Stacking Faults
Through simultaneously enhancing the power factor by engineering the extra light band and
enhancing phonon scatterings by introducing a high density of stacking faults, a record …
enhancing phonon scatterings by introducing a high density of stacking faults, a record …