Theory+ AI/ML for microscopy and spectroscopy: Challenges and opportunities
Advances in instrumentation for experimental characterization of materials such as
microscopy and spectroscopy have led to an explosion in information available on materials …
microscopy and spectroscopy have led to an explosion in information available on materials …
Imaging the Surface/Interface Morphologies Evolution of Silicon Anodes Using in Situ/Operando Electron Microscopy
D Yang, YXA Ng, K Zhang, Q Chang… - … Applied Materials & …, 2023 - ACS Publications
Si-based rechargeable lithium-ion batteries (LIBs) have generated interest as silicon has
remarkably high theoretical specific capacity. It is projected that LIBs will meet the increasing …
remarkably high theoretical specific capacity. It is projected that LIBs will meet the increasing …
Deep-Learning Aided Atomic-Scale Phase Segmentation toward Diagnosing Complex Oxide Cathodes for Lithium-Ion Batteries
Phase transformation─ a universal phenomenon in materials─ plays a key role in
determining their properties. Resolving complex phase domains in materials is critical to …
determining their properties. Resolving complex phase domains in materials is critical to …
[HTML][HTML] Machine Learning as a “Catalyst” for Advancements in Carbon Nanotube Research
The synthesis, characterization, and application of carbon nanotubes (CNTs) have long
posed significant challenges due to the inherent multiple complexity nature involved in their …
posed significant challenges due to the inherent multiple complexity nature involved in their …
Scientific exploration with expert knowledge (SEEK) in autonomous scanning probe microscopy with active learning
Microscopy plays a foundational role in materials science, biology, and nanotechnology,
offering high-resolution imaging and detailed insights into properties at the nanoscale and …
offering high-resolution imaging and detailed insights into properties at the nanoscale and …
Tutorial on In Situ and Operando (Scanning) Transmission Electron Microscopy for Analysis of Nanoscale Structure–Property Relationships
In situ and operando (scanning) transmission electron microscopy [(S) TEM] is a powerful
characterization technique that uses imaging, diffraction, and spectroscopy to gain nano-to …
characterization technique that uses imaging, diffraction, and spectroscopy to gain nano-to …
[HTML][HTML] Scanning precession electron diffraction data analysis approaches for phase map** of precipitates in aluminium alloys
Map** the spatial distribution of crystal phases with nm-scale spatial resolution is an
important characterisation task in studies of multi-phase materials. One popular approach is …
important characterisation task in studies of multi-phase materials. One popular approach is …
Precise Surface Profiling at the Nanoscale Enabled by Deep Learning
Surface topography, or height profile, is a critical property for various micro-and
nanostructured materials and devices, as well as biological systems. At the nanoscale …
nanostructured materials and devices, as well as biological systems. At the nanoscale …
Co-gasification of blast furnace dust with petcoke for sustainable waste management
This study employed a lab-scale fluidized bed steam gasification setup to perform the co-
gasification experiments with blast furnace dust (BFD) and petcoke (PC)− wastes from the …
gasification experiments with blast furnace dust (BFD) and petcoke (PC)− wastes from the …
An artificial intelligence's interpretation of complex high-resolution in situ transmission electron microscopy data
Complicated nano-and atomic-scale processes with sub-angstrom spatial resolution and
millisecond time resolution visualized by in situ transmission electron microscopy (TEM) are …
millisecond time resolution visualized by in situ transmission electron microscopy (TEM) are …