Data collected of polarized resonant soft x-ray reflectivity
AI & ML interests
Building AL & ML algorithms to enhance the analysis and processing of resonant x-ray techniques.
Recent Activity
View all activity
Papers
Sub-monolayer tracking of molecular states at buried interfaces
Quantitative and bond-traceable resonant X-ray optical tensors of organic molecules
Organization Card
WSU · Soft X-ray spectroscopy & materials
Carbon Lab
We use polarized soft X-rays, scattering, and modeling to connect molecular packing to electronic, ionic, and optical function in soft matter — organics, hybrids, foods, and devices. Led by Brian A. Collins at Washington State University.
Research themes
X-ray methods
RSoXS, NEXAFS, polarized scattering
Novel materials
Organics, hybrids, transport & devices
Simulation
Optical models, DFT, structure fitting
Selected works (sample of many)
Nat. Mater.
Nat. Commun.
Joule
Adv. Mater.
Adv. Energy Mater.
Phys. Rev. Lett.
Mater. Horiz.
arXiv
full list →
Scholar →
Physics & Astronomy · Washington State University · labs.wsu.edu/carbon
optical models constructed thought ML clustering of DFT
-
Quantitative and bond-traceable resonant X-ray optical tensors of organic molecules
Paper • 2509.01734 • Published • 2 -
CuPc Optical Model
🧪1CuPc NEXAFS tensors, DFT sticks, clustering demo
-
ZnPc Optical Model
🧪1ZnPc NEXAFS tensors, DFT sticks, clustering demo
-
carbon-lab/optical-znpc
Other • Updated
Data collected of polarized resonant soft x-ray reflectivity
optical models constructed thought ML clustering of DFT
-
Quantitative and bond-traceable resonant X-ray optical tensors of organic molecules
Paper • 2509.01734 • Published • 2 -
CuPc Optical Model
🧪1CuPc NEXAFS tensors, DFT sticks, clustering demo
-
ZnPc Optical Model
🧪1ZnPc NEXAFS tensors, DFT sticks, clustering demo
-
carbon-lab/optical-znpc
Other • Updated