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James Chapman

Orcid: 0000-0001-8451-0275

Affiliations:
  • Lawrence Livermore National Laboratory, Materials Science Division, CA, USA


According to our database1, James Chapman authored at least 4 papers between 2021 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Spectroscopy-guided discovery of three-dimensional structures of disordered materials with diffusion models.
[BibTeX]
[DOI]
Hyuna Kwon
,
Tim Hsu
,
Wenyu Sun
,
Wonseok Jeong
,
Fikret Aydin
,
James Chapman
,
Xiao Chen
,
Vincenzo Lordi
,
Matthew R. Carbone
,
Deyu Lu
,
Fei Zhou
,
Tuan Anh Pham
Mach. Learn. Sci. Technol., 2024

2023
Spectroscopy-Guided Discovery of Three-Dimensional Structures of Disordered Materials with Diffusion Models.
[BibTeX]
[DOI]
Hyuna Kwon
,
Tim Hsu
,
Wenyu Sun
,
Wonseok Jeong
,
Fikret Aydin
,
James Chapman
,
Xiao Chen
,
Matthew R. Carbone
,
Deyu Lu
,
Fei Zhou
,
Tuan Anh Pham
CoRR, 2023

2022
Score-based denoising for atomic structure identification.
[BibTeX]
[DOI]
Tim Hsu
,
Babak Sadigh
,
Nicolas Bertin
,
Cheol Woo Park
,
James Chapman
,
Vasily V. Bulatov
,
Fei Zhou
CoRR, 2022

2021
Efficient, Interpretable Atomistic Graph Neural Network Representation for Angle-dependent Properties and its Application to Optical Spectroscopy Prediction.
[BibTeX]
[DOI]
Tim Hsu
,
Nathan Keilbart
,
Stephen Weitzner
,
James Chapman
,
Penghao Xiao
,
Tuan Anh Pham
,
S. Roger Qiu
,
Xiao Chen
,
Brandon C. Wood
CoRR, 2021


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