ACS Omega
(Jan 2022)
Attribution-Driven Explanation of the Deep Neural Network Model via Conditional Microstructure Image Synthesis
- Shusen Liu,
- Bhavya Kailkhura,
- Jize Zhang,
- Anna M. Hiszpanski,
- Emily Robertson,
- Donald Loveland,
- Xiaoting Zhong,
- T. Yong-Jin Han
Affiliations
- Shusen Liu
- †Center for Applied Scientific Computing, Computation Directorate, Lawrence Livermore National Laboratory, Livermore, California, United States
- Bhavya Kailkhura
- †Center for Applied Scientific Computing, Computation Directorate, Lawrence Livermore National Laboratory, Livermore, California, United States
- Jize Zhang
- †Center for Applied Scientific Computing, Computation Directorate, Lawrence Livermore National Laboratory, Livermore, California, United States
- Anna M. Hiszpanski
- ‡Materials Science Division, Physical and Life Science Directorate, Lawrence Livermore National Laboratory, Livermore, California, United States
- Emily Robertson
- ‡Materials Science Division, Physical and Life Science Directorate, Lawrence Livermore National Laboratory, Livermore, California, United States
- Donald Loveland
- ‡Materials Science Division, Physical and Life Science Directorate, Lawrence Livermore National Laboratory, Livermore, California, United States
- Xiaoting Zhong
- ‡Materials Science Division, Physical and Life Science Directorate, Lawrence Livermore National Laboratory, Livermore, California, United States
- T. Yong-Jin Han
- ‡Materials Science Division, Physical and Life Science Directorate, Lawrence Livermore National Laboratory, Livermore, California, United States
- DOI
-
https://doi.org/10.1021/acsomega.1c04796
- Journal volume & issue
-
Vol. 7,
no. 3
pp.
2624
– 2637
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