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Fundamental and Computational Sciences Directorate

Staff information

Sergei Kalinin

Physcial Sciences Division
Joint Appointment
Pacific Northwest National Laboratory
PO Box 999
MSIN:
Richland, WA 99352

PNNL Publications

2024

  • Barakati K., H. Yuan, A. Goyal, and S.V. Kalinin. 2024. "JOINT APPOINTEE: Physics-based reward driven image analysis in microscopy." Applied Physics Letters 3, no. 10:2061-2069. PNNL-SA-198460. doi:10.1039/D4DD00132J
  • Raghavan A., R. Pant, I. Takeuchi, E.A. Eliseev, M. Checa, A.N. Morozovska, and M.A. Ziatdinov, et al. 2024. "JOINT APPOINTEE: Evolution of ferroelectric properties in SmxBi1-xFeO3 via automated Piezoresponse Force Microscopy across combinatorial spread libraries." ACS Nano 18, no. 37:25591-25600. PNNL-SA-203014. doi:10.1021/acsnano.4c06380
  • Roccapriore K., M.A. Ziatdinov, A. Lupini, A.P. Singh, U. Philipose, and S.V. Kalinin. 2024. "Discovering invariant spatial features in electron energy loss spectroscopy images on the mesoscopic and atomic levels." Journal of Applied Physics 135, no. 11:Art. No. 114303. PNNL-SA-201685. doi:10.1063/5.0193607
  • Slautin B.N., Y. Liu, H. Funakubo, R. Vasudevan, M.A. Ziatdinov, and S.V. Kalinin. 2024. "JOINT APPOINTEE: Bayesian Conavigation: Dynamic Designing of the Material Digital Twins via Active Learning." ACS Nano 18, no. 36:24898-24908. PNNL-SA-203174. doi:10.1021/acsnano.4c05368
  • Valleti M., M.A. Ziatdinov, Y. Liu, and S.V. Kalinin. 2024. "Physics and Chemistry from Parsimonious Representations: Image Analysis via Invariant Variational Autoencoders." npj Computational Materials 10, no. _:Art No. 183. PNNL-SA-197172. doi:10.1038/s41524-024-01250-5
  • Ziatdinov M.A., M.Y. Yaman, Y. Liu, D.S. Ginger, and S.V. Kalinin. 2024. "Semi-supervised learning of images with strong rotational disorder: assembling nanoparticle libraries." Digital Discovery 3, no. 6:1213-1220. PNNL-SA-197885. doi:10.1039/D3DD00196B

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