Publications

• DOE BES prefers sole acknowledgement to grants.
• If you have to acknowledge multiple grants, it is not sufficient to indicate which persons were supported by different grants, rather you have to call which elements of research resulted from the EFRC support.

3DFeM and 3DFeM₂ Publications list:

2025:

• 

  Songsong Zhou, Shihan Qin, and Andrew M. Rappe. Domain wall reactions in multiple-order parameter ferroelectrics, Physical Review Letters, 134, 136802 (2025) https://doi.org/10.1103/PhysRevLett.134.136802

• Jadupati Nag, Saugata Sarker, Safdar Imam, Abishek Iyer, Michael Waters, Albert Suceava, James Rondinelli, Mercouri Kanatzidis, Venkatraman Gopalan. Large Non‐Resonant Infrared Optical Second Harmonic Generation in Bulk Crystals of Van der Waals Semiconductor, SnP2Se6, Advanced Optical Materials, 13,2402649 (2025)   http://dx.doi.org/10.1002/adom.202402649
• Anna Morozovska, Eugene Eliseev, Yulian Vysochanskii, Sergei Kalinin, Maksym Strikha. Size Effect of Negative Capacitance State and Subthreshold Swing in Van der Waals Ferrielectric Field‐Effect Transistors, Advanced Electronic Materials, 11, 2400495, (2025),  http://dx.doi.org/10.1002/aelm.202400495
• Fernando Vega, Alex Boehm, Andrew Kim, Samantha Jaszewski, Taisuke Ohta, Jon Ihlefeld, Thomas Beechem. Modifications in the charge trap landscape in Hf0.5Zr0.5O2 as a function of oxygen vacancy concentration observed with photoemission electron microscopy, Applied Physics Letters, 126, (2025) doi 1063/5.0252406
• Maria Hilse, Justin Rodriguez, Jennifer Gray, Jinyuan Yao, Shaoqing Ding, Derrick Liu, Mo Li, Joshua Young, Ying Liu, Roman Engel-Herbert. Mixed polytype/polymorph formation in InSe films grown by molecular beam epitaxy on GaAs(111)B, npj 2D Materials and Applications, 9,19 (2025) , DOI:10.1038/s41699-025-00535-7
• Arpan Biswas, Rama Vasudevan, Rohit Pant, Ichiro Takeuchi, Hiroshi Funakubo, Yongtao Liu. SANE: strategic autonomous non-smooth exploration for multiple optima discovery in multi-modal and non-differentiable black-box functions, Digital Discovery, 4,853-867 (2025)   DOI:10.1039/d4dd00299g
• Jackson Spurling, Devin Goodling, Ece Günay, Saeed Almishal, Elizabeth Dickey, Jon-Paul Maria. Composition-dependent ferroelectric behavior in Zn1−xMgxO thin films, Physical Review Materials, 9,024405 (2025)  DOI:1103/physrevmaterials.9.024405
• Varun Parekh, Yi Xiao, Yixin Xu, Zijian Zhao, Zhouhang Jiang, Rudra Biswas, Sumitha George, Kai Ni, Vijaykrishnan Narayanan. A Study on the Impact of Temperature-Dependent Ferroelectric Switching Behavior in 3D Memory Architecture, 2025 38th International Conference on VLSI Design and 2024 23rd International Conference on Embedded Systems (VLSID), 392-397 (2025)   DOI:1109/vlsid64188.2025.00080
• Sotaro Kageyama, Kazuki Okamoto, Shinnosuke Yasuoka, Keisuke Ide, Kota Hanzawa, Yoshiomi Hiranaga, Pochun Hsieh, Sankalpa Hazra, Albert Suceava, Akash Saha, Hiroko Yokota, Kei Shigematsu, Masaki Azuma, Venkatraman Gopalan, Hiroshi Uchida, Hidenori Hiramatsu, Hiroshi Funakubo. Realization of Non‐Equilibrium Wurtzite Structure in Heterovalent Ternary MgSiN2 Film Grown by Reactive Sputtering, Advanced Electronic Materials, ,2400880 (2025) , DOI 1002/aelm.202400880
• Maria Hilse, Justin Rodriguez, Jennifer Gray, Jinyuan Yao, Shaoqing Ding, Derrick Liu, Mo Li, Joshua Young, Ying Liu, Roman Engel-Herbert. Mixed polytype/polymorph formation in InSe films grown by molecular beam epitaxy on GaAs(111)B, npj 2D Materials and Applications, 9 ,19 (2025)   DOI:10.1038/s41699-025-00535-7
• Yu Liu, Boris Slautin, Jason Bemis, Roger Proksch, Rohit Pant, Ichiro Takeuchi, Stanislav Udovenko, Susan Trolier-McKinstry, Sergei Kalinin. Reward based optimization of resonance-enhanced piezoresponse spectroscopy, Applied Physics Letters, 126,042901 (2025)   DOI:10.1063/5.0249686
• Chloe H. Skidmore, R. Jackson Spurling, John Hayden, Steven M. Baksa, Drew Behrendt, Devin Goodling, Joshua L. Nordlander, Albert Suceava, Joseph Casamento, Betul Akkopru-Akgun, Sebastian Calderon, Ismaila Dabo, Venkatraman Gopalan, Kyle P. Kelley, Andrew M. Rappe, Susan Trolier-McKinstry, Elizabeth C. Dickey, Jon-Paul Maria.  Proximity ferroelectricity in wurtzite heterostructures, Nature, 637, 574, (2025) https://www.nature.com/articles/s41586-024-08295-y
• Eugene A. Eliseev, Sergei V. Kalinin, Anna N. Morozovska.  Ferro-ionic states and domains morphology in Hf_xZr_1−xO₂ nanoparticles, Journal of Applied Physics, 137, 034103, https://doi.org/10.1063/5.0243067

2024:      

• Songsong Zhou and Andrew M. Rappe.  Nucleation mechanism of multiple-order parameter ferroelectric domain wall motion in hafnia, PNAS, 122, e2406316122, (2024) https://doi.org/10.1073/pnas.2406316122
• Jiahui Duan, Yixin Xu, Zijian Zhao, Anni Lu, James Read, Mohsen Imani, Thomas Kämpfe, Mike Niemier, Xiao Gong, Shimeng Yu, Vijaykrishnan Narayanan, Kai Ni. Variation Tolerant and Energy-Efficient Charge Domain Compute-in-Memory Array with Binary and Multi-Level Cell Ferroelectric FET, 2024 IEEE International Electron Devices Meeting (IEDM) DOI:1109/iedm50854.2024.10873305
• Zhouhang Jiang, Yi Xiao, Milind Weling, Halid Mulaosmanovic, Stefan Duenkel, Dominik Kleimaier, Steven Soss, Sven Beyer, Rajiv Joshi, Mohamed Mohamed, Scott Meninger, Xiao Gong, Vijaykrishnan Narayanan, Kai Ni. On the Origin of Holes During Polarization Reset in Floating Body Ferroelectric FETs Towards Improving Switching Efficiency, 2024 IEEE International Electron Devices Meeting (IEDM)   DOI:1109/iedm50854.2024.10873452
• Shan Deng, Yi Xiao, Zhouhang Jiang, Yixin Qin, Zijian Zhao, Renzheng Zhang, John Howe, Yushan Lee, Jiahui Duan, Rajiv Joshi, Thomas Kämpfe, Tengfei Luo, Tuo-Hung Hou, Xiao Gong, Vijaykrishnan Narayanan, Kai Ni. First Demonstration of Vertical 2T-nC FeRAM Hybrid Cell and its Scalability for High-Density 3D Ferroelectric Capacitor Memory, 2024 IEEE International Electron Devices Meeting (IEDM)   DOI:1109/iedm50854.2024.10873477
• Megan Lenox, Md Islam, Md Bin Hoque, Chloe Skidmore, Alejandro Salanova, Shelby Fields, Samantha Jaszewski, Jon-Paul Maria, Patrick Hopkins, Jon Ihlefeld. Electrode Elastic Modulus as the Dominant Factor in the Capping Effect in Ferroelectric Hafnium Zirconium Oxide Thin Films, ACS Applied Materials & Interfaces,16, 69588-69598, (2024) doi.org/10.1021/acsami.4c15934
• Steven Baksa, Simon Gelin, Seda Oturak, Jackson Spurling, Alireza Sepehrinezhad, Leonard Jacques, Susan Trolier‐McKinstry, Adri van Duin, Jon‐Paul Maria, Andrew Rappe, Ismaila Dabo. Strain Fluctuations Unlock Ferroelectricity in Wurtzites, Advanced Electronic Materials, e2400567, (2024) doi.org/10.1002/aelm.202400567
• Anna N. Morozovska, Eugene A. Eliseev, Yulian M. Vysochanskii, Sergei V. Kalinin, Maksym V. Strikha.  Size Effect of Negative Capacitance State and Subthreshold Swing in Van der Waals Ferrielectric Field-Effect Transistors, Advanced Electronic Materials, e2400495, (2024), doi.org/10.1002/aelm.202400495
• Jonghee Yang, Anton Ievlev, Anna Morozovska, Eugene Eliseev, Jonathan Poplawsky, Devin Goodling, Robert Spurling, Jon‐Paul Maria, Sergei Kalinin, Yongtao Liu. Coexistence and Interplay of Two Ferroelectric Mechanisms in Zn_1‐xMg_xO, Advanced Materials,36, 2404925, (2024) [10.1002/adma.202404925
• Anna Morozovska, Sergei Kalinin, Eugene Eliseev, Svitlana Kopyl, Yulian Vysochanskii, Dean Evans. Ferri-ionic coupling in CuInP2S6 nanoflakes: Polarization states and controllable negative capacitance, Physical Review Applied,22, (2024) doi.org/10.1103/physrevapplied.22.034059
• Aditya Raghavan, Rohit Pant, Ichiro Takeuchi, Eugene Eliseev, Marti Checa, Anna Morozovska, Maxim Ziatdinov, Sergei Kalinin, Yongtao Liu. Evolution of Ferroelectric Properties in Sm_xBi_1–xFeO₃ via Automated Piezoresponse Force Microscopy across combinatorial spread libraries, ACS Nano,18, 25591-25600, (2024) doi.org/10.1021/acsnano.4c06380
• Rui Zu, Bo Wang, Jingyang He, Lincoln Weber, Akash Saha, Long-Qing Chen, Venkatraman Gopalan. Optical second harmonic generation in anisotropic multilayers with complete multireflection of linear and nonlinear waves using ♯SHAARP.ml package, npj Computational Materials, 10, 64, (2024) doi.org/10.1038/s41524-024-01229-2
• Samantha Jaszewski, Shelby Fields, Sebastian Calderon, Benjamin Aronson, Thomas Beechem, Kyle Kelley, Casey Zhang, Megan Lenox, Ian Brummel, Elizabeth Dickey, Jon Ihlefeld. Phase Transformations Driving Biaxial Stress Reduction During Wake‐Up of Ferroelectric Hafnium Zirconium Oxide Thin Films, Advanced Electronic Materials, (2024) doi.org/10.1002/aelm.202400151
• Arnob Saha, Bibhas Manna, Sen Lu, Zhouhang Jiang, Kai Ni, Abhronil Sengupta. Device Feasibility Analysis of Multi-level FeFETs for Neuromorphic Computing, 2024 IEEE 6th International Conference on AI Circuits and Systems (AICAS), (2024) doi.org/10.1109/aicas59952.2024.10595900
• Alireza Sepehrinezhad, Steven Baksa, Ismaila Dabo, Adri van Duin. ReaxFF Reactive Force Field for Exploring Electronically Switchable Polarization in Zn_1–xMg_xO Ferroelectric Semiconductors, The Journal of Physical Chemistry C,128, 12534-12543, (2024) doi.org/10.1021/acs.jpcc.4c02233
• Eugene Eliseev, Yuri Zagorodniy, Victor Pavlikov, Oksana Leshchenko, Hanna Shevliakova, Miroslav Karpets, Andrei Yaremkevych, Olena Fesenko, Sergei Kalinin, Anna Morozovska. Phase diagrams and polarization reversal in nanosized Hf_xZr_1−xO_2−y,AIP Advances,14, 055224, (2024) doi.org/10.1063/5.0209123
• Drew Behrendt, Sayan Banerjee, Jiahao Zhang, Andrew Rappe. Discovery of wurtzite solid solutions with enhanced piezoelectric response using machine learning, Physical Review Materials,8, 055406, (2024) doi.org/10.1103/physrevmaterials.8.055406
• Jessica Haglund, Takanori Mimura, Jon Ihlefeld, John Conley. Internal Photoemission Spectroscopy Measurements of Interfacial Energy Barriers in Operating TaN/Hf_0.5Zr_0.5O₂/TaN Metal/Ferroelectric/Metal (MFM) Devices, ACS Applied Electronic Materials,6, 3249-3256, (2024) doi.org/10.1021/acsaelm.4c00073
• Bibhas Manna, Arnob Saha, Zhouhang Jiang, Kai Ni, Abhronil Sengupta. Variation-Resilient FeFET-Based In-Memory Computing Leveraging Probabilistic Deep Learning, IEEE Transactions on Electron Devices, 1-7, (2024) doi.org/10.1109/ted.2024.3378223
• Fan He, Wanlin Zhu, John Hayden, Joseph Casamento, Quyen Tran, Kyuhwe Kang, Yiwen Song, Betul Akkopru-Akgun, Jung Yang, Pannawit Tipsawat, Geoff Brennecka, Sukwon Choi, Thomas Jackson, Jon-Paul Maria, Susan Trolier-McKinstry. Frequency dependence of wake-up and fatigue characteristics in ferroelectric Al₉₃B _0.07N thin films, Acta Materialia, 266, 119678, (2024) doi.org/10.1016/j.actamat.2024.119678
• Jessica Haglund-Peterson, Benjamin Aronson, Samantha Jaszewski, Scott Habermehl, Giovanni Esteves, John Conley, Jon Ihlefeld, David Henry. Nonvolatile memory cells from hafnium zirconium oxide ferroelectric tunnel junctions using Nb and NbN electrodes, Journal of Applied Physics, 135, 094104, (2024) doi.org/10.1063/5.0191757
• Sergei Kalinin, Maxim Ziatdinov, Mahshid Ahmadi, Ayana Ghosh, Kevin Roccapriore, Yongtao Liu, Rama Vasudevan. Designing workflows for materials characterization, Applied Physics Reviews, 11, 011314, (2024) doi.org/10.1063/5.0169961
• Holland Hysmith, Elham Foadian, Shakti P. Padhy, Sergei V. Kalininb, Rob G. Moore, Olga S. Ovchinnikova, Mahshid Ahmadi, 2024. The future of self-driving laboratories: from human in the loop interactive AI to gamification. Digital Discovery, 2024,3, 621-636. https://doi.org/10.1039/d4dd00040d
• Arpan Biswas, Yongtao Liu, Nicole Creange, Yu-Chen Liu, Stephen Jesse, Jan-Chi Yang, Sergei Kalinin, Maxim Ziatdinov, Rama Vasudevan. A dynamic Bayesian optimized active recommender system for curiosity-driven partially Human-in-the-loop automated experiments, npj Computational Materials, 10, 29, (2024)  doi.org/10.1038/s41524-023-01191-5
• Thomas Beechem, Fernando Vega, Samantha Jaszewski, Benjamin Aronson, Kyle Kelley, Jon Ihlefeld. Photoinduced patterning of oxygen vacancies to promote the ferroelectric phase of Hf₅Zr_0.5O₂, Applied Physics Letters, 124, (2024) doi.org/10.1063/5.0186481
• Samantha Jaszewski, Shelby Fields, Ching-Chang Chung, Jacob Jones, Keithen Orson, Petra Reinke, Jon Ihlefeld. Impact of high-power impulse magnetron sputtering pulse width on the nucleation, crystallization, microstructure, and ferroelectric properties of hafnium oxide thin films, Journal of Vacuum Science & Technology A, 42, 023414, (2024) doi.org/10.1116/6.0003307
• Joseph Casamento, Fan He, Chloe Skidmore, John Hayden, Josh Nordlander, Joan Redwing, Susan Trolier-McKinstry, Jon-Paul Maria. Ferroelectric Al_1−xB_xN–GaN heterostructures, Applied Physics Letters, 124, (2024) https://doi.org/10.1063/5.0190556
• Calderon V, John Hayden, M. Delower, Jon-Paul Maria, Elizabeth Dickey. Effect of boron concentration on local structure and spontaneous polarization in AlBN thin films, APL Materials, 12, (2024) doi.org/10.1063/5.0179942
• Sergei Kalinin V, Yongtao Liu, Arpan Biswas, Gerd Duscher, Utkarsh Pratiush, Kevin Roccapriore, Maxim Ziatdinov, Rama Vasudevan. Human-in-the-Loop: The Future of Machine Learning in Automated Electron Microscopy, Microscopy Today, 32, 35-41, (2024) doi.org/10.1093/mictod/qaad096
• Joseph Casamento, Steven Baksa, Drew Behrendt, Sebastian Calderon, Devin Goodling, John Hayden, Fan He, Leonard Jacques, Seung Lee, Walter Smith, Albert Suceava, Quyen Tran, Xiaojun Zheng, Rui Zu, Thomas Beechem, Ismaila Dabo, Elizabeth Dickey, Giovanni Esteves, Venkatraman Gopalan, Michael Henry, Jon Ihlefeld, Thomas Jackson, Sergei Kalinin, Kyle Kelley, Yongtao Liu, Andrew Rappe, Joan Redwing, Susan Trolier-McKinstry, Jon-Paul Maria. Perspectives and progress on wurtzite ferroelectrics: Synthesis, characterization, theory, and device applications, Applied Physics Letters,124, 080501, (2024) doi.org/1063/5.0185066
• Eugene Eliseev, Anna Morozovska, Sergei Kalinin, Dean Evans. Strain-induced polarization enhancement in BaTiO3 core-shell nanoparticles, Physical Review B, 109, 014104, (2024) https://doi.org/10.1103/physrevb.109.014104
• Anna Morozovska, Eugene Eliseev, Yongtao Liu, Kyle Kelley, Ayana Ghosh, Ying Liu, Jinyuan Yao, Nicholas Morozovsky, Andrei Kholkin, Yulian Vysochanskii, Sergei Kalinin. Bending-induced isostructural transitions in ultrathin layers of van der Waals ferrielectrics, Acta Materialia, 263, 119519, (2024) doi.org/10.1016/j.actamat.2023.119519
• Yixin Xu, Zijian Zhao, Yi Xiao, Tongguang Yu, Halid Mulaosmanovic, Dominik Kleimaier, Stefan Duenkel, Sven Beyer, Xiao Gong, Rajiv Joshi, Xiaobo Hu, Shixian Wen, Amanda Rios, Kiran Lekkala, Laurent Itti, Eric Homan, Sumitha George, Vijaykrishnan Narayanan, Kai Ni. Ferroelectric FET-based context-switching FPGA enabling dynamic reconfiguration for adaptive deep learning machines, Science Advances, 10, (2024) doi.org/10.1126/sciadv.adk1525
• David Henry, Sean Smith, Shelby Fields, Samantha Jaszewski, Giovanni Esteves, Helge Heinrich, Jon Ihlefeld. Impacts to FeRAM design arising from interfacial dielectric layers and wake up modulation in ferroelectric hafnium zirconium oxide, IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, 71, 323-331, (2024) doi.org/10.1109/tuffc.2023.3311328
• B.G. de Souza, V.B. Nascimento, R. de Paiva, A.M. Rappe. Thermoelectric properties of M₂AgAlBr₆ (M = K, Rb, Cs) double perovskites: A first principles study, Solid State Communications, 378, 115399, (2024) doi.org/10.1016/j.ssc.2023.115399
• Yongtao Liu, Anton Ievlev, Joseph Casamento, John Hayden, Susan Trolier‐McKinstry, Jon‐Paul Maria, Sergei Kalinin, Kyle Kelley. The Interplay Between Ferroelectricity and Electrochemical Reactivity on the Surface of Binary Ferroelectric Al_xB_1‐xN, Advanced Electronic Materials, 10, 2300489, (2024) doi.org/10.1002/aelm.202300489

2023:

• Yongtao Liu, Anna Morozovska, Ayana Ghosh, Kyle Kelley, Eugene Eliseev, Jinyuan Yao, Ying Liu, Sergei Kalinin. Stress and Curvature Effects in Layered 2D Ferroelectric CuInP₂S₆, ACS Nano, 17, 22004-22014, (2023) https://doi.org/10.1021/acsnano.3c08603
• Anna Morozovska, Eugene Eliseev, Lesya Yurchenko, Valentyn Laguta, Yongtao Liu, Sergei Kalinin, Andrei Kholkin, Yulian Vysochanskii. The strain-induced transitions of the piezoelectric, pyroelectric, and electrocaloric properties of the CuInP₂S₆ films, AIP Advances, 13, 125306, (2023) https://doi.org/10.1063/5.0178854
• Anna Morozovska, Maksym Strikha, Kyle Kelley, Sergei Kalinin, Eugene Eliseev. Effective Landau-type model of a Hf_xZr_1-xO₂-graphene nanostructure, Physical Review Applied, 20, 054007, (2023) https://doi.org/10.1103/physrevapplied.20.054007
• Samantha Jaszewski, Sebastian Calderon, Bishal Shrestha, Shelby Fields, Atanu Samanta, Fernando Vega, Jacob Minyard, Joseph Casamento, Jon-Paul Maria, Nikolas Podraza, Elizabeth Dickey, Andrew Rappe, Thomas Beechem, Jon Ihlefeld. Infrared Signatures for Phase Identification in Hafnium Oxide Thin Films, ACS Nano, (2023) https://doi.org/10.1021/acsnano.3c08371
• Yongtao Liu, Anna Morozovska, Ayana Ghosh, Kyle Kelley, Eugene Eliseev, Jinyuan Yao, Ying Liu, Sergei Kalinin. Stress and Curvature Effects in Layered 2D Ferroelectric CuInP₂S₆, ACS Nano, 17, 22004-22014, (2023) https://doi.org/10.1021/acsnano.3c08603
• Leonard Jacques, Smitha Shetty, Fernando Vega, Yongtao Liu, Benjamin Aronson, Thomas Beechem, Susan Trolier-McKinstry. Deposition and dielectric characterization of highly oriented V₂O₅ thin films, MRS Communications, (2023) https://doi.org/10.1557/s43579-023-00502-7
• Fan He, Kunyao Jiang, Yeseul Choi, Benjamin Aronson, Smitha Shetty, Jingyu Tang, Bangzhi Liu, Yongtao Liu, Kyle Kelley, Gilbert Rayner, Robert Davis, Lisa Porter, Susan Trolier-McKinstry. High field dielectric response in κ-Ga₂O₃ films, Journal of Applied Physics, 134, (2023) https://doi.org/10.1063/5.0169420
• Yixin Xu, Yi Xiao, Zijian Zhao, Franz Müller, Alptekin Vardar, Xiao Gong, Sumitha George, Thomas Kämpfe, Vijaykrishnan Narayanan, Kai Ni. Embedding security into ferroelectric FET array via in situ memory operation, Nature Communications, 14, 8287 (2023) https://doi.org/10.1038/s41467-023-43941-5
• Joseph Casamento, John Hayden, Susan Trolier-McKinstry, Jon-Paul Maria, Thai-Son Nguyen, Kazuki Nomoto, Huili (Grace) Xing, Debdeep Jena. Toward new ferroelectric nitride materials and devices: Aluminum boron nitride and aluminum scandium nitride ferroelectric high electron mobility transistors (FerroHEMTs), Semiconductors and Semimetals, 119-136, (2023) https://doi.org/10.1016/bs.semsem.2023.09.016
• Yi Xiao, Yixin Xu, Shan Deng, Zijian Zhao, Sumitha George, Kai Ni, Vijaykrishnan Narayanan. A Compact Ferroelectric 2T-(n+1)C Cell to Implement AND-OR Logic in Memory, 2023 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 1-6, (2023) https://doi.org/10.1109/isvlsi59464.2023.10238503
• Yi Xiao, Shan Deng, Zijian Zhao, Zubair Faris, Yixin Xu, Tzu-Jung Huang, Vijaykrishnan Narayanan, Kai Ni. Quasi-Nondestructive Read Out of Ferroelectric Capacitor Polarization by Exploiting a 2TnC Cell to Relax the Endurance Requirement, IEEE Electron Device Letters, 44, 1436-1439.
• Jinyuan Yao, Yongtao Liu, Shaoqing Ding, Yanglin Zhu, Zhiqiang Mao, Sergei Kalinin, Ying Liu. Ferroelectric Schottky diodes of CuInP₂S₆ nanosheet, Applied Physics Letters, 123, 142903, (2023) https://doi.org/10.1063/5.0160928
• Vijaykrishnan Narayanan. Lightning Talk: Can memory technologies meet demands of data abundant applications?, 2023 60th ACM/IEEE Design Automation Conference (DAC), 1-2, (2023) https://doi.org/10.1109/dac56929.2023.10247853
• Jon Ihlefeld, Travis Peters, Samantha Jaszewski, Takanori Mimura, Benjamin Aronson, Susan Trolier-McKinstry. Applied in-plane strain effects on the polarization response of ferroelectric hafnium zirconium oxide thin films, Applied Physics Letters, 123, 082901 (2023) https://doi.org/10.1063/5.0165072
• Anna Morozovska, Eugene Eliseev, Ayana Ghosh, Mykola Yelisieiev, Yulian Vysochanskii, Sergei Kalinin. Anomalous polarization reversal in strained thin films of CuInP₂S₆, Physical Review B, 108, 054107, (2023) https://doi.org/10.1103/physrevb.108.054107
• Kyle Kelley, Anna Morozovska, Eugene Eliseev, Yongtao Liu, Shelby Fields, Samantha Jaszewski, Takanori Mimura, Sebastian Calderon, Elizabeth Dickey, Jon Ihlefeld, Sergei Kalinin. Ferroelectricity in hafnia controlled via surface electrochemical state, Nature Materials, 22, 1144-1151, (2023) https://doi.org/10.1038/s41563-023-01619-9
• A Islam, Kai Ni, Abhronil Sengupta. Cross-Layer Optimizations for Ferroelectric Neuromorphic Computing, 2023 IEEE 66th International Midwest Symposium on Circuits and Systems (MWSCAS), 108-112, (2023) https://doi.org/10.1109/mwscas57524.2023.10406022
• John Hayden, Joseph Shepard, Jon-Paul Maria. Ferroelectric Al_1−xB_xN thin films integrated on Si, Applied Physics Letters, 123, 072901, (2023) https://doi.org/10.1063/5.0156606
• Derrick Liu, Maria Hilse, Andrew Lupini, Joan Redwing, Roman Engel-Herbert. Growth of Nanometer-Thick γ-InSe on Si(111) 7 × 7 by Molecular Beam Epitaxy for Field-Effect Transistors and Optoelectronic Devices, ACS Applied Nano Materials, 6, 15029-15037, (2023) https://doi.org/10.1021/acsanm.3c02602
• Keisuke Yazawa, Daniel Drury, John Hayden, Jon‐Paul Maria, Susan Trolier‐McKinstry, Andriy Zakutayev, Geoff Brennecka. Polarity effects on wake‐up behavior of Al₉₄B_0.06N ferroelectrics, Journal of the American Ceramic Society, 107, 1523-1532, (2023) https://doi.org/10.1111/jace.19382
• S Calderon, Elizabeth Dickey. Structural Modification in B-doped AlN Ferroelectric Films by STEM-DPC, Microscopy and Microanalysis, 29, 1796-1797, (2023) https://doi.org/10.1093/micmic/ozad067.929
• Hangtian Zhu, Wenjie Li, Amin Nozariasbmarz, Na Liu, Yu Zhang, Shashank Priya, Bed Poudel. Half-Heusler alloys as emerging high power density thermoelectric cooling materials, Nature Communications, 14, 3300, (2023) https://doi.org/10.1038/s41467-023-38446-0
• Jonathan Chin, Marshall Frye, Derrick Liu, Maria Hilse, Ian Graham, Jeffrey Shallenberger, Ke Wang, Roman Engel-Herbert, Mengyi Wang, Yun Shin, Nadire Nayir, Adri van Duin, Lauren Garten. Self-limiting stoichiometry in SnSe thin films, Nanoscale, 15, 9973-9984, (2023) https://doi.org/10.1039/d3nr00645j
• Connor McCormick, Steven Baksa, Joseph Veglak, Ismaila Dabo, Raymond Schaak. Chemical Insights into the Formation of Metastable Zinc Cobalt Sulfide Solid-Solution Nanoparticles through Simultaneous Multi-Cation Exchange, Chemistry of Materials, 35, 5433-5446, (2023) https://doi.org/10.1021/acs.chemmater.3c00763
• Wanlin Zhu, Fan He, John Hayden, Jung In Yang, Pannawit Tipsawat, Jon-Paul Maria, Susan Trolier-McKinstry; Exceptional high temperature retention in Al₉₃B_0.07N films. Appl. Phys. Lett. 122 (24): 242902 (2023). https://doi.org/10.1063/5.0152821
• Sebastian Calderon, John Hayden, Steven Baksa, William Tzou, Susan Trolier-McKinstry, Ismaila Dabo, Jon-Paul Maria, Elizabeth Dickey. Atomic-scale polarization switching in wurtzite ferroelectrics, Science, 380, 1034-1038 (2023). https://doi.org/1126/science.adh7670
• Leonard Jacques, Gyunghyun Ryu, Devin Goodling, Saiphaneendra Bachu, Rojin Taheri, Pedram Yousefian, Smitha Shetty, Betul Akkopru-Akgun, Clive Randall, Nasim Alem, Jon-Paul Maria, Susan Trolier-McKinstry; Wake up and retention in zinc magnesium oxide ferroelectric films. Journal of Applied Physics14 June 2023; 133 (22): 224102. https://doi.org/10.1063/5.0153750
• Yongtao Liu, Jonghee Yang, Benjamin Lawrie, Kyle Kelley, Maxim Ziatdinov, Sergei Kalinin, Mahshid Ahmadi. Disentangling Electronic Transport and Hysteresis at Individual Grain Boundaries in Hybrid Perovskites via Automated Scanning Probe Microscopy, ACS Nano, 17, 9647-9657, (2023) https://doi.org/10.1021/acsnano.3c03363
• Sergei Kalinin V, Rama Vasudevan, Yongtao Liu, Ayana Ghosh, Kevin Roccapriore, Maxim Ziatdinov. Probe microscopy is all you need, Machine Learning: Science and Technology, 4, 023001, (2023) https://doi.org/10.1088/2632-2153/acccd5
• Keisuke Yazawa, John Hayden, Jon-Paul Maria, Wanlin Zhu, Susan Trolier-McKinstry, Andriy Zakutayev, Geoff Brennecka. Anomalously abrupt switching of wurtzite-structured ferroelectrics: simultaneous non-linear nucleation and growth model, Materials Horizons, 10, 2936-2944, (2023) https://doi.org/10.1039/d3mh00365e
• Yongke Yan, Liwei D. Geng, Li-Qian Cheng, Xiaotian Li, Haoyang Leng, Ke Wang , Bed Poudel , Amin Nozariasbmarz , Mohan Sanghadasa, Susan Trolier-McKinstry , Qi-Ming Zhang , Yu U. Wang, Shashank Priya , Correlation between cation order/disorder and the electrocaloric effect in the MLCCs of complex perovskite ferroelectrics, Acta Materialia 118990 (2023), https://doi.org/10.1016/j.actamat.2023.118990
• Albert Suceava, John Hayden, Kyle P. Kelley, Yihuang Xiong, Benazir Fazlioglu-Yalcin, Ismaila Dabo, Susan Trolier-McKinstry, Jon-Paul Maria, and Venkatraman Gopalan, “Enhancement of second-order optical nonlinearities and nanoscale periodic domain patterning in ferroelectric boron-substituted aluminum nitride thin films,” Opt. Mater. Express 13, 1522-1534 (2023) https://doi.org/10.1364/OME.488459
• Benazir Fazlioglu‐Yalcin, Albert Suceava, Tatiana Kuznetsova, Ke Wang, Venkatraman Gopalan, Roman Engel‐Herbert. Stoichiometric Control and Optical Properties of BaTiO₃ Thin Films Grown by Hybrid MBE, Advanced Materials Interfaces, 10, (2023) https://doi.org/10.1002/admi.202300018
• Zu, R., Ryu, G., Kelley, K.P., Baksa, S.M., Jacques, L.C., Wang, B., Ferri, K., He, J., Chen, L.-Q., Dabo, I., Trolier-McKinstry, S., Maria, J.-P. and Gopalan, V. Large Enhancements in Optical and Piezoelectric Properties in Ferroelectric Zn_1-xMg_xO Thin Films through Engineering Electronic and Ionic Anharmonicities. Adv. Phys. Res., 2, 2300003 (2023). https://doi.org/10.1002/apxr.202300003
• N. M. Nafiul Islam, Arnob Saha, Zhouhang Jiang, Kai Ni, Abhronil Sengupta; Hybrid stochastic synapses enabled by scaled ferroelectric field-effect transistors. Appl. Phys. Lett.20 March 2023; 122 (12): 123701. https://doi.org/10.1063/5.0132242
• Lingyuan Gao, Robert Wexler, Ruixiang Fei, Andrew Rappe. Ab Initio Study of Hydrogen Niobate HNbO₃: Structural, Thermodynamic, Dielectric, and Optical Properties, The Journal of Physical Chemistry C, 127, 5931 – 5940, (2023) https://doi.org/10.1021/acs.jpcc.2c07844
• Yongtao Liu, Rama Vasudevan, Kyle Kelley, Hiroshi Funakubo, Maxim Ziatdinov, Sergei Kalinin. Learning the right channel in multimodal imaging: automated experiment in piezoresponse force microscopy. npj Comput Mater9, 34 (2023). https://doi.org/10.1038/s41524-023-00985-x
• Yongtao Liu, Anna N. Morozovska, Eugene A. Eliseev, Kyle P. Kelley, Rama Vasudevan, Maxim Ziatdinov, Sergei V. Kalinin, Autonomous scanning probe microscopy with hypothesis learning: Exploring the physics of domain switching in ferroelectric materials, Patterns, Volume 4, 100704, (2023) ISSN 2666-3899, https://doi.org/10.1016/j.patter.2023.100704.
• Antik Mallick, Megan K. Lenox, Thomas E. Beechem, Jon F. Ihlefeld, Nikhil Shukla; Oxygen vacancy contributions to the electrical stress response and endurance of ferroelectric hafnium zirconium oxide thin films.  Phys. Lett.27 March 2023; 122 (13): 132902.  https://doi.org/10.1063/5.0142789
• Yongtao Liu, Jonghee Yang, Rama Vasudevan, Kyle Kelley, Maxim Ziatdinov, Sergei Kalinin, Mahshid Ahmadi. Exploring the Relationship of Microstructure and Conductivity in Metal Halide Perovskites via Active Learning-Driven Automated Scanning Probe Microscopy, The Journal of Physical Chemistry Letters, 3352 – 3359, (2023) https://doi.org/10.1021/acs.jpclett.3c00223
• Shelby S. Fields, Samantha T. Jaszewski, Megan K. Lenox, Jon F. Ihlefeld, Asymmetric Electrode Work Function Customization via Top Electrode Replacement in Ferroelectric and Field-Induced Ferroelectric Hafnium Zirconium Oxide Thin Films.  Mater. Interfaces2023, 10, 2202232. https://doi.org/10.1002/admi.202202232
• Wenjie Li, Gagan K. Goyal, David Stokes, Lavanya Raman, Subrata Ghosh, Shweta Sharma, Amin Nozariasbmarz, Na Liu, Saurabh Singh, Yu Zhang, Bed Poudel, and Shashank Priya. High-Performance Skutterudite/Half-Heusler Cascaded Thermoelectric Module Using the Transient Liquid Phase Sintering Joining Technique, ACS Applied Materials & Interfaces, 15, 2961 – 2970, (2023) https://doi.org/10.1021/acsami.2c19137

2022

1. Chengyang Zhang, Ravindra Singh Bisht, Amin Nozariasbmarz, Arnob Saha, Chan Su Han, Qi Wang, Yifan Yuan, Abhronil Sengupta, Shashank Priya, Shriram Ramanathan; Synthesis and electrical behavior of VO₂thin films grown on SrRuO₃ electrode layers. Journal of Vacuum Science & Technology A 1 July 2022; 40 (4): 043405. https://doi.org/10.1116/6.0001798
2. Eliseev, Eugene A. and Yelisieiev, Mykola E. and Kalinin, Sergei V. and Morozovska, Anna N., Observability of negative capacitance of a ferroelectric film: Theoretical predictions, Rev. B, Volume 105, issue = 17, May 2022, American Physical Society, 10.1103/PhysRevB.105.174110, https://link.aps.org/doi/10.1103/PhysRevB.105.174110
3. Park, T. J., Deng, S., Manna, S., Islam, A. N. M. N., Yu, H., Yuan, Y., Fong, D. D., Chubykin, A. A., Sengupta, A., Sankaranarayanan, S. K. R. S., Ramanathan, S., Complex Oxides for Brain-Inspired Computing: A Review.  Mater.2022, 2203352. https://doi.org/10.1002/adma.202203352
4. Ziatdinov, Maxim, Liu, Yongtao, Kelley, Kyle, Vasudevan, Rama, Kalinin, Sergei V., Bayesian Active Learning for Scanning Probe Microscopy: From Gaussian Processes to Hypothesis Learning, ACS Nano, 2022, 10.1021/acsnano.2c05303, https://doi.org/10.1021/acsnano.2c05303
5. Liu, Yongtao, Ziatdinov, Maxim, Kalinin, Sergei, V. Exploring Causal Physical Mechanisms via Non-Gaussian Linear Models and Deep Kernel    Learning: Applications for Ferroelectric Domain Structures. ACS Nano, 2022, 10.1021/acsnano.1c09059, https://www-webofscience-com.ezaccess.libraries.psu.edu/wos/woscc/full-record/WOS:000739351500001
6. Liu, Y., Kelley, K. P., Vasudevan, R. K., Zhu, W., Hayden, J., Maria, J.-P., Funakubo, H., Ziatdinov, M. A., Trolier-McKinstry, S., Kalinin, S. V., Automated Experiments of Local Non-Linear Behavior in Ferroelectric Materials. Small 2022, 18, 2204130. https://doi.org/10.1002/smll.202204130
7. Sora Lee, Xiaotian Zhang, Thomas Mc Knight, Bhavesh Ramkorun, Huaiyu Wang, Venkatraman Gopalan, Joan M. Redwing and Thomas N. Jackson, 2022, 2D Materials, 1088/2053-1583/ac5b17, https://iopscience.iop.org/article/10.1088/2053-1583/ac5b17
8. Morozovska, Anna N. and Eliseev, Eugene A. and Biswas, Arpan and Shevliakova, Hanna V. and Morozovsky, Nicholas V. and Kalinin, Sergei V., Chemical control of polarization in thin strained films of a multiaxial ferroelectric: Phase diagrams and polarization rotation, Physical Review B, 2022, https://doi.org/10.1103/PhysRevB.105.094112
9. Fields, S. S., Cai, T., Jaszewski, S. T., Salanova, A., Mimura, T., Heinrich, H. H., Henry, M. D., Kelley, K. P., Sheldon, B. W., Ihlefeld, J. F., Origin of Ferroelectric Phase Stabilization via the Clamping Effect in Ferroelectric Hafnium Zirconium Oxide Thin Films.  Electron. Mater.2022, 8, 2200601. https://doi.org/10.1002/aelm.202200601
10. Morozovska, Anna N., Eliseev, Eugene, A., Kelley, Kyle and Kalinin, Sergei, V. Temperature-Assisted Piezoresponse Force Microscopy: Probing Local Temperature-Induced Phase Transitions in Ferroics. Physical Review Applied, 2022. https://doi.org/10.1103/PhysRevApplied.18.024045
11.  Liu, Y., Kelley, K. P., Funakubo, H., Kalinin, S. V., Ziatdinov, M., Exploring Physics of Ferroelectric Domain Walls in Real Time: Deep Learning Enabled Scanning Probe Microscopy.  Sci.2022, 9, 2203957. https://doi.org/10.1002/advs.202203957
12. Songsong Zhou et al. Strain-induced antipolar phase in hafnia stabilizes robust thin-film ferroelectricity. Adv.8 ,eadd5953 (2022).DOI:10.1126/sciadv.add5953
13. Gupta, S. Phase transformation and growth mechanism of RF sputtered ferroelectric lead scandium tantalate (PbSc₅Ta_0.5O₃) films. J Am Ceram Soc. 2023; 106: 2209– 2224. https://doi.org/10.1111/jace.18874
14. Jon F. Ihlefeld, Samantha T. Jaszewski, Shelby S. Fields; A Perspective on ferroelectricity in hafnium oxide: Mechanisms and considerations regarding its stability and performance.  Phys. Lett.12 December 2022; 121 (24): 240502. https://doi.org/10.1063/5.0129546
15. Kelley, K. P., Kalinin, S. V., Eliseev, E., Raghuraman, S., Jesse, S., Maksymovych, P., Morozovska, A. N., Probing Temperature-Induced Phase Transitions at Individual Ferroelectric Domain Walls.  Electron. Mater.2023, 9, 2200552. https://doi.org/10.1002/aelm.202200552
16. Kim, J., Kumar, A., Qi, Y. et al.Coupled polarization and nanodomain evolution underpins large electromechanical responses in relaxors.  Phys. 18, 1502–1509 (2022). https://doi.org/10.1038/s41567-022-01773-y\
17. Yongtao Liu, Shelby S. Fields, Takanori Mimura, Kyle P. Kelley, Susan Trolier-McKinstry, Jon F. Ihlefeld, Sergei V. Kalinin; Exploring leakage in dielectric films via automated experiments in scanning probe microscopy.  Phys. Lett.2 May 2022; 120 (18): 182903. https://doi.org/10.1063/5.0079217
18. Derrick S. H. Liu, Maria Hilse, Roman Engel-Herbert; Desorption characteristics of selenium and tellurium thin films. Journal of Vacuum Science & Technology A1 September 2022; 40 (5): 053407. https://doi.org/10.1116/6.0002013
19. Yu, A. N. M. N. Islam, S. Mondal, A. Sengupta and S. Ramanathan, “Switching Dynamics in Vanadium Dioxide-Based Stochastic Thermal Neurons,” in IEEE Transactions on Electron Devices, vol. 69, no. 6, pp. 3135-3141, June 2022, doi: 10.1109/TED.2022.3168248.
20. Amin Nozariasbmarz, Ravi Anant Kishore, Wenjie Li, Yu Zhang, Luyao Zheng, Mohan Sanghadasa, Bed Poudel, Shashank Priya; Thermoelectric coolers for high-power-density 3D electronics heat management.  Phys. Lett.18 April 2022; 120 (16): 164101. https://doi.org/10.1063/5.0088129
21. Sergei V Kalinin et al2022 Nanotechnology 33 DOI : 10.1088/1361-6528/ac2f5b
22. Liu, Y., Kelley, K.P., Vasudevan, R.K. et al.Experimental discovery of structure–property relationships in ferroelectric materials via active learning. Nat Mach Intell 4, 341–350 (2022). https://doi.org/10.1038/s42256-022-00460-0
23. Anna N. Morozovska, Hanna V. Shevliakova, Yaroslava Yu. Lopatina, Mykola E. Yelisieiev, Galina I. Dovbeshko, Marina V. Olenchuk, George S. Svechnikov, Sergei V. Kalinin, Yunseok Kim, and Eugene A. Eliseev. Size Effect of Local Current-Voltage Characteristics of MX₂ Nanoflakes: Local Density of States Reconstruction from Scanning Tunneling Microscopy Experiments. Phys. Rev. Applied 17, 064037 – Published 21 June 2022. DOI: https://doi.org/10.1103/PhysRevApplied.17.064037
24. S. Thomann, K. Ni and H. Amrouch, “Joint Modeling of Multi-Domain Ferroelectric and Distributed Channel towards Unveiling the Asymmetric Abrupt DC Current Jump in Ferroelectric FET,” ESSDERC 2022 – IEEE 52nd European Solid-State Device Research Conference (ESSDERC), Milan, Italy, 2022, pp. 336-339, DOI: 10.1109/ESSDERC55479.2022.9947176
25. Anna N. Morozovska, Sergei V. Kalinin, Mykola E. Yelisieiev, Jonghee Yang, Mahshid Admadi, Eugene A. Eliseev, Dean R. Evans, Dynamic control of ferroionic states in ferroelectric nanoparticles, ScienceDirect, 2022, DOI: https://doi.org/10.1016/j.actamat.2022.118138
26. Suguru Yoshida, Hirofumi Akamatsu, Alexandra S. Gibbs, Shogo Kawaguchi, Venkatraman Gopalan, Katsuhisa Tanaka and Koji Fujita. Mater.2022, 34, 14, 6492–6504, Publication Date: July 11, 2022,
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27. Xiao et al., “On the Write Schemes and Efficiency of FeFET 1T NOR Array for Embedded Nonvolatile Memory and Beyond,” 2022 International Electron Devices Meeting (IEDM), San Francisco, CA, USA, 2022, pp. 13.6.1-13.6.4, doi: 10.1109/IEDM45625.2022.10019542.
28. Yu, T., Xu, Y., Deng, S. et al.Hardware functional obfuscation with ferroelectric active interconnects. Nat Commun 13, 2235 (2022). https://doi.org/10.1038/s41467-022-29795-3
29. Deng et al., “Compact Ferroelectric Programmable Majority Gate for Compute-in-Memory Applications,” 2022 International Electron Devices Meeting (IEDM), San Francisco, CA, USA, 2022, pp. 36.7.1-36.7.4, doi: 10.1109/IEDM45625.2022.10019400.
30. Jiang et al., “On the Feasibility of 1T Ferroelectric FET Memory Array,” in IEEE Transactions on Electron Devices, vol. 69, no. 12, pp. 6722-6730, Dec. 2022, doi: 10.1109/TED.2022.3216819.
31. Jiang et al., “Asymmetric Double-Gate Ferroelectric FET to Decouple the Tradeoff Between Thickness Scaling and Memory Window,” 2022 IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits), Honolulu, HI, USA, 2022, pp. 395-396, doi: 10.1109/VLSITechnologyandCir46769.2022.9830172.
32. Ni, O. Prakash, S. Thomann, Z. Zhao, S. Deng and H. Amrouch, “Suppressing Channel Percolation in Ferroelectric FET for Reliable Neuromorphic Applications,” 2022 IEEE International Reliability Physics Symposium (IRPS), Dallas, TX, USA, 2022, pp. 1-8, doi: 10.1109/IRPS48227.2022.9764521.
33. Romakanta Bhattarai, Kai Ni and Xiao Shen, Ferroelectric 2D antimony oxides with wide bandgaps, Journal of Materials Chemistry C, November, 2022. https://doi.org/10.1039/D2TC03343G

2021

1. Jao, N.; Xiao, Y.; Saha, A.K.; Gupta, S.K.; Narayanan, V. Design Space Exploration of Ferroelectric Tunnel Junction Toward Crossbar Memories IEEE Journal on Exploratory Solid-State Computational Devices and Circuits, 7, 115 – 122, (2021). [DOI: 10.1109/JXCDC.2021.3117566 ]  
2. Y. Xiao, S. Deng, Z. Zhao, V. Narayanan, and K. Ni, “Predictive Modeling of Ferroelectric Tunnel Junctions for Memory and Analog Weight Cell Applications,” 67th IEDM, 2021
3. Kalinin, S.V.; Steffes, J.J.; Liu, Y.; Huey, B.D.; Ziatdinov, M. Disentangling ferroelectric domain wall geometries and pathways in dynamic piezoresponse force microscopy via unsupervised machine learning Nanotechnology, 33, 055707, (2021). [DOI: 10.1088/1361-6528/ac2f5b ]  
4. Liu, Y.; Proksch, R.; Wong, C.Yin; Ziatdinov, M.; Kalinin, S.V. Disentangling Ferroelectric Wall Dynamics and Identification of Pinning Mechanisms via Deep Learning Advanced Materials, 33, 2103680, (2021). [DOI: 10.1002/adma.202103680 ]  
5. Shan Deng, Zijian Zhao, Santosh Kurinec, Kai Ni, Xiao Yi, Tongguang Yu, and Vijaykrishnan Narayanan, “Overview of Ferroelectric Memory Devices and Reliability Aware Design Optimization”, GLSVLSI’21 (Special Session invited Paper)
6. M. David Henry, Shelby Fields, Sean Smith, Paul Davids, and Jon Ihlefeld, “Wake up and Endurance of Ferroelectric Hf0.5Zr0.5O2 on NbN and Nb”, AVS 67th International Symposium and exhibition, Oct 2021.
7. Garg, C.; Chauhan, N.; Deng, S.; Khan, A.Islam; Dasgupta, S.; Bulusu, A.; Ni, K. Impact of Random Spatial Fluctuation in Non-Uniform Crystalline Phases on the Device Variation of Ferroelectric FET IEEE Electron Device Letters, 42, 1160 – 1163, (2021). [DOI: 10.1109/LED.2021.3087335 ]  
8. Saha, A.; Islam, A.N.M.Nafi; Zhao, Z.; Deng, S.; Ni, K.; Sengupta, A.Intrinsic synaptic plasticity of ferroelectric field effect transistors for online learning Applied Physics Letters, 119, 133701, (2021). [DOI: 10.1063/5.0064860 ]  
9. Chen, Y.; Zhirnov, V.; Sasan, A.; Savidis, I.; Deng, S.; Zhao, Z.; Kurinec, S.; Ni, K.; Xiao, Y.; Yu, T.; Narayanan, V. Overview of Ferroelectric Memory Devices and Reliability Aware Design Optimization GLSVLSI ’21: Great Lakes Symposium on VLSI 2021Proceedings of the 2021 on Great Lakes Symposium on VLSI, (2021). [DOI: 10.1145/3453688.3461743 ]  
10. Liu, Y.; Vasudevan, R.K.; Kelley, K.K.; Kim, D.; Sharma, Y.; Ahmadi, M.; Kalinin, S.V.; Ziatdinov, M. Decoding the shift-invariant data: applications for band-excitation scanning probe microscopy, Machine Learning: Science and Technology, 2, 045028, (2021). [DOI: 10.1088/2632-2153/ac28de ]  
11. Ferri, K.; Bachu, S.; Zhu, W.; Imperatore, M.; Hayden, J.; Alem, N.; Giebink, N.; Trolier-McKinstry, S.; Maria, J.P. Ferroelectrics everywhere: Ferroelectricity in magnesium substituted zinc oxide thin films Journal of Applied Physics, 130, 044101, (2021). [DOI: 10.1063/5.0053755 ] 
12. Qi, Y.; Rappe, A.M.Widespread Negative Longitudinal Piezoelectric Responses in Ferroelectric Crystals with Layered Structures Physical Review Letters, 126, 217601, (2021). [DOI: 10.1103/PhysRevLett.126.217601 ]  
13. Hayden, J.; Hossain, M.Delower; Xiong, Y.; Ferri, K.; Zhu, W.; Imperatore, M.Vincenzo; Giebink, N.; Trolier-McKinstry, S.; Dabo, I.; Maria, J.P. Ferroelectricity in boron-substituted aluminum nitride thin films Phys. Rev. Materials, 5, 4412 , (2021). [DOI: 10.1103/PhysRevMaterials.5.044412 ]  
14. Fields, S.S.; Smith, S.W.; Jaszewski, S.T.; Mimura, T.; Dickie, D.A.; Esteves, G.; Henry, D.; Wolfley, S.L.; Davids, P.S.; Ihlefeld, J.F. Wake-up and fatigue mechanisms in ferroelectric Hf0.5 Zr0.5O2 films with symmetric RuO2 electrodes Journal of Applied Physics, 130, 134101, (2021). [DOI: 10.1063/5.0064145 ]