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Machine Learning for Materials Design and Discovery
This Special Topic aims to provide a valuable and timely forum where scientists and practitioners in the field of materials informatics share their most recent findings and disruptive ideas, reveal new advances to improve the fundamental understanding of machine learning approaches for accelerated materials design and discovery, and identify challenges as well as the next critical steps going forward. Journal of Applied Physics has interest to expand in this area and aims to be the home for original and timely research reports on this important topic.
Guest Editors: Rama Vasudevan, Ghanshyam Pilania, and Prasanna V. Balachandran

EDITORIALS
Rama Vasudevan; Ghanshyam Pilania; Prasanna V. Balachandran
10.1063/5.0043300
Soft Matter, Fluids, and Biophysics
Sergey Magedov; Christopher Koh; Walter Malone; Nicholas Lubbers; Benjamin Nebgen
10.1063/5.0016011
Thin Films, Interfaces, and Surfaces
Anna Costine; Paige Delsa; Tianxi Li; Petra Reinke; Prasanna V. Balachandran
10.1063/5.0017507
Photonics, Plasmonics, Photovoltaics, Lasers, Optical Materials and Phenomena
Maria-Christina Velli; George D. Tsibidis; Alexandros Mimidis; Evangelos Skoulas; Yannis Pantazis; Emmanuel Stratakis
10.1063/5.0018235
Emerging, Interdisciplinary, and Other Fields of Applied Physics
Alexander Scheinker; Reeju Pokharel
10.1063/5.0014725
Emerging, Interdisciplinary, and Other Fields of Applied Physics
Bin Zheng; Jing Yang; Bin Liang; Jian-chun Cheng
10.1063/5.0012392
Emerging, Interdisciplinary, and Other Fields of Applied Physics
W. Ma; E. J. Kautz; A. Baskaran; A. Chowdhury; V. Joshi; B. Yener; D. J. Lewis
10.1063/5.0013720
Emerging, Interdisciplinary, and Other Fields of Applied Physics
Liyuan Huang; Chen Ling
10.1063/5.0012411
Physics of Materials, Including Electrical, Thermal, Mechanical and Other Properties
Eric W. Jacobs; Charles Yang; Kahraman G. Demir; Grace X. Gu
10.1063/5.0015648
Physics of Materials, Including Electrical, Thermal, Mechanical and Other Properties
Zhaohan Zhang; Mu Li; Katharine Flores; Rohan Mishra
10.1063/5.0012323
Thin Films, Interfaces, and Surfaces
Ibrahim Olanrewaju Alade; Mohd Amiruddin Abd Rahman; Amjed Hassan; Tawfik A. Saleh
10.1063/5.0008977
Physics of Materials, Including Electrical, Thermal, Mechanical and Other Properties
Shreyas J. Honrao; Stephen R. Xie; Richard G. Hennig
10.1063/5.0012407
Emerging, Interdisciplinary, and Other Fields of Applied Physics
Sae Dieb; Zhilong Song; Wan-Jian Yin; Masashi Ishii
10.1063/5.0012351
Physics of Materials, Including Electrical, Thermal, Mechanical and Other Properties
Efim Mazhnik; Artem R. Oganov
10.1063/5.0012055
Dielectrics, Ferroelectrics, and Multiferroics
Rama K. Vasudevan; Kyle P. Kelley; Eugene Eliseev; Stephen Jesse; Hiroshi Funakubo; Anna Morozovska; Sergei V. Kalinin
10.1063/5.0005323
Emerging, Interdisciplinary, and Other Fields of Applied Physics
Danny E. P. Vanpoucke; Onno S. J. van Knippenberg; Ko Hermans; Katrien V. Bernaerts; Siamak Mehrkanoon
10.1063/5.0012285
Physics of Materials, Including Electrical, Thermal, Mechanical and Other Properties
Maxim Ziatdinov; Dohyung Kim; Sabine Neumayer; Liam Collins; Mahshid Ahmadi; Rama K. Vasudevan; Stephen Jesse; Myung Hyun Ann; Jong H. Kim; Sergei V. Kalinin
10.1063/5.0013847
TUTORIALS
Surya R. Kalidindi
10.1063/5.0011258
Physics of Materials, Including Electrical, Thermal, Mechanical and Other Properties
David Zagaceta; Howard Yanxon; Qiang Zhu
10.1063/5.0013208
Emerging, Interdisciplinary, and Other Fields of Applied Physics
Vinit Sharma; Pankaj Kumar; Pratibha Dev; Ghanshyam Pilania
10.1063/5.0015538