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Strain perturbation method for atomic stress calculation with machine-learning potentials

Suyue Yuan1, Kwangnam Kim1, Bo Wang1, Wonseok Jeong2, Tae Wook Heo1, Brandon C. Wood1, and Liwen F. Wan1

  • 1Laboratory for Energy Applications for the Future, Lawrence Livermore National Laboratory, Livermore, California 94550, USA
  • 2Material Measurement Science Division, National Institute of Standards and Technology, Gaithersburg, Maryland 20899, USA

Nanoscale control of coherency stress in Ni–Pd interfaces through grading and ternary buffer layers

Emmanuel-Peters Teke Tebo, Sina Karimzadeh, and Tien-Chien Jen

Nanoscale Adv. 8 4330 (2026)

Efficient rigorous stress field calculations for machine learning interatomic potentials

Nikhil Chandra Admal, Jaekwang Kim, Amit Gupta, and Ellad B Tadmor

Mach. Learn.: Eng. 2 025006 (2026)

Photoplastic strengthening in nanocrystalline ZnS

Chengchi Cao, Kun Luo, and Qi An

International Journal of Mechanical Sciences 330 112232 (2026)

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