Is Dislocation Flow Turbulent in Deformed Crystals? - Woosong Choi; Yong Chen; Stefanos Papanikolaou; James P. Sethna (Comput. Sci. Eng., 2012)

Learning crystal plasticity using digital image correlation: Examples from discrete dislocation dynamics. - Stefanos Papanikolaou; Michail Tzimas; Hengxu Song; Andrew C. E. Reid; Stephen A. Langer (CoRR, 2017)

Deep learning based domain knowledge integration for small datasets: Illustrative applications in materials informatics. - Zijiang Yang 008; Reda Al-Bahrani; Andrew C. E. Reid; Stefanos Papanikolaou; Surya R. Kalidindi; Wei-keng Liao; Alok N. Choudhary; Ankit Agrawal 001 (IJCNN, 2019)

Direct detection of plasticity onset through total-strain profile evolution. - Stefanos Papanikolaou; Mikko J. Alava (CoRR, 2021)

Substitutional Alloying Using Crystal Graph Neural Networks. - Dario Massa; Daniel Cieslinski; Amirhossein Naghdi; Stefanos Papanikolaou (CoRR, 2023)

In-Context Learning of Physical Properties: Few-Shot Adaptation to Out-of-Distribution Molecular Graphs. - Grzegorz Kaszuba; Amirhossein D. Naghdi; Dario Massa; Stefanos Papanikolaou; Andrzej Jaszkiewicz; Piotr Sankowski (CoRR, 2024)