Contact and support
Need help, have a question, or want to contact the ResearchHub team?
© 2026 ResearchHub. Built for responsible scholarly connection.
Privacy-aware community infrastructureResearch graph
References from Multiscale modelling of ferroelectrics using a physics-informed neural network driven by molecular dynamics data: parameter identification and field reconstruction. Local targets link to admitted publications; unresolved targets remain external evidence.
10.1038/s41467-024-52062-6
10.1038/s41467-024-52062-6 · 2024 · External reference
10.1016/j.nanoen.2025.111046
10.1016/j.nanoen.2025.111046 · External reference
10.1364/oe.541317
10.1364/oe.541317 · 2024 · External reference
10.1063/5.0231329
10.1063/5.0231329 · 2024 · External reference
Unresolved reference
2025 · External reference
10.1016/j.actamat.2025.120943
10.1016/j.actamat.2025.120943 · 2025 · External reference
10.1016/j.actamat.2025.120890
10.1016/j.actamat.2025.120890 · 2025 · External reference
10.1103/revmodphys.84.119
10.1103/revmodphys.84.119 · 2012 · External reference
10.1038/s42254-020-0235-z
10.1038/s42254-020-0235-z · 2020 · External reference
10.1016/j.ijmecsci.2022.107964
10.1016/j.ijmecsci.2022.107964 · 2023 · External reference
Unresolved reference
2025 · External reference
10.2109/jcersj2.23084
10.2109/jcersj2.23084 · 2023 · External reference
10.1016/j.actamat.2023.118998
10.1016/j.actamat.2023.118998 · 2023 · External reference
10.1126/science.abe3810
10.1126/science.abe3810 · 2021 · External reference
10.1002/adma.202102421
10.1002/adma.202102421 · External reference
10.1002/adma.202202379
10.1002/adma.202202379 · 2022 · External reference
10.1016/j.ceramint.2024.05.102
10.1016/j.ceramint.2024.05.102 · 2024 · External reference
Unresolved reference
2024 · External reference
Unresolved reference
2023 · External reference
10.1103/physrevlett.120.037602
10.1103/physrevlett.120.037602 · 2018 · External reference
10.1016/j.actamat.2021.117126
10.1016/j.actamat.2021.117126 · 2021 · External reference
10.1016/j.actamat.2025.121207
10.1016/j.actamat.2025.121207 · 2025 · External reference
10.1016/j.ijsolstr.2021.02.009
10.1016/j.ijsolstr.2021.02.009 · 2021 · External reference
10.1038/s41535-022-00444-8
10.1038/s41535-022-00444-8 · External reference
10.1038/s41524-024-01352-0
10.1038/s41524-024-01352-0 · 2024 · External reference
10.1016/j.jcis.2024.09.079
10.1016/j.jcis.2024.09.079 · 2025 · External reference
10.2139/ssrn.6172788
10.2139/ssrn.6172788 · External reference
10.1038/s41524-026-02028-7
10.1038/s41524-026-02028-7 · 2026 · External reference
10.1038/s41467-017-01334-5
10.1038/s41467-017-01334-5 · 2017 · External reference
10.1016/j.actamat.2024.120513
10.1016/j.actamat.2024.120513 · 2025 · External reference
10.1038/s42254-021-00314-5
10.1038/s42254-021-00314-5 · 2021 · External reference
10.1007/s10915-022-01939-z
10.1007/s10915-022-01939-z · 2022 · External reference
10.1126/science.aaw4741
10.1126/science.aaw4741 · 2020 · External reference
10.1016/j.taml.2023.100450
10.1016/j.taml.2023.100450 · 2023 · External reference
10.1016/j.ijmecsci.2025.111109
10.1016/j.ijmecsci.2025.111109 · External reference
10.1016/j.ijmecsci.2024.109210
10.1016/j.ijmecsci.2024.109210 · 2024 · External reference
10.1016/j.jcp.2018.10.045
10.1016/j.jcp.2018.10.045 · 2019 · External reference
Unresolved reference
2018 · External reference
10.1103/physrevmaterials.4.054415
10.1103/physrevmaterials.4.054415 · 2020 · External reference
10.1016/j.cma.2025.118671
10.1016/j.cma.2025.118671 · 2026 · External reference
10.1063/5.0138489
10.1063/5.0138489 · 2023 · External reference
10.1016/j.ijsolstr.2014.02.021
10.1016/j.ijsolstr.2014.02.021 · 2014 · External reference
10.1080/13642810108208556
10.1080/13642810108208556 · 2001 · External reference
10.1016/j.commatsci.2022.111928
10.1016/j.commatsci.2022.111928 · 2023 · External reference
10.1016/j.cpc.2023.108757
10.1016/j.cpc.2023.108757 · 2023 · External reference
10.1016/j.ijsolstr.2021.111391
10.1016/j.ijsolstr.2021.111391 · 2022 · External reference
10.1016/j.actamat.2025.121216
10.1016/j.actamat.2025.121216 · 2025 · External reference
10.1107/s0365110x63002449
10.1107/s0365110x63002449 · 1963 · External reference
10.1007/s10659-006-9082-0
10.1007/s10659-006-9082-0 · 2006 · External reference
10.1103/physrevlett.101.055504
10.1103/physrevlett.101.055504 · 2008 · External reference
10.1063/1.3462441
10.1063/1.3462441 · 2010 · External reference
10.1063/1.4919837
10.1063/1.4919837 · 2015 · External reference
Unresolved reference
2015 · External reference
10.1080/08927022.2014.938067
10.1080/08927022.2014.938067 · 2015 · External reference
Unresolved reference
2014 · External reference
Unresolved reference
External reference
10.1016/j.cma.2007.05.010
10.1016/j.cma.2007.05.010 · 2007 · External reference
Unresolved reference
2022 · External reference
10.1016/j.camwa.2022.07.002
10.1016/j.camwa.2022.07.002 · 2022 · External reference
Unresolved reference
2021 · External reference
10.1016/j.neucom.2025.130924
10.1016/j.neucom.2025.130924 · 2025 · External reference
Unresolved reference
2017 · External reference
