- "Contrast Transfer Functions Help Quantify Neural Network Out-Of-Distribution Generalization in HRTEM"
Microscopy and Microanalysis
Rangel DaCosta, L.; Scott, M.C.
- "Strategies for effective transfer learning for HRTEM analysis with neural networks"
Elemental Microscopy
Rangel DaCosta, L.; Oill, H.; Scott, M.
- "Size-resolved shape evolution in inorganic nanocrystals captured via high-throughput deep learning-driven statistical characterization"
ACS nano
Cho, M.G.; Sytwu, K.; Rangel DaCosta, L.; Groschner, C.; Oh, M.H.; Scott, M.C.
- "A robust synthetic data generation framework for machine learning in high-resolution transmission electron microscopy (HRTEM)"
npj Computational Materials
Rangel DaCosta, L.; Sytwu, K.; Groschner, C.K.; Scott, M.C.
- "Generalization across experimental parameters in neural network analysis of high-resolution transmission electron microscopy datasets"
Microscopy and Microanalysis
Sytwu, K.; Rangel DaCosta, L.; Scott, M.C.
- "Prismatic 2.0--Simulation software for scanning and high resolution transmission electron microscopy (STEM and HRTEM)"
Micron
Rangel DaCosta, L.; Brown, H.G.; Pelz, P.M.; Rakowski, A.; Barber, N.; O’Donovan, P.; McBean, P.; Jones, L.; Ciston, J.; Scott, M.; Ophus, C.
- "A fast algorithm for scanning transmission electron microscopy imaging and 4D-STEM diffraction simulations"
Microscopy and Microanalysis
Pelz, P.M.; Rakowski, A.; Rangel DaCosta, L.; Savitzky, B.H.; Scott, M.C.; Ophus, C.
- "py4DSTEM: A software package for four-dimensional scanning transmission electron microscopy data analysis"
Microscopy and Microanalysis
Savitzky, B.H.; Zeltmann, S.E.; Hughes, L.A.; Brown, H.G.; Zhao, S.; Pelz, P.M.; Pekin, T.C.; Barnard, E.S.; Donohue, J.; Rangel DaCosta, L.; Kennedy, E.; Xie, Y.; Janish, M.T.; Schneider, M.M.; Herring, P.; Gopal, C.; Anapolsky, A.; Dhall, R.; Bustillo, K.C.; Ercius, P.; Scott, M.C.; Ciston, J.; Minor, A.M.; Ophus, C.
- "Multibeam electron diffraction"
Microscopy and Microanalysis
Hong, X.; Zeltmann, S.E.; Savitzky, B.H.; Rangel DaCosta, L.; Müller, A.; Minor, A.M.; Bustillo, K.C.; Ophus, C.
- "Tilted fluctuation electron microscopy"
Applied Physics Letters
Kennedy, E.; Reynolds, N.; Rangel DaCosta, L.; Hellman, F.; Ophus, C.; Scott, M.
- "Composition dependence of metallic glass plasticity and its prediction from anelastic relaxation--A shear transformation zone analysis"
Acta Materialia
Lei, T.; Rangel DaCosta, L.; Liu, M.; Shen, J.; Sun, Y.; Wang, W.; Atzmon, M.
- "Atomic resolution convergent beam electron diffraction analysis using convolutional neural networks"
Ultramicroscopy
Zhang, C.; Feng, J.; Rangel DaCosta, L.; Voyles, P.M.
- "Shear transformation zone analysis of anelastic relaxation of a metallic glass reveals distinct properties of α and β relaxations"
Physical Review E
Lei, T.; Rangel DaCosta, L.; Liu, M.; Wang, W.; Sun, Y.; Greer, A.; Atzmon, M.
- "Microscopic characterization of structural relaxation and cryogenic rejuvenation in metallic glasses"
Acta Materialia
Lei, T.; Rangel DaCosta, L.; Liu, M.; Wang, W.; Sun, Y.; Greer, A.; Atzmon, M.