Statt, Antonia
- Molecular Dynamics Simulations of Anisotropic Particles Accelerated by Neural-Net Predicted Interactions
2024/02/19 by Argun, B. Rusen, Fu, Yu, Statt, Antonia · 4 citations
#FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Other Condensed Matter (cond-mat.other) #Soft Condensed Matter (cond-mat.soft)
- Predicting aggregate morphology of sequence-defined macromolecules with Recurrent Neural Networks
2022/04/09 by Debjyoti Bhattacharya, Bhattacharya, Debjyoti, Devon C. Kleeblatt +5 · 1 citation
Chemistry · Materials Science · #Advanced Polymer Synthesis and Characterization #Machine Learning in Materials Science #Polymer crystallization and properties
- Unexpected secondary flows in reverse nonequilibrium shear flow\n simulations
2018/01/01 by Antonia Statt, Statt, Antonia, Michael P. Howard +3 · 1 citation
Biochemistry, Genetics and Molecular Biology · Chemical Engineering · Engineering · Materials Science · #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Material Dynamics and Properties #Nanopore and Nanochannel Transport Studies #Protein Structure and Dynamics #Rheology and Fluid Dynamics Studies