Antonia Statt

United States

Research Interests

Explore related searches

Professors in United States Professors in Polymer Science Polymer Science professors in United States

Contact this professor

Get a free first email built on one of their papers, ready for you to edit and send yourself.

Articles (15)

Year:

2024

Year:

2024

Year:

2024

Year:

2024

Year:

2023

Year:

2023

Year:

2023

Year:

2023

Year:

2023

We use machine learning to characterize aggregates of a model copolymer and then predict the morphology of unseen monomer sequences. The high-throughput screening is successful in identifying sequences that self-assemble into the target structures.

Year:

2022

Year:

2022

Year:

2021

Year:

2021

Year:

2021

Year:

2020

Collaborators (5)

Nicholas Jackson

Assistant Professor

University of Illinois at Urbana-Champaign

UNITED STATES

View details

Cecilia Leal

University of Illinois at Urbana-Champaign

UNITED STATES

View details

Kell Mortensen

Københavns Universitet

DENMARK

View details

Michael Webb

Assistant Professor

Princeton University

UNITED STATES

View details

Wesley F. Reinhart

Pennsylvania State University

UNITED STATES

View details

ApplyKite TwinLearns as you apply

Make your next move.

Prepare your application

Review drafts before you send them.

Antonia Statt

Research Interests

Explore related searches

Contact this professor

Articles (15)

Interplay of Spatial and Topological Defects in Polymer Networks

Molecular dynamics simulations of anisotropic particles accelerated by neural-net predicted interactions

Correction to “Effect of Polymer Composition and Morphology on Mechanochemical Activation in Nanostructured Triblock Copolymers”

Interpenetrated and Bridged Nanocylinders from Self-Assembled Star Block Copolymers

Introduction to Machine Learning for Molecular Simulation

Cooperative Self-Assembly of Lipid–Polymer Hybrids Stabilizing Highly Ordered Bicontinuous Cubic Phases in Air

Preferential Mechanochemical Activation of Short Chains in Bidisperse Triblock Elastomers

Effect of Polymer Composition and Morphology on Mechanochemical Activation in Nanostructured Triblock Copolymers

Influence of shape on heteroaggregation of model microplastics: a simulation study

Predicting aggregate morphology of sequence-defined macromolecules with recurrent neural networks

Computational Study of Mechanochemical Activation in Nanostructured Triblock Copolymers

Erratum: Note: Smooth torsional potentials for degenerate dihedral angles (Journal of Chemical Physics (2017) 146 (226101) DOI: 10.1063/1.4985251)

Opportunities and Challenges for Inverse Design of Nanostructures with Sequence Defined Macromolecules

Unsupervised learning of sequence-specific aggregation behavior for a model copolymer

Stability of force-driven shear flows in nonequilibrium molecular simulations with periodic boundaries

Collaborators (5)

Nicholas Jackson

Cecilia Leal

Kell Mortensen

Michael Webb

Wesley F. Reinhart

Make your next move.