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Jacob I Monroe

5PUBLICATIONS
9CO-AUTHORS
Economic models and forecastingAdversarial machine learningColloid and surface chemistryCurriculum and pedagogy theory and development
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Journal

Publications (5)

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|Apr 27, 2023
Leveraging uncertainty estimates and derivative information in Gaussian process regression for efficient collection and use of molecular simulation data.

Jacob I Monroe, William P Krekelberg, Austin McDannald

|Sep 08, 2022
Systematic control of collective variables learned from variational autoencoders.

Jacob I Monroe, Vincent K Shen

|May 25, 2022
Learning Efficient, Collective Monte Carlo Moves with Variational Autoencoders.

Jacob I Monroe, Vincent K Shen

|Dec 29, 2020
Affinity of small-molecule solutes to hydrophobic, hydrophilic, and chemically patterned interfaces in aqueous solution.

Jacob I Monroe, Sally Jiao, R Justin Davis

|Dec 03, 2019
Best Practices for Foundations in Molecular Simulations [Article v1.0].

Efrem Braun, Justin Gilmer, Heather B Mayes

Pageof 1

Frequent Collaborators

3 joint publications

Justin Gilmer

1 joint publications

Efrem Braun

1 joint publications

Samarjeet Prasad

1 joint publications

Daniel M Zuckerman

1 joint publications

Sally Jiao

1 joint publications

Dennis Robinson Brown

1 joint publications

M Scott Shell

1 joint publications

William P Krekelberg

1 joint publications

Austin McDannald

Frequent Collaborators

3 joint publications

Justin Gilmer

1 joint publications

Efrem Braun

1 joint publications

Samarjeet Prasad

1 joint publications

Daniel M Zuckerman

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