Wesley Reinhart

Affiliate Researcher
Titles and Affiliations
Assistant Professor in Materials Science and Engineering, Materials Science and Engineering

In the News

Research Keywords

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Recent Publications

Comparing forward and inverse design paradigms: A case study on refractory high-entropy alloys

Debnath, A., Raman, L., Li, W., Krajewski, A. M., Ahn, M., Lin, S., Shang, S., Beese, A. M., Liu, Z. K. & Reinhart, W. F., Sep 14 2023, In: Journal of Materials Research. 38, 17, p. 4107-4117 11 p.

Research output: Contribution to journalArticlepeer-review

Investigating representation schemes for surrogate modeling of High Entropy Alloys

Debnath, A. & Reinhart, W. F., Oct 25 2023, In: Computational Materials Science. 230, 112460.

Research output: Contribution to journalArticlepeer-review

Displacement-based structural identification using differentiable physics

Rahnamay Farnod, B., Reinhart, W. F. & Napolitano, R. K., Oct 15 2023, In: Engineering Structures. 293, 116632.

Research output: Contribution to journalArticlepeer-review

WIP: Enhancing Workforce Development of Data Science Skills within Domain-Specific Programs

Solnosky, R. L., Napolitano, R. & Reinhart, W. F., Jun 25 2023, In: ASEE Annual Conference and Exposition, Conference Proceedings.

Research output: Contribution to journalConference articlepeer-review

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

Bhattacharya, D., Kleeblatt, D. C., Statt, A. & Reinhart, W. F., Jun 15 2022, In: Soft matter. 18, 27, p. 5037-5051 15 p.

Research output: Contribution to journalArticlepeer-review

T -operator limits on optical communication: Metaoptics, computation, and input-output transformations

Molesky, S., Chao, P., Mohajan, J., Reinhart, W., Chi, H. & Rodriguez, A. W., Mar 2022, In: Physical Review Research. 4, 1, 013020.

Research output: Contribution to journalArticlepeer-review

Crack detection in images of masonry using cnns

Hallee, M. J., Napolitano, R. K., Reinhart, W. F. & Glisic, B., Jul 2 2021, In: Sensors. 21, 14, 4929.

Research output: Contribution to journalArticlepeer-review

Smart cities built with smart materials

Napolitano, R., Reinhart, W. & Gevaudan, J. P., Mar 19 2021, In: Science. 371, 6535, p. 1200-1201 2 p.

Research output: Contribution to journalReview articlepeer-review

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

Reinhart, W. F. & Statt, A., Sep 24 2021, In: Accounts of Materials Research. 2, 9, p. 697-700 4 p.

Research output: Contribution to journalComment/debatepeer-review

Unsupervised learning of atomic environments from simple features

Reinhart, W. F., Aug 2021, In: Computational Materials Science. 196, 110511.

Research output: Contribution to journalArticlepeer-review

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

Statt, A., Kleeblatt, D. C. & Reinhart, W. F., Sep 7 2021, In: Soft matter. 17, 33, p. 7697-7707 11 p.

Research output: Contribution to journalArticlepeer-review

Directed assembly of photonic crystals through simple substrate patterning

Reinhart, W. F. & Panagiotopoulos, A. Z., Jan 7 2019, In: Journal of Chemical Physics. 150, 1, 014503.

Research output: Contribution to journalArticlepeer-review

Erratum: “Evaporation-induced assembly of colloidal crystals” (Journal of Chemical Physics (2018) 149 (0949010) DOI: 10.1063/1.5043401)

Howard, M. P., Reinhart, W. F., Sanyal, T., Shell, M. S., Nikoubashman, A. & Panagiotopoulos, A. Z., Nov 28 2018, In: Journal of Chemical Physics. 149, 20, 209902.

Research output: Contribution to journalComment/debatepeer-review

Evaporation-induced assembly of colloidal crystals

Howard, M. P., Reinhart, W. F., Sanyal, T., Shell, M. S., Nikoubashman, A. & Panagiotopoulos, A. Z., Sep 7 2018, In: Journal of Chemical Physics. 149, 9, 094901.

Research output: Contribution to journalArticlepeer-review

Automated crystal characterization with a fast neighborhood graph analysis method

Reinhart, W. F. & Panagiotopoulos, A. Z., 2018, In: Soft matter. 14, 29, p. 6083-6089 7 p.

Research output: Contribution to journalArticlepeer-review