Wesley Reinhart

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

In the News

Research Keywords

Recent Publications

Efficient material model parameter optimization in finite element analysis with differentiable physics

Al Hassanieh, S., Reinhart, W. F. & Beese, A. M., May 2025, In: Computational Materials Science. 253, 113828.

Research output: Contribution to journalArticlepeer-review

Database of Nonaqueous Proton-Conducting Materials

Cassady, H. J., Martin, E., Liu, Y., Bhattacharya, D., Rochow, M. F., Dyer, B. A., Reinhart, W. F., Cooper, V. R. & Hickner, M. A., Mar 19 2025, In: ACS Applied Materials and Interfaces. 17, 11, p. 16901-16908 8 p.

Research output: Contribution to journalArticlepeer-review

Predicting self-assembly of sequence-controlled copolymers with stochastic sequence variation

Curtis, K. A., Statt, A. & Reinhart, W. F., Feb 17 2025, In: Soft matter. 21, 11, p. 2143-2151 9 p.

Research output: Contribution to journalArticlepeer-review

Overcoming sparse datasets with multi-task learning as applied to high entropy alloys

Debnath, A. & Reinhart, W. F., Mar 31 2025, In: Machine Learning: Science and Technology. 6, 1, 015046.

Research output: Contribution to journalArticlepeer-review

Damage localization using differentiable physics and displacement-based structural identification

Farnod, B. R., Reinhart, W. F. & Napolitano, R. K., Jan 2025, In: Structures. 71, 108142.

Research output: Contribution to journalArticlepeer-review

A bio-lattice deep learning framework for modeling discrete biological materials

Kumar, M., Upadhyay, N., Barai, S., Reinhart, W. F. & Peco, C., Apr 2025, In: Journal of the Mechanical Behavior of Biomedical Materials. 164, 106900.

Research output: Contribution to journalArticlepeer-review

Predicting the Strength of Composites with Computer Vision Using Small Experimental Datasets

Lai, P. H., Gomez, E. D., Vogt, B. D. & Reinhart, W. F., Apr 7 2025, In: ACS Materials Letters. 7, 4, p. 1503-1511 9 p.

Research output: Contribution to journalArticlepeer-review

Analyzing the Impact of Formal Assessment Modalities: Comparative Study in Data Science for Engineering Education

Napolitano, R., Solnosky, R. & Reinhart, W., Jul 1 2025, In: Journal of Civil Engineering Education. 151, 3, 05025001.

Research output: Contribution to journalArticlepeer-review

Data-driven evaluation of building materials using Ground Penetrating Radar

Alam, A. N., Reinhart, W. F. & Napolitano, R. K., Oct 15 2024, In: Journal of Building Engineering. 95, 110188.

Research output: Contribution to journalArticlepeer-review

Large Language Models as Molecular Design Engines

Bhattacharya, D., Cassady, H. J., Hickner, M. A. & Reinhart, W. F., Sep 23 2024, In: Journal of Chemical Information and Modeling. 64, 18, p. 7086-7096 11 p.

Research output: Contribution to journalArticlepeer-review

Design and validation of refractory alloys using machine learning, CALPHAD, and experiments

Li, W., Raman, L., Debnath, A., Ahn, M., Lin, S., Krajewski, A. M., Shang, S., Priya, S., Reinhart, W. F., Liu, Z. K. & Beese, A. M., Jun 2024, In: International Journal of Refractory Metals and Hard Materials. 121, 106673.

Research output: Contribution to journalArticlepeer-review

Crystal growth characterization of WSe2 thin film using machine learning

Moses, I. A., Wu, C. & Reinhart, W. F., Jun 2024, In: Materials Today Advances. 22, 100483.

Research output: Contribution to journalArticlepeer-review

Quantitative analysis of MoS2 thin film micrographs with machine learning

Moses, I. A. & Reinhart, W. F., Mar 2024, In: Materials Characterization. 209, 113701.

Research output: Contribution to journalArticlepeer-review

Transfer learning for multi-material classification of transition metal dichalcogenides with atomic force microscopy

Moses, I. A. & Reinhart, W. F., Dec 1 2024, In: Machine Learning: Science and Technology. 5, 4, 045081.

Research output: Contribution to journalArticlepeer-review

Data-Driven Design Space Analysis for Multimaterial Thermoplastic Composites Manufactured by Fused Filament Fabrication

Oturak, S., McKeehan, M., Zawaski, C. & Reinhart, W. F., 2024, (Accepted/In press) In: 3D Printing and Additive Manufacturing.

Research output: Contribution to journalArticlepeer-review