Publications

Strauss, N., Oh, H., Bomarito, G.F., Leser, P.E., Hochhalter, J.D., Emery, J., Robbins, J., & Robbins, J. (2023). Mitigating Overfitting in Interpretable Machine Learning Using Bayesian Methods​ [Conference Presenation]. https://doi.org/10.2172/2430590

Oh, H., Sharat, P., Alberdi, R., Robbins, J., Wang, P., Hochhalter, J., & Hochhalter, J. (2022). Machine learning of symbolic expressions to model dispersion curves in metamaterials [Conference Presenation]. https://doi.org/10.2172/2001889

Alberdi, R., Robbins, J., Walsh, T., Dingreville, R.P.M., & Dingreville, R.P.M. (2021). Exploring wave propagation in heterogeneous metastructures using the relaxed micromorphic model. Journal of the Mechanics and Physics of Solids, 155. https://doi.org/10.1016/j.jmps.2021.104540

Robbins, J., Valentin, M.A., Alberdi, R., Clark, B.W., Jared, B.H., Jensen, S.C., Johnson, K.L., Viertel, R., & Viertel, R. (2021). Optimization-based Design for Manufacturing. https://doi.org/10.2172/1828110

Robbins, J. (2021). Topology Optimization with a Manufacturability Objective. https://doi.org/10.2172/1825357

Robbins, J., Valentin, M.A., & Valentin, M.A. (2021). Algorithms Developed and Implemented in the Plato Software for Optimization-based Design for Manufacturing. https://doi.org/10.2172/1854747

Robbins, J., Alberdi, R., Clark, B.W., & Clark, B.W. (2021). Concurrent Shape and Topology Optimization. https://doi.org/10.2172/1822279

Boyce, B.L., Garland, A., White, B., Jared, B.H., Conway, K., Adstedt, K., Dingreville, R.P.M., Robbins, J., Walsh, T., Alvis, T., Branch, B.A., Kaehr, B., Kunka, C., Leathe, N.S., & Leathe, N.S. (2021). Multimode Metastructures: Novel Hybrid 3D Lattice Topologies. https://doi.org/10.2172/1819411

Valentin, M.A., Clark, B.W., Johnson, K.L., Robbins, J., Viertel, R., & Viertel, R. (2021). Optimization-based design for additive manufacturing [Conference Presenation]. https://doi.org/10.2172/1870271

Alberdi, R., Dingreville, R.P.M., Robbins, J., Walsh, T., White, B., Jared, B.H., Boyce, B.L., & Boyce, B.L. (2020). Multi-morphology lattices lead to improved plastic energy absorption. Materials and Design, 194(C). https://doi.org/10.1016/j.matdes.2020.108883

Jared, B.H., Damm, D., Stacy, S.C., Saiz, D.J., Moore, D., Epstein, C., Boyce, B.L., Jensen, S.C., McCarthy, R., Alberdi, R., Heiden, M.J., Robbins, J., Ruggles, T., Branch, B.A., & Branch, B.A. (2020). Lattice Structures for Dynamic Impact Environments [Conference Poster]. https://www.osti.gov/biblio/1882497

Robbins, J. (2020). Inverting the design process with shape and topology optimization [Presentation]. https://www.osti.gov/biblio/1798065

Robbins, J. (2020). Albany and Plato Engine: Multi-objective optimization using MPMD [Presentation]. https://www.osti.gov/biblio/1764802

Robbins, J. (2020). Optimization-based design for manufacturing [Presentation]. https://www.osti.gov/biblio/1760996

Valentin, M.A., Clark, B.W., Robbins, J., Viertel, R., & Viertel, R. (2019). PLATO: Optimization-Based Design Ecosystem [Presentation]. https://www.osti.gov/biblio/1646245

Valentin, M.A., Clark, B.W., Jared, B.H., Johnson, K.L., Robbins, J., Russ, J.B., & Russ, J.B. (2019). Optimization-based design for manufacturing [Conference Poster]. https://www.osti.gov/biblio/1641916

Valentin, M.A., Clark, B.W., Viertel, R., Robbins, J., & Robbins, J. (2019). Optimization-based design: A Forward-looking Perspective [Conference Poster]. https://www.osti.gov/biblio/1641514

Alberdi, R., Dingreville, R.P.M., Robbins, J., Walsh, T., & Walsh, T. (2019). Nonlinear Topology Optimization with Microstructural Effects: A Micromorphic Approach [Conference Poster]. https://www.osti.gov/biblio/1640799

Robbins, J. (2019). Optimization-based design for manufacturing [Conference Poster]. https://www.osti.gov/biblio/1639455

Valentin, M.A., Robbins, J., Viertel, R., Clark, B.W., & Clark, B.W. (2019). PLATO Training Course [Conference Poster]. https://www.osti.gov/biblio/1639358

Robbins, J. (2018). Optimization-based design for AM using Plato Engine [Conference Poster]. https://www.osti.gov/biblio/1592640

Robbins, J. (2018). Topology Optimization for Nonlinear Transient Applications Using a Minimally Invasive Approach (LDRD Final Report). https://doi.org/10.2172/1475253

Robbins, J. (2018). Leveraging GPUs and the Multiple-Program Multiple-Data (MPMD) Computing Model to Enable Material-Aware Topology Optimization [Conference Poster]. https://www.osti.gov/biblio/1806726

Ibanez-Granados, D.A., Hansen, G., Voth, T.E., Love, E., Overfelt, J.R., Roberts, N.V., Mota, A., Robbins, J., Valentin, M.A., & Valentin, M.A. (2018). Alexa: Fast Shock Hydrodynamics on GPUs [Presentation]. https://www.osti.gov/biblio/1529750

Robbins, J. (2018). Material-aware Topology Optimization [Conference Poster]. https://www.osti.gov/biblio/1501992