DDSim: A hierarchical, probabilistic, multiscale damage and durability simulation system – Part I: Methodology and Level I
Emery, J.M., Hochhalter, J.D., Wawrzynek, P.A., Heber, G., Ingraffea, A.R.
Published in Engineering fracture mechanics (01.07.2009)
Published in Engineering fracture mechanics (01.07.2009)
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Journal Article
Conference Proceeding
Automated learning of interpretable models with quantified uncertainty
Bomarito, G.F., Leser, P.E., Strauss, N.C.M., Garbrecht, K.M., Hochhalter, J.D.
Published in Computer methods in applied mechanics and engineering (01.01.2023)
Published in Computer methods in applied mechanics and engineering (01.01.2023)
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Journal Article
Development of interpretable, data-driven plasticity models with symbolic regression
Bomarito, G.F., Townsend, T.S., Stewart, K.M., Esham, K.V., Emery, J.M., Hochhalter, J.D.
Published in Computers & structures (01.08.2021)
Published in Computers & structures (01.08.2021)
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Journal Article
A method to generate conformal finite-element meshes from 3D measurements of microstructurally small fatigue-crack propagation
Spear, A. D., Hochhalter, J. D., Cerrone, A. R., Li, S. F., Lind, J. F., Suter, R. M., Ingraffea, A. R.
Published in Fatigue & fracture of engineering materials & structures (01.06.2016)
Published in Fatigue & fracture of engineering materials & structures (01.06.2016)
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Journal Article
Embedded Ni-Ti particles for the detection of fatigue crack growth in AA7050
Leser, W P, Newman, J A, Hochhalter, J D, Gupta, V K, Yuan, F G
Published in Fatigue & fracture of engineering materials & structures (01.06.2016)
Published in Fatigue & fracture of engineering materials & structures (01.06.2016)
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Journal Article
A geometric approach to modeling microstructurally small fatigue crack formation: II. Physically based modeling of microstructure-dependent slip localization and actuation of the crack nucleation mechanism in AA 7075-T651
Hochhalter, J D, Littlewood, D J, Christ, R J, Veilleux, M G, Bozek, J E, Ingraffea, A R, Maniatty, A M
Published in Modelling and simulation in materials science and engineering (01.06.2010)
Published in Modelling and simulation in materials science and engineering (01.06.2010)
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Journal Article
A geometric approach to modeling microstructurally small fatigue crack formation: III. Development of a semi-empirical model for nucleation
Hochhalter, J D, Littlewood, D J, Veilleux, M G, Bozek, J E, Maniatty, A M, Rollett, A D, Ingraffea, A R
Published in Modelling and simulation in materials science and engineering (01.04.2011)
Published in Modelling and simulation in materials science and engineering (01.04.2011)
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Journal Article
Predicting failure of the Second Sandia Fracture Challenge geometry with a real-world, time constrained, over-the-counter methodology
Cerrone, A. R., Nonn, A., Hochhalter, J. D., Bomarito, G. F., Warner, J. E., Carter, B. J., Warner, D. H., Ingraffea, A. R.
Published in International journal of fracture (01.03.2016)
Published in International journal of fracture (01.03.2016)
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Journal Article
A geometric approach to modeling microstructurally small fatigue crack formation: I. Probabilistic simulation of constituent particle cracking in AA 7075-T651
Bozek, J E, Hochhalter, J D, Veilleux, M G, Liu, M, Heber, G, Sintay, S D, Rollett, A D, Littlewood, D J, Maniatty, A M, Weiland, H, Christ, R J, Payne, J, Welsh, G, Harlow, D G, Wawrzynek, P A, Ingraffea, A R
Published in Modelling and simulation in materials science and engineering (01.09.2008)
Published in Modelling and simulation in materials science and engineering (01.09.2008)
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Journal Article
Automated Learning of Interpretable Models with Quantified Uncertainty
Bomarito, G F, Leser, P E, Strauss, N C M, Garbrecht, K M, Hochhalter, J D
Published in arXiv.org (12.04.2022)
Published in arXiv.org (12.04.2022)
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Paper
Journal Article
Increasing accuracy and precision of digital image correlation through pattern optimization
Bomarito, G.F., Hochhalter, J.D., Ruggles, T.J., Cannon, A.H.
Published in Optics and lasers in engineering (01.04.2017)
Published in Optics and lasers in engineering (01.04.2017)
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Journal Article
SRBench++: Principled Benchmarking of Symbolic Regression With Domain-Expert Interpretation
de Franca, F. O., Virgolin, M., Kommenda, M., Majumder, M. S., Cranmer, M., Espada, G., Ingelse, L., Fonseca, A., Landajuela, M., Petersen, B., Glatt, R., Mundhenk, N., Lee, C. S., Hochhalter, J. D., Randall, D. L., Kamienny, P., Zhang, H., Dick, G., Simon, A., Burlacu, B., Kasak, Jaan, Machado, Meera, Wilstrup, Casper, Cavaz, W. G. La
Published in IEEE transactions on evolutionary computation (03.07.2024)
Published in IEEE transactions on evolutionary computation (03.07.2024)
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Journal Article
The Sandia Fracture Challenge: blind round robin predictions of ductile tearing
Boyce, B. L., Kramer, S. L. B., Fang, H. E., Cordova, T. E., Neilsen, M. K., Dion, K., Kaczmarowski, A. K., Karasz, E., Xue, L., Gross, A. J., Ghahremaninezhad, A., Ravi-Chandar, K., Lin, S.-P., Chi, S.-W., Chen, J. S., Yreux, E., Rüter, M., Qian, D., Zhou, Z., Bhamare, S., O’Connor, D. T., Tang, S., Elkhodary, K. I., Zhao, J., Hochhalter, J. D., Cerrone, A. R., Ingraffea, A. R., Wawrzynek, P. A., Carter, B. J., Emery, J. M., Veilleux, M. G., Yang, P., Gan, Y., Zhang, X., Chen, Z., Madenci, E., Kilic, B., Zhang, T., Fang, E., Liu, P., Lua, J., Nahshon, K., Miraglia, M., Cruce, J., DeFrese, R., Moyer, E. T., Brinckmann, S., Quinkert, L., Pack, K., Luo, M., Wierzbicki, T.
Published in International journal of fracture (01.03.2014)
Published in International journal of fracture (01.03.2014)
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Journal Article
A method to generate conformal finite-element meshes from 3D measurements of microstructurally small fatigue-crack propagation: 3D Meshes of Microstructurally Small Crack Growth
Spear, A. D., Hochhalter, J. D., Cerrone, A. R., Li, S. F., Lind, J. F., Suter, R. M., Ingraffea, A. R.
Published in Fatigue & fracture of engineering materials & structures (27.04.2016)
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Published in Fatigue & fracture of engineering materials & structures (27.04.2016)
Journal Article
A geometric approach to modeling microstructurally small fatigue crack formation: II. Physically based modeling of microstructure-dependent slip localization and actuation of the crack nucleation mechanism in AA 7075-T651 FEATURED ARTICLE
Hochhalter, J D, Littlewood, D J, Christ, R J, Veilleux, M G, Bozek, J E, Ingraffea, A R, Maniatty, A M
Published in Modelling and simulation in materials science and engineering (01.06.2010)
Published in Modelling and simulation in materials science and engineering (01.06.2010)
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Journal Article
Interpretable Symbolic Regression for Data Science: Analysis of the 2022 Competition
de Franca, F. O, Virgolin, M, Kommenda, M, Majumder, M. S, Cranmer, M, Espada, G, Ingelse, L, Fonseca, A, Landajuela, M, Petersen, B, Glatt, R, Mundhenk, N, Lee, C. S, Hochhalter, J. D, Randall, D. L, Kamienny, P, Zhang, H, Dick, G, Simon, A, Burlacu, B, Kasak, Jaan, Machado, Meera, Wilstrup, Casper, La Cava, W. G
Year of Publication 03.04.2023
Year of Publication 03.04.2023
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