Engineering Applications

Manufacturing

• Singh, R., V. Roshan Joseph, and Melkote, S. N. (2011) “A Statistical Approach to the Optimization of a Laser-Assisted Micromachining Process”. International Journal of Advanced Manufacturing Technology, 53, 221-230.
• Ba, S., Jain, N., V. Roshan Joseph, and Singh, R. K. (2013) “Integrating Analytical Models with Finite Element Models: An Application in Micromachining”. Journal of Quality Technology, 45, 200-212.
• Plumlee, M., Jin, R., V. Roshan Joseph, and Shi, J. (2013) “Gaussian Process Modeling for Engineered Surfaces with Applications to Si Wafer Production”. Stat, 2, 159-170.
• Kumar, M., Chang, C.-J., Melkote, S. N., and V. Roshan Joseph. (2013). “Modeling and Analysis of Forces in Laser Assisted Micro Milling,” ASME Journal of Manufacturing Science and Engineering, 135, 041018.
• Gul, E., V. Roshan Joseph, Yan, H., and Melkote, S. N. (2018) “Uncertainty Quantification in Machining Simulations Using In Situ Emulator,” Journal of Quality Technology, 50, 253-261.

 

Mechanical Engineering

• Qian, Z., Seepersad, C. C., V. Roshan Joseph, Allen, J. K., and Wu, C. F. J. (2006) “Building Surrogate Models Based on Detailed and Approximate Simulations”. ASME Journal of Mechanical Design 128, 668-677.
• Krishna, A., Craig, S. R., Shi, C., and V. Roshan Joseph (2022). “Inverse Design of Acoustic Metasurfaces Using Space-Filling Points”. Applied Physics Letters, 121, 071701.

Nanotechnology

• Dasgupta, T., Ma, C., V. Roshan Joseph, Wang, Z. L., Wu, C. F. J. (2008) “Statistical Modeling and Analysis for Robust Synthesis of Nanostructures“. Journal of the American Statistical Association 103, 594-603. data
• Deng, X., V. Roshan Joseph, Mai, W., Wang, Z. L., and Wu, C. F. J. (2009) “A Statistical Approach to Quantifying Elastic Deformation of Nanomaterials”. Proceedings of the National Academy of Sciences, 106, 11845-11850.
• Song, J., Xie, H., Wu, W., V. Roshan Joseph, Wu, C. F. J., and Wang, Z. L. (2010) “Robust Optimization of the Output Voltage of Nanogenerators by Statistical Design of Experiments”. Nanoresearch 3, 613-619.
• Dasgupta, T., Weintraub, B., and V. Roshan Joseph. (2011) “A Physical-Statistical Model for Density Control of Nanowires”. IIE Transactions-Quality and Reliability Engineering, 43, 233-241.

Biomedical Engineering

• Plumlee, M., V. Roshan Joseph, and Yang, H. (2016) “Calibrating Functional Parameters in the Ion Channel Models of Cardiac Cells”. Journal of the American Statistical Association, 111, 500-509.
• Chen, J., Mak, S., V. Roshan Joseph, and Zhang, C. (2021). “Function-on-function kriging, with applications to three-dimensional printing of aortic tissues”. Technometrics, 63, 384-395.

 

Material Science and Engineering

• Fernandez-Zelaia, P., V. Roshan Joseph, Kalidindi, S. R., and Melkote, S. N. (2018), “Estimating Mechanical Properties from Spherical Indentation using Bayesian Approaches,” Materials and Design, 147, 92-105.
• Castillo, A. R., V. Roshan Joseph, and Kalidindi, S. R. (2019). “Bayesian Sequential Design of Experiments for Extraction of Single-Crystal Material Properties from Spherical Indentation Measurements on Polycrystalline Samples“. JOM: The Journal of the Minerals, Metals & Materials Society, 71, 2671-2679.
• Kamal, D., Tran, H. D., Kim, C., Wang, Y., Chen, L., Cao, Y., V. Roshan Joseph, and Ramprasad, R. (2021). “Novel High-Voltage Polymer Insulators using Computational and Data-Driven Techniques”. The Journal of Chemical Physics, 154, 174906-1-9.
• Generale, A. P., Hall, R. B., Brockman, R. A., V. Roshan Joseph, Jefferson, G., Zawada, L., Pierce, J., and Kalidindi, S. R. (2022). “Bayesian calibration of continuum damage model parameters for an oxide-oxide ceramic matrix composite using inhomogeneous experimental data“. Mechanics of Materials, 175, 104487.
• Krishna, A., Tran, H., Huang, C., Ramprasad, R., and V. Roshan Joseph. (2023). “Adaptive Exploration and Optimization of Materials Crystal Structures“. INFORMS Journal on Data Science, to appear.
• Venkataraman, A., Mohan, S., V. Roshan Joseph, McDowell, D. L., and Kalidindi, S. R. (2023). “A new framework for assessing the effect of the α-β phase boundary on crystal plasticity modeling of lamellar grains in α+β Titanium alloys”. Modelling and Simulation in Materials Science and Engineering, 31, 044001.
• Jain, A., Armstrong, C., V. Roshan Joseph, Ramprasad, R., and Qi, H. J. (2024). “Machine-Guided Discovery of Acrylate Photopolymer Compositions“. ACS Applied Materials & Interfaces, to appear.

Chemical Engineering

• Ren, Y., McGuinness, E., Huang, C., V. Roshan Joseph, Lively, R. P., Losego, M. D. (2021). “A Reaction-Diffusion Transport Model for Predicting Inorganic Precursor Uptake and Spatial Distribution in Vapor Phase Infiltration Processes”. Chemistry of Materials, 33 (13), 5210-5222.
• Huang, C., Ren, Y., McGuinness, E., Lively, R. P., Losego, M. D., and V. Roshan Joseph (2021). “Bayesian Optimization of Functional Output in Inverse Problems.” Optimization and Engineering, 22, 2553-2574. R codes.

Aerospace Engineering

• Mak, S., Sung, C.-L., Wang, X., Yeh, S.-T., Chang, Y. H., V. Roshan Joseph, Yang, V., Wu, C. F. J. (2018) “An efficient surrogate model of large eddy simulations for design evaluation and physics extraction”. Journal of the American Statistical Association, 113, 1443-1456. arXiv. (SPES Award, 2019).

 

Industrial Engineering

• Ozkaya, E., Keskinocak, P., V. Roshan Joseph, and Weight, R. (2010) “Estimating and Benchmarking Less-Than-Truckload (LTL) Market Rates”. Transportation Research-Part E, 46, 667-682.
• Ayer, T., Zhang, C., Zeng, C., White III, C. C., V. Roshan Joseph, Deck, M., Lee, K., Moroney, D., and Ozkaynak, Z. (2018). “American Red Cross Uses Analytics-Based Methods to Improve Blood-Collection Operations,” Interfaces, 48, 24-34. (Finalist of Franz Edelman Award Competition, 2017).
• Ayer, T., Zhang, C., Zeng, C., White III, C. C., V. Roshan Joseph (2019), ” Analysis and Improvement of Blood Collection Operations, ” Manufacturing & Service Operations Management, 21, 29-46. (First Prize, MSOM Practice-based Research Competition, 2017 and INFORMS Doing Good with Good OR competition, 2015).
• Barry, N., Chatzos, M., Chen, W., Han, D., Huang, C., V. Roshan Joseph, Klamkin, M., Park, S., Tanneau, M.,  Van Hentenryck, P., Wang, S., Zhang, H., Zhao, H. (2022). “Risk-Aware Control and Optimization for High-Renewable Power Grids”. arXiv.
• Zhang, H., Tanneau, M., Huang, C., V. Roshan Joseph, Wang, S., and Van Hentenryck, P. (2024). “Asset Bundling for Hierarchical Forecasting of Wind Power Generation“. Electric Power Systems Research, 235, 110771.