Publications
Journal Articles
- J. A. Hernandez, C. Maynard, D. Gonzalez, C. O'Brien, J. Garcia, B. Newell, and T. N. Tallman, 2025, "Electrically Enhanced Manufacturing of CNF-Modified TPU via a Wet-Mixing Process," under review.
- J. A. Hernandez, F. Semperlotti, H. Zhu, and T. N. Tallman, 2025, "Inverse Quantification of Dynamic Strains and Damping Parameters via Piezoresistive Inversion in Self-Sensing Materials," under review.
- S. M. Ghazzawi and T. N. Tallman, 2025, "Radial Strain-Induced Resistivity Variations in Fiber-Reinforced Nanocomposites: A Concentric Cylindrical Analytical Model," under review.
- T. N. Tallman, 2025, "Full-Field Mechanics Imaging by Direct Inversion of Electrical Data," Proceedings of the Royal Society A: Mathematical, Physical, and Engineering Sciences, 481, 20240752.
- S. Paulson, J. A. Hernandez, T. N. Tallman, and W. Chen, 2025, "Crater Formation in a Glass Fiber-Reinforced Epoxy Composite Subject to High Velocity, Small Mass Impact," Journal of Composite Materials, 59, 2545-2557.
- T. N. Tallman, D. Smyl, L. Homa, and J. Wertz, 2025, "The Effect of Different Regularization Approaches on Damage Imaging via Electrical Impedance Tomography," Journal of Nondestructive Evaluation, 44, 41.
- D. Smyl, L. Homa, C. Flournoy, T. N. Tallman, S. Hamilton, and J. Wertz, 2025, "Physics Informed Neural Networks for Electrical Impedance Tomography," Neural Networks, 188, 107410.
- J. Arora and T. N. Tallman, 2024, "Synergistic Carbon Nanotube + Carbon-Coated Iron Nanoparticle Polymer Composites: Electrical, Magnetic, and Mechanical Properties," Composites Part A: Applied Science and Manufacturing, 187, 108439.
- T. N. Tallman, L. Homa, T. Lesthaeghe, N. Schehl, M. Flores, and J. Wertz, 2024, "Detection of Indentation Damage in Carbon Fiber/Epoxy Composites via EIT During the Application of Bending Loads," NDT & E International, 147, 103206. Invited contribution to special issue.
- J. Wertz, C. Flournoy, L. Homa, and T. N. Tallman, 2024, "Validation of a Multilayer Perceptron for Rapid, Direct Solution of the Electrical Impedance Tomography Inverse Problem," MRS Communications, 14, 976-982. Invited contribution to special issue.
- H. Hassan, W. A. Crossley, and T. N. Tallman, 2024, "Hybrid Optimization Schemes for Solving the Piezoresistive Inversion Problem in Self-Sensing Materials," Smart Materials and Structures, 33, 065033.
- L. Keiderling, J. Rosendorf, C. E. Owens, K. M. Varadarajan, A. J. Hart, J. H. Schwab, T. N. Tallman, and H. Ghaednia, 2023, "Comparing Machine Learning Algorithms for Non-Invasive Detection and Classification of Failure in Piezoresistive Bone Cement via Electrical Impedance Tomography," Review of Scientific Instruments, 94, 124103.
- S. M. Ghazzawi and T. N. Tallman, 2023, "Deformation-Dependent Electrical Resistivity of Fiber-Reinforced Nanocomposites: A Concentric Cylindrical Model Approach," Composites Science and Technology, 243, 110251.
- T. N. Tallman, S. Frueh, C. Lin, M. Cherry, J. Wertz, Z. Apostolov, and L. Rueschhoff, 2023, "The Electrical Response of Refractory Carbon/Carbon Composites to High-Temperature Ablation: A Pathway to Embedded Sensing in Extreme Environments," Composites Part B: Engineering, 264, 110922.
- T. N. Tallman, L. Homa, M. Flores, and J. Wertz, 2023, "Damage Mapping via Electrical Impedance Tomography in Complex AM Shapes Using Mixed Smoothness and Bayesian Regularization," Computer Methods in Applied Mechanics and Engineering, 414, 116185.
- L. Homa, M. Sannamani, A. J. Thomas, T. N. Tallman, and J. Wertz, 2023, "Enhanced Damage Imaging in Three-Dimensional Composite Structures via Electrical Impedance Tomography with Mixed and Level Set Regularization," NDT & E International, 137, 102830.
- H. Hassan and T. N. Tallman, 2023, "Precise Damage Shaping in Self-Sensing Composites Using Electrical Impedance Tomography and Genetic Algorithms," Structural Health Monitoring, 22, 372-387.
- R. Jain, N. Kedir, H. Hassan, W. Chen, and T. N. Tallman, 2023, "Detection and Localization of Pulsed Laser Ablation via Conductivity Changes in Self-Sensing Composites," Journal of Intelligent Material Systems and Structures, 34, 879-890.
- J. Gao, N. Kedir, J. A. Hernandez, F. Zhou, J. T. Tsai, T. N. Tallman, M. B. G. Jun, and W. Chen, 2022, "Dynamic Failure of Composite Strips Under Reverse Ballistic Impact," International Journal of Mechanical Sciences, 234, 107700.
- J. A. Hernandez, C. Maynard, D. Gonzalez, M. Viz, C. O'Brien, J. Garcia, B. Newell, and T. N. Tallman, 2022, "The Development and Characterization of Carbon Nanofiber/Polylactic Acid Filament for Additively Manufactured Piezoresistive Sensors," Additive Manufacturing, 58, 102948.
- M. Sannamani, J. Gao, W. Chen, and T. N. Tallman, 2022, "Damage Detection in Non-Planar Carbon Fiber-Reinforced Polymer Laminates via Electrical Impedance Tomography with Surface-Mounted Electrodes and Directional Sensitivity Matrices," Composites Science and Technology, 224, 109429.
- L. Chen, H. Hassan, T. N. Tallman, S. S. Huang, and D. Smyl, 2022, "Predicting Strain and Stress Fields in Self-Sensing Nanocomposites Using Deep Learned Electrical Tomography," Smart Materials and Structures, 31, 045024.
- J. Gao, N. Kedir, J. A. Hernandez, J. Gao, T. Horn, G. Kim, K. Fezzaa, T. N. Tallman, G. Palmese, R. Sterkenburg, and W. Chen, 2022, "Dynamic Fracture of Glass Fiber-Reinforced Ductile Polymer Matrix Composites and Loading Rate Effect," Composites Part B: Engineering, 235, 109754.
- A. Gallet, S. Rigby, T. N. Tallman, X. Kong, I. Hajirasouliha, A. Liew, D. Liu, L. Chen, A. Hauptmann, and D. Smyl, 2022, "Structural Engineering From an Inverse Problems Perspective," Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, 478, 20210526.
- N. Kedir, J. A. Hernandez, B. H. Lim, J. Gao, X. Zhai, Y. Nie, M. N. Issahaq, T. N. Tallman, and W. Chen, 2021, "Effect of Laser Irradiation Time on the Surface Characteristics of a Carbon Fiber Composite," Journal of Laser Applications, 33, 042034.
- I. T. Karnik and T. N. Tallman, 2021, "An Experimental Study on the Effect of Fatigue Loading on Electrical Impedance in Open-Hole Carbon Nanofiber-Modified Glass Fiber/Epoxy Composites," Composite Structures, 276, 114463.
- A. J. Fairbanks, T. D. Crawford, J. A. Hernandez, J. D. Mateja, X. Zhu, T. N. Tallman, and A. L. Garner, 2021, "Electromagnetic Properties of Multiphase Composites Containing Barium Strontium Titanate and Nickel Zinc Ferrite Inclusions From 1-4 GHz," Composites Science and Technology, 211, 108826.
- J. Gao, N. Kedir, C. Kirk, J. A. Hernandez, J. Wang, S. Paulson, X. Zhai, T. Horn, G. Kim, K. Fezzaa, F. De Carlo, P. D. Shevchenko, T. N. Tallman, R. Sterkenburg, and W. Chen, 2021, "High-Speed Synchrotron X-Ray Phase Contrast Imaging for Evaluation of Microscale Damage Mechanisms and Fracture Toughness of Cross-Ply GFRCs," Composites Science and Technology, 210, 108814.
- J. Gao, Z. Guo, J. A. Hernandez, F. Zhou, Y. Nie, J. Gao, B. H. Lim, N. Kedir, X. Zhai, J. Wang, J. T. Tsai, F. De Carlo, P. D. Shevchenko, T. N. Tallman, M. B. G. Jun, G. R. Palmese, and W. Chen, 2021, "Transverse Impact by RCCs on S-Glass and Kevlar® FRC Strips," Composites Part A: Applied Science and Manufacturing, 146, 106425.
- A. J. Fairbanks, T. D. Crawford, J. A. Hernandez, J. D. Mateja, X. Zhu, T. N. Tallman, and A. L. Garner, 2021, "Electromagnetic Measurements of Composites Containing Barium Strontium Titanate or Nickel Zinc Ferrite Inclusions From 1-4 GHz," Composites Science and Technology, 210, 108798.
- T. D. Crawford, A. J. Fairbanks, J. A. Hernandez, T. N. Tallman, and A. L. Garner, 2021, "Nonlinear Permeability Measurements for Nickel Zinc Ferrite and Nickel Zinc Ferrite/Barium Strontium Titanate Composites From 1-4 GHz," IEEE Transactions on Magnetics, 57, 6100810.
- D. Smyl, T. N. Tallman, D. Liu, and A. Hauptmann, 2021, "An Efficient Quasi-Newton Method for Nonlinear Inverse Problems via Learned Singular Values," IEEE Signal Processing Letters, 28, 748-752.
- D. Smyl, T. N. Tallman, J. A. Black, A. Hauptmann, and D. Liu, 2021, "Learning and Correcting non-Gaussian Model Errors," Journal of Computational Physics, 432, 110152.
- J. Gao, N. Kedir, C. Kirk, J. A. Hernandez, J. Wang, S. Paulson, X. Zhai, T. Horn, G. Kim, J. Gao, K. Fezzaa, F. De Carlo, P. D. Shevchenko, T. N. Tallman, R. Sterkenburg, G. R. Palmese, and W. Chen, 2021, "Real-Time Damage Characterization for GFRCs Using High-Speed Synchrotron X-Ray Phase Contrast Imaging," Composites Part B: Engineering, 207, 108565.
- J. Gao, C. Kirk, N. Kedir, S. Paulson, J. A. Hernandez, J. Gao, X. Zhai, J. Wang, T. Horn, G. Kim, F. De Carlo, P. D. Shevchenko, T. N. Tallman, G. R. Palmese, R. Sterkenburg, and W. Chen, 2021, "A Method for Characterization of Multiple Dynamic Constitutive Parameters of FRCs," Composites Science and Technology, 203, 108607.
- G. M. Koo and T. N. Tallman, 2021, "Frequency-Dependent Alternating Current Piezoresistive Switching Behavior in Self-Sensing Carbon Nanofiber Composites," Carbon, 173, 384-394.
- L. Zhao, T. N. Tallman, and G. Lin, 2021, "Spatial Damage Characterization in Self-Sensing Materials via Neural Network-Aided Electrical Impedance Tomography: A Computational Study," ES Materials & Manufacturing, 12, 78-88.
- H. Hassan and T. N. Tallman, 2020, "A Comparison of Metaheuristic Algorithms for Solving the Piezoresistive Inverse Problem in Self-Sensing Materials," IEEE Sensors Journal, 21, 659-666.
- T. N. Tallman and D. Smyl, 2020, "Structural Health and Condition Monitoring via Electrical Impedance Tomography in Self-Sensing Materials: A Review," Smart Materials and Structures, 29, 123001.
- J. A. Hernandez, N. Kedir, B. H. Lim, W. Chen, and T. N. Tallman, 2020, "An Experimental Study on the Piezoresistive and Mechanical Behavior of Carbon Nanocomposites Subject to High-Rate Elastic Loading," Composites Science and Technology, 198, 108285.
- H. Ghaednia, C. E. Owens, R. Roberts, T. N. Tallman, A. J. Hart, and K. M. Varadarajan, 2020, "Interfacial Load Monitoring and Failure Detection in Total Joint Replacements via Piezoresistive Bone Cement and Electrical Impedance Tomography," Smart Materials and Structures, 29, 085039.
- G. M. Koo and T. N. Tallman, 2020, "Higher-Order Resistivity-Strain Relations for Self-Sensing Nanocomposites Subject to General Deformations," Composites Part B: Engineering, 190, 107907.
- T. N. Tallman and H. Hassan, 2020, "A Computational Exploration of the Effect of Alignment and Aspect Ratio on Alternating Current Conductivity in Carbon Nanofiber-Modified Epoxy," Journal of Intelligent Material Systems and Structures, 31, 756-770.
- T. N. Tallman, 2020, "The Effect of Thermal Loading on Negative Permittivity in Carbon Nanofiber/Silicone Metacomposites," Materials Today Communications, 22, 100843.
- H. Hassan and T. N. Tallman, 2020, "Failure Prediction in Self-Sensing Nanocomposites via Genetic Algorithm-Enabled Piezoresistive Inversion," Structural Health Monitoring, 19, 765-780. ASME SMASIS Best Journal Paper in Active and Multifunctional Materials and Best Journal Paper in Structural Health Monitoring (Runner Up).
- A. J. Thomas, J. J. Kim, T. N. Tallman, and C. E. Bakis, 2019, "Damage Detection in Self-Sensing Composite Tubes via Electrical Impedance Tomography," Composites Part B: Engineering, 177, 107276.
- T. N. Tallman and H. Hassan, 2019, "A Network-Centric Perspective on the Microscale Mechanisms of Complex Impedance in Carbon Nanofiber-Modified Epoxy," Composites Science and Technology, 181, 107669.
- H. Hassan, F. Semperlotti, K. W. Wang, and T. N. Tallman, 2018, "Enhanced Imaging of Piezoresistive Nanocomposites through the Incorporation of Non-Local Conductivity Changes in Electrical Impedance Tomography," Journal of Intelligent Material Systems and Structures, 29, 1850-1861.
- T. N. Tallman and J. A. Hernandez, 2017, "The Effect of Error and Regularization Norms on Strain and Damage Identification via Electrical Impedance Tomography in Piezoresistive Nanocomposites," NDT & E International, 91, 156-163.
- T. N. Tallman, S. Gungor, G. M. Koo, and C. E. Bakis, 2017, "On the Inverse Determination of Displacements, Strains, and Stresses in a Carbon Nanofiber/Polyurethane Nanocomposite From Conductivity Data Obtained via Electrical Impedance Tomography," Journal of Intelligent Material Systems and Structures, 28, 2617-2629. ASME SMASIS Best Journal Paper in Mechanics and Materials.
- T. N. Tallman and K. W. Wang, 2016, "An Inverse Methodology for Calculating Strains From Conductivity Changes in Piezoresistive Nanocomposites," Smart Materials and Structures, 25, 115046.
- T. N. Tallman and K. W. Wang, 2016, "Damage and Strain Identification in Multifunctional Materials via Electrical Impedance Tomography with Constrained Sine Wave Solutions," Structural Health Monitoring, 15, 235-244.
- T. N. Tallman, S. Gungor, K. W. Wang, and C. E. Bakis, 2015, "Tactile Imaging and Distributed Strain Sensing in Highly Flexible Carbon Nanofiber/Polyurethane Nanocomposites," Carbon, 95, 485-493.
- T. N. Tallman, F. Semperlotti, and K. W. Wang, 2015, "Enhanced Delamination Detection in Multifunctional Composites through Nanofiller Tailoring," Journal of Intelligent Material Systems and Structures, 26, 2565-2576.
- T. N. Tallman, S. Gungor, K. W. Wang, and C. E. Bakis, 2015, "Damage Detection via Electrical Impedance Tomography in Glass Fiber/Epoxy Laminates with Carbon Black Filler," Structural Health Monitoring, 14, 100-109.
- T. N. Tallman and K. W. Wang, 2014, "The Influence of Nanofiller Alignment on Transverse Percolation and Conductivity," Nanotechnology, 26, 025501.
- T. N. Tallman, S. Gungor, K. W. Wang, and C. E. Bakis, 2014, "Damage Detection and Conductivity Evolution in Carbon Nanofiber Epoxy via Electrical Impedance Tomography," Smart Materials and Structures, 23, 045034.
- T. Tallman and K. W. Wang, 2013, "An Arbitrary Strains Carbon Nanotube Composite Piezoresistivity Model for Finite Element Integration," Applied Physics Letters, 102, 011909.
Special and Theme Issues as Guest Editor
- D. Smyl, A. Hauptmann, and T. N. Tallman, 2025, "Frontiers of Applied Inverse Problems in Science and Engineering," Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences.
- D. Smyl, A. Hauptmann, and T. N. Tallman, 2024, "Special Issue on Inverse Problems in Civil, Mechanical and Aerospace Engineering," Inverse Problems.
Conference Proceedings
- T. N. Tallman, L. Homa, M. Flores, and J. Wertz, 2025, "Damage Detection in a Complex Truss Structure via EIT With Mixed Regularization," Proceedings of ASME Aerospace Structures, Structural Dynamics, and Materials Conference, Houston, TX.
- T. N. Tallman, 2025, "A Direct Solution to the Self-Sensing Inverse Problem Via the Primal-Dual Interior Point Method," Proceedings of ASME Aerospace Structures, Structural Dynamics, and Materials Conference, Houston, TX.
- A. L. Nguyen and T. N. Tallman, 2025, "Improving the Self-Sensing Inverse Problem Displacement Field Recovery via Sensor Data Fusion," Proceedings of SPIE Smart Structures/NDE, Vancouver, Canada.
- L. Homa, T. N. Tallman, N. Schehl, T. Lesthaeghe, M. Flores, and J. Wertz, 2025, "Detection of Damage in the Presence of Multi-Modal Loading from EIT Data Using a Source Separation Algorithm," Proceedings of AIAA SciTech 2025 Forum, Orlando, FL.
- D. Moreno-Rueda, C. Maynard, J. A. Hernandez, T. N. Tallman, J. Garcia, and B. Newell, 2023, "3D Printed Flexible Gripper With Capacitance Sensing," Proceedings of ASME Smart Materials, Adaptive Structures, and Intelligent Systems, Austin, TX.
- J. L. Meier, S. A. Turnbull, J. A. Hernandez, C. Maynard, D. Rodriguez, B. Newell, and T. N. Tallman, 2023, "Embedded Sensing and Localization of Pressure in Silicone Skin Using Sensors Printed From CNF/TPU Filament," Proceedings of ASME Smart Materials, Adaptive Structures, and Intelligent Systems, Austin, TX.
- S. M. Ghazzawi and T. N. Tallman, 2023, "An Analytical Model for the Transverse Piezoresistive Response of Fiber-Reinforced Nano-Modified Polymers via an Electrical Concentric Cylinders Assemblage Approach," Proceedings of ASME Smart Materials, Adaptive Structures, and Intelligent Systems, Austin, TX.
- J. A. Hernanez, C. Maynard, C. O'Brien, D. Rodriguez, B. Newell, and T. N. Tallman, 2023, "Finite Strain Sensing via Additively Manufactured CNF/TPU Strain Gauges," Proceedings of ASME Smart Materials, Adaptive Structures, and Intelligent Systems, Austin, TX.
- T. N. Tallman, 2023, "Electrical Impedance Tomography for Embedded Sensing and Nondestructive Evaluation: A Perspective for Advancement," Proceedings of the 31st ASNT Research Symposium, Columbus, OH.
- L. Homa, M. Sannamani, A. J. Thomas, T. N. Tallman, and J. Wertz, 2023, "Mixed Regularization for Damage Localization Using Electrical Impedance Tomography in Three Dimensional Composite Materials," Proceedings of the 31st ASNT Research Symposium, Columbus, OH.
- L. Homa, M. Sannamani, A. J. Thomas, T. N. Tallman, and J. Wertz, 2023, "Mixed Regularization for Damage Mapping in Three-Dimensional Self-Sensing Composites via EIT," Proceedings of SPIE Smart Structures/NDE, Long Beach, CA.
- J. Arora and T. N. Tallman, 2023, "On the Electro-Magnetic Properties of Combined Carbon Nanotube and Carbon-Coated Iron Nanoparticle-Modified Polymer Composites," Proceedings of SPIE Smart Structures/NDE, Long Beach, CA.
- J. Wertz, T. N. Tallman, M. Cherry, R. Haney, and L. Groo, 2022, "Design and Testing of an Additively Manufactured Self-Sensing Composite Material," Proceedings of the American Society for Composites 37th Technical Conference, Tucson, AZ.
- D. Rodriguez, C. Maynard, J. A. Hernanez, C. O'Brien, T. N. Tallman, B. Newell, and J. Garcia, 2022, "3D Printed Flexible Dielectric Electroactive Polymer Sensors," Proceedings of ASME Smart Materials, Adaptive Structures, and Intelligent Systems, Dearborn, MI.
- S. M. Ghazzawi and T. N. Tallman, 2022, "On the Development of a Concentric Cylinder Model for the Deformation-Dependent Electrical Resistivity of Fiber-Reinforced Composites," Proceedings of ASME Smart Materials, Adaptive Structures, and Intelligent Systems, Dearborn, MI.
- G. M. Koo, S. Ghazzawi, and T. N. Tallman, 2022, "The Effect of Inter-Filler Transport on AC Piezoresistivity in CNF-Modified Epoxy Nanocomposites," Proceedings of SPIE Smart Structures/NDE, Long Beach, CA.
- J. A. Hernandez, H. Zhu, F. Semperlotti, and T. N. Tallman, 2022, "Electrode Spacing-Induced Signal Filtering for Transient Piezoresistivity," Proceedings of SPIE Smart Structures/NDE, Long Beach, CA.
- Y. Wen and T. N. Tallman, 2022, "Baseline-Free Damage Detection in Self-Sensing Composites via Frequency-Difference EIT," Proceedings of SPIE Smart Structures/NDE, Long Beach, CA.
- R. Jain, N. Kedir, H. Hassan, W. Chen, and T. N. Tallman, 2021, "Electrical Self-Sensing of Pulsed Laser Ablation in Nanofiller-Modified Composites," Proceedings of ASME Smart Materials, Adaptive Structures, and Intelligent Systems, digital forum.
- C. Maynard, J. A. Hernandez, D. Gonzalez, M. Viz, C. O'Brien, T. N. Tallman, J. Garcia, and B. Newell, 2021, "Functionalized Thermoplastic Polyurethane for FDM Printing of Piezoresistive Sensors," Proceedings of ASME Smart Materials, Adaptive Structures, and Intelligent Systems, digital forum.
- M. Sannamani and T. N. Tallman, 2021, "The Effect of Sensitivity Matrix Formulation on Damage Detection in Carbon Fiber Composites with Surface-Mounted Electrodes via Electrical Impedance Tomography," Proceedings of ASME Smart Materials, Adaptive Structures, and Intelligent Systems, digital forum.
- J. A. Hernandez, H. Zhu, F. Semperlotti, and T. N. Tallman, 2021, "The Transient Response of Piezoresistive CNF-Modified Epoxy Rods to One-Dimensional Wave Packet Excitation," Proceedings of ASME Smart Materials, Adaptive Structures, and Intelligent Systems, digital forum.
- J. C. Major and T. N. Tallman, 2021, "Student Paper: The Current State of Pedagogy on Nondestructive Methods in Engineering Education," Proceedings of ASEE Virtual Annual Conference, digital forum.
- J. A. Hernandez, C. M. Maynard, D. Gonzalez, M. Viz, J. Garcia, B. Newell, and T. N. Tallman, 2021, "On the Performance of Additively Manufactured CNF/PLA Piezoresistive Strain Sensors," Proceedings of SPIE Smart Structures/NDE, digital forum.
- H. Hassan and T. N. Tallman, 2021, "Inverse Determination of Delamination Shape and Size in Self-Sensing Composites Using Electrical Impedance Tomography and Genetic Algorithms," Proceedings of SPIE Smart Structures/NDE, digital forum.
- H. Ghaednia, C. E. Owens, L. E. Keiderling, A. J. Hart, K. M. Varadarajan, J. Schwab, and T. N. Tallman, 2021, "Characterization of Interfacial Failure in Cemented Total Joint Replacements via Self-Sensing Bone Cement, Electrical Impedance Tomography, and Machine Learning," Proceedings of SPIE Smart Structures/NDE, digital forum.
- J. Gao, N. Kedir, C. Kirk, J. A. Hernandez, X. Zhai, J. Wang, T. N. Tallman, K. Fezzaa, and W. Chen, 2020, "Real-Time Visualization of Damage Progression Inside GFRP Composites via High-Speed X-Ray PCI Technique," Proceedings of the Society for Experimental Mechanics 14th International Congress, Albuquerque, NM.
- J. Gao, N. Kedir, C. D. Kirk, J. A. Hernandez, J. Wang, X. Zhai, T. Horn, G. Kim, K. Fezzaa, F. De Carlo, P. Shevchenko, T. N. Tallman, R. Sterkenburg, and W. Chen, 2020, "In-Situ Observation of Dynamic Damage Evolution Inside GFRCs Through High-Speed X-Ray PCI," Proceedings of the American Society for Composites 35th Technical Conference, Hoboken, NJ.
- J. A. Hernandez and T. N. Tallman, 2020, "The Piezoresistive Response of CNF/Epoxy to One-Dimensional Strain Wave Excitation via Remote Loading," Proceedings of ASME Smart Materials, Adaptive Structures, and Intelligent Systems, digital forum.
- C. M. Maynard, J. A. Hernandez, A. Doak, B. Mardikis, M. Viz, B. Newell, J. Garcia, and T. N. Tallman, 2020, "A Computational Study of Strain Sensing via 3D-Printed CNF-Modified PLA Strain Gauges," Proceedings of ASME Smart Materials, Adaptive Structures, and Intelligent Systems, digital forum.
- I. T. Karnik and T. N. Tallman, 2020, "The Effect of Fatigue Loading on Electrical Impedance in Open-Hole Carbon Nanofiber-Modified Glass Fiber/Epoxy Composites," Proceedings of ASME Smart Materials, Adaptive Structures, and Intelligent Systems, digital forum.
- G. M. Koo and T. N. Tallman, 2020, "An Experimental Exploration of Deformation-Dependent AC Conductivity in Carbon Nanofiber-Modified Epoxy," Proceedings of SPIE Smart Structures/NDE, digital forum.
- H. Hassan and T. N. Tallman, 2020, "Damage Sizing in Self-Sensing Materials Using a Genetic Algorithm-Supplemented Electrical Impedance Tomography Formulation," Proceedings of SPIE Smart Structures/NDE, digital forum.
- N. Kidambi, V. Agarwal, T. N. Tallman, and K. W. Wang, 2020, "In-Situ Tunable Auxeticity in Pressurized Soft Mechanical Metamaterials," Proceedings of SPIE Smart Structures/NDE, digital forum.
- C. Maynard, J. A. Hernandez, D. Gonzalez, T. N. Tallman, J. Garcia, and B. Newell, 2020, "The Effect of Extrusion Temperature and Cycles on Electrical Resistivity in Carbon Nanofiber-Modified PLA Filament for Multi-Functional Additive Manufacturing," Proceedings of SPIE Smart Structures/NDE, digital forum.
- J. Gao, Z. Guo, Y. Nie, J. A. Hernandez, B. H. Lim, N. Kedir, T. N. Tallman, and W. Chen, 2019, "Transverse Impact on a Single Layer S-Glass/SC15 Epoxy Composite Strip," Proceedings of the American Society for Composites 34th Technical Conference, Atlanta, GA.
- A. J. Thomas and T. N. Tallman, 2019, "Damage Detection via Electrical Impedance Tomography in a Filament Wound Glass Fiber/Epoxy Composite Tube with Carbon Black Filler," Proceedings of the 12th International Workshop on Structural Health Monitoring, Stanford, CA.
- H. Hassan and T. N. Tallman, 2019, "Experimental Identification of Stress Concentrations in Piezoresistive Nanocomposites via Electrical Impedance Tomography," Proceedings of SPIE Smart Structures/NDE, Denver, CO.
- J. A. Hernandez and T. N. Tallman, 2019, "On the Transient Piezoresistive Response of Impacted Nanofiber-Modified Epoxy," Proceedings of SPIE Smart Structures/NDE, Denver, CO.
- T. N. Tallman, 2019, "A Microscale Percolation Model for Nanocomposite Complex Impedance," Proceedings of SPIE Smart Structures/NDE, Denver, CO.
- T. N. Tallman, 2018, "Damage Detection in Nanofiller-Modified Composites with External Circuitry via Resonant Frequency Shifts," Proceedings of ASME Smart Materials, Adaptive Structures, and Intelligent Systems, San Antonio, TX.
- G. M. Koo and T. N. Tallman, 2018, "On the Development of Tensorial Deformation-Resistivity Constitutive Relations in Conductive Nanofiller-Modified Composites," Proceedings of ASME Smart Materials, Adaptive Structures, and Intelligent Systems, San Antonio, TX.
- H. Hassan and T. N. Tallman, 2018, "Predicting Failure From Conductivity Changes in Piezoresistive Nanocomposites," Proceedings of SPIE Smart Structures/NDE, Denver, CO.
- T. N. Tallman, 2017, "On the Effect of Electrical Impedance Tomography Error and Regularization Norms for Damage Identification in Piezoresistive Composites," Proceedings of the American Society for Composites 32nd Technical Conference, West Lafayette, IN.
- T. N. Tallman, 2017, "Inverse Calculation of Displacements in CNF/PU From EIT-Imaged Conductivity Changes," Proceedings of the 11th International Workshop on Structural Health Monitoring, Stanford, CA.
- T. N. Tallman, 2016, "Strain Estimation From Conductivity Changes in Piezoresistive Nanocomposites," Proceedings of ASME Smart Materials, Adaptive Structures, and Intelligent Systems, Stowe, VT.
- T. N. Tallman, 2016, "Electrical Resistance Tomography with Constrained Sine-Wave Solutions for Impact Damage Identification in Glass Fiber/Epoxy/Carbon Black Laminate Composites," Proceedings of SPIE Smart Structures/NDE, Las Vegas, NV.
- T. N. Tallman and K. W. Wang, 2015, "Impact Damage Identification in Glass Fiber/Epoxy Laminates with Carbon Black Filler via Electrical Impedance Tomography," Proceedings of the 10th International Workshop on Structural Health Monitoring, Stanford, CA.
- T. N. Tallman and K. W. Wang, 2015, "The Influence of Filler Volume Fraction on Sensitivity to Distributed Strain in Carbon Nanofiber/Polyurethane Nanocomposites," Proceedings of the 25th Canadian Congress of Applied Mechanics, London, ON.
- T. N. Tallman and K. W. Wang, 2014, "Damage Sensitivity and Multiple Damage Detection in Glass Fiber/Epoxy Laminates with Carbon Black Filler via Electrical Impedance Tomography," Proceedings of ASME Smart Materials, Adaptive Structures, and Intelligent Systems, Newport, RI.
- T. Tallman, F. Semperlotti, and K. W. Wang, 2013, "Enhanced Damage Detection in Conductive Polymer-based Composites through Piezoresistive Coupling," Proceedings of the American Society for Composites 28th Technical Conference, State College, PA.
- T. Tallman and K. W. Wang, 2013, "Analytically Modeling the Piezoresistivity of CNT Composites with Low Filler Aggregation," Proceedings of SPIE Smart Structures/NDE, San Diego, CA.
- T. Tallman, F. Semperlotti, and K. W. Wang, 2012, "Enhanced Health Monitoring of Fibrous Composites with Aligned Carbon Nanotube Networks and Electrical Impedance Tomography," Proceedings of SPIE Smart Structures/NDE, San Diego, CA.
- D. Villa, T. Tallman, and J. Smith, 2011, "Challenges in Structural Analysis for Deformed Nuclear Reactivity Assessments," Proceedings of Nuclear and Emerging Technology for Space, American Nuclear Society, Albuquerque, NM.
Abstracts
- H. Ghaednia, C. E. Owens, T. N. Tallman, A. J. Hart, and K. M. Varadarajan, 2020, "Non-invasive Diagnosis of Aseptic Loosening via Piezoresistive Bone Cement and Electrical Impedance Tomography," Orthopaedic Research Society Annual Meeting, Phoenix, AZ.
- H. Ghaednia, C. E. Owens, T. N. Tallman, A. J. Hart, and K. M. Varadarjan, 2019, "Non-invasive Diagnosis of Joint Replacement Implant Failure via Electrical Impedance Tomography," International Society for Technology in Arthroplasty, Toronto, CA.
- T. N. Tallman, A. J. Hart, and K. M. Varadarajan, 2019, "Non-invasive Diagnosis of Aseptic Implant Loosening via Electrical Impedance Tomography," Orthopaedic Research Society Annual Meeting, Austin, TX. ORS Best Podium Presentation Award in Implants.
Theses
- K. De La Trinidad, 2025, "Damage Detection of a Three-Dimensional, Non-Planar Carbon Fiber Composite Structure via Electrical Impedance Tomography," MS Thesis, Purdue University, School of Aeronautics and Astronautics.
- A. Nguyen, 2025, "Computational Studies on the Self-Sensing Inverse Problem Enhanced with Sensor Data Fusion," MS Thesis, Purdue University, School of Aeronautics and Astronautics.
- S. Ghazzawi, 2024, "Macroscale Modeling of the Piezoresistive Effect in Nanofiller-Modified Fiber-Reinforced Composites," PhD Thesis, Purdue University, School of Aeronautics and Astronautics.
- J. Arora, 2023, "The Electro-Magnetic Properties of Combined Carbon Nanotube and Carbon-Coated Iron Nanoparticles-Modified Polymer Composites," MS Thesis, Purdue University, School of Aeronautics and Astronautics.
- J. A. Hernandez, 2023, "Utilizing Embedded Sensing for the Development of Piezoresistive Elastodynamics," PhD Thesis, Purdue University, School of Aeronautics and Astronautics.
- Y. Wen, 2022, "The Effect of Artificial Damages on Electrical Impedance in Carbon Nanofiber-Modified Glass Fiber/Epoxy Composites and the Development of fdEIT," MS Thesis, Purdue University, School of Aeronautics and Astronautics.
- M. Sannamani, 2021, "The Role of Sensitivity Matrix Formulation on Damage Detection via EIT in Non-Planar CFRP Laminates with Surface-Mounted Electrodes," MS Thesis, Purdue University, School of Aeronautics and Astronautics.
- H. Hassan, 2021, "On the Use of Metaheuristic Algorithms for Solving Conductivity-to-Mechanics Inverse Problems in Structural Health Monitoring of Self-Sensing Composites," PhD Thesis, Purdue University, School of Aeronautics and Astronautics.
- R. Jain, 2021, "Intrinsic Self-Sensing of Pulsed Laser Ablation in Carbon Nanofiber-Modified Glass Fiber/Epoxy Laminates," MS Thesis, Purdue University, School of Aeronautics and Astronautics.
- G. M. Koo, 2020, "On the Development of Macroscale Modeling Strategies for AC/DC Transport-Deformation Coupling in Self-Sensing Piezoresistive Materials," PhD Thesis, Purdue University, School of Aeronautics and Astronautics.
- I. T. Karnik, 2020, "The Effect of Fatigue Loading on Electrical Impedance in Open-Hole Carbon Nanofiber-Modified Glass Fiber/Epoxy Composites," MS Thesis, Purdue University, School of Aeronautics and Astronautics.
- A. J. Thomas, 2019, "Structural Health Monitoring of Filament Wound Glass Fiber/Epoxy Composites with Carbon Black Filler via Electrical Impedance Tomography," MS Thesis, Purdue University, School of Aeronautics and Astronautics.
- T. N. Tallman, 2015, "Conductivity-Based Nanocomposite Structural Health Monitoring via Electrical Impedance Tomography," PhD Thesis, University of Michigan, Department of Mechanical Engineering.