Publications

Academic research papers and publications across machine learning and material science

Computer Science & Machine Learning Publications

PIPENet: A Semantic Segmentation Approach to Pipeline Component Detection from Magnetic Flux Leakage Readings

Behbahanian, A., R. Lundstrom, A Belanger, P Dalfonso, R Coleman. (2023)

International Conference on Machine Learning and Applications (ICMLA).

Semantic Segmentation Pipeline Detection Magnetic Flux Leakage ICMLA 2023
An interpretable boosting-based predictive model for transformation temperatures of shape memory alloys

Zadeh, S. H., Behbahanian, A. (Co-First Author), Broucek, J., Fan, M., Vazquez, G., Noroozi, M., ... & Arroyave, R. (2023)

Computational Materials Science, 226, 112225.

Boosting Models Shape Memory Alloys Interpretable ML Material Properties DOI

Other Publications

Effect of ionizing radiation on thermal and mechanical properties of filled-epoxy adhesives

Cutler, R. A., Hui, C., Knudson, L., Behbahanian, A., Beatty, S., Risbud, S., ... & Prebys, E. (2023)

International Journal of Adhesion and Adhesives, 127, 103496.

Ionizing Radiation Epoxy Adhesives Thermal Properties Mechanical Properties
Characterization of temperature-induced randomness in the dynamics of vibration

Behbahanian, A., Roberts, N., & Larkin, J. (2022)

APS March Meeting Abstracts (Vol. 2022, pp. A12-007).

Temperature Effects Vibrational Dynamics Randomness APS March Meeting
Phonon wave-packet simulations using the quantized definition of energy and a temperature-dependent phonon dispersion relation and phonon density of states

Behbahanian, A., & Roberts, N. A. (2021)

Physical Review E, 103(4), 043311.

Phonon Dynamics Wave-Packet Simulations Temperature Dependence Physical Review E DOI
Characteristic of the Dynamics of Disorder in Crystalline and Amorphous Materials

Behbahanian, A. (2021)

Doctoral dissertation, Utah State University.

Ph.D. Dissertation Disorder Dynamics Crystalline Materials Amorphous Materials Link
Thermal Conductivity Measurement of Supported Thin Film Materials Using the 3-omega method

Zhang, D., Behbahanian, A., & Roberts, N. A. (2020)

arXiv preprint arXiv:2007.00087.

Thermal Conductivity Thin Films 3-omega Method arXiv
Large Area Substrate-Based Nanofabrication of Controllable and Customizable Gold Nanoparticles Via Capped Dewetting

Behbahanian, A., & Roberts, N. A. (2019)

JoVE (Journal of Visualized Experiments), (144), e58827.

Nanofabrication Gold Nanoparticles Capped Dewetting JoVE Link
The effect of different thickness alumina capping layers on the final morphology of dewet thin Ni films

White, B. C., Behbahanian, A., Stoker, T. M., Fowlkes, J. D., Hartnett, C., Rack, P. D., & Roberts, N. A. (2018)

Applied Physics A, 124, 1-7.

Alumina Capping Nickel Films Dewetting Applied Physics A