ED-cPSD
Erosion-Dilation continous Phase-Size Distribution 
Erosion-Dilation continous Phase-Size Distribution 
High-Throughput Material Reconstruction and Characterization Software Package 
A long-term project on the characterization of the physical properties of known TPMS structures. 
Published in Minor Planet Bulletin, 2018
Lighcurve photometry analysis on minor planets, observations from October 2016 to March 2017.
Recommended citation: Ditteon, R., “Lightcurve Analysis of Minor Planets Observed at the Oakley Southern Sky Observatory: 2016 October - 2017 March”, Minor Planet Bulletin, vol. 45, no. 1, pp. 13–16, 2018.
Download Paper
Published in Mendeley Data, 2022
Dataset used for training CNNs for effective thermal conductivity prediction in 2D images.
Recommended citation: Adam, Andre; Li, Xianglin; Fang, Huazhen (2023), “2D Binary Images and Effective Thermal Conductivity CFD Results”, Mendeley Data, V2, doi: 10.17632/454dsrmdyf.2
Download Paper
Published in International Journal of Energy Research, 2022
Novel parallel implementation and studies on the efficiency and accuracy of the Yeong-Torquato algorithm for random media reconstruction.
Recommended citation: Adam A, Wang F, Li X. Efficient reconstruction and validation of heterogeneous microstructures for energy applications. Int J Energy Res. 2022; 46(15): 22757-22771. doi:10.1002/er.8578
Download Paper
Published in Energy and AI, 2024
Fast estimation of effective thermal conductivity for 2D binary structures using convolutional neural networks applied in topology optimization test cases.
Recommended citation: Andre Adam, Huazhen Fang, Xianglin Li, Effective thermal conductivity estimation using a convolutional neural network and its application in topology optimization, Energy and AI, Volume 15, 2024, 100310, ISSN 2666-5468, https://doi.org/10.1016/j.egyai.2023.100310.
Download Paper
Published in ACS Applied Materials & Interfaces, 2024
A deep dive into electrolyte saturation effects on Li–O2 battery performance.
Recommended citation: Sarabandi, A., Adam, A., & Li, X. (2024). Influence of Electrolyte Saturation on the Performance of Li–O2 Batteries. ACS Applied Materials & Interfaces, 16(45), 62902–62913. https://doi.org/10.1021/acsami.4c12168
Download Paper
Published in Mendeley Data, 2024
Dataset used for training CNNs for permeability prediction of 2D images. Trained CNN models are included.
Recommended citation: Adam, Andre; Stallard, Silven; Fang, Huazhen; Li, Xianglin (2024), “Permeability Prediction in 2D: Dataset and Trained Convolutional Neural Networks”, Mendeley Data, V1, doi: 10.17632/576dvrrsdx.1
Download Paper
Published in Batteries & Supercaps, 2025
This work uncovers how binder chemistry governs the structure, processability, and electrochemical performance of sulfide solid-state electrolytes.
Recommended citation: Li, Y., Kim, C., Wu, W., Adam, A., Hasan, F., Zawodzinski, T., Nanda, J., & Yang, G. (2025). Binder Effects on Processing, Mechanical Properties, and Performance of Thin Sulfide Solid‐State Electrolytes. Batteries & Supercaps. https://doi.org/10.1002/batt.202500192
Download Paper
Published in SoftwareX, 2025
Original Open-Source Software publication for Erosion-Dilation continuous Phase-Size Distributions (ED-cPSD)
Recommended citation: A. Adam, H. Fang, G. Yang, X. Li (2025). ED-cPSD: Fast Phase-Size Distribution Via Sequential Erosion-Dilation. SoftwareX
Download Paper
Published in Transport in Porous Media, 2025
Discussion on CNN predictions of in-plane permeability
Recommended citation: Adam, A., Stallard, S.L., Fang, H. et al. A General Framework for Predicting Permeability in Porous Structures Using Convolutional Neural Networks with Error Estimation. Transp Porous Med 152, 100 (2025). https://doi.org/10.1007/s11242-025-02239-4
Download Paper
Published in Energy Storage Materials, 2026
Systematic investigation of single-crystal versus polycrystalline Ni-rich cathodes
Recommended citation: Kim, C., Li, Y., Adam, A., Wu, W., Parker, G., Jang, I., Ahn, Y., Su, Y.-F., Meyer, H. M., III, Yu, X.-Y., Nanda, J., & Yang, G. (2026). Self-generated phosphate/oxysulfide passivation from dry-processed single-crystal NMC811 stabilizes argyrodite sulfide interfaces. Energy Storage Materials, 105009. https://doi.org/10.1016/j.ensm.2026.105009
Download Paper
Published in Computational Materials Science, 2026
Algorithmic clustering of Congruent TPMS structures by geometric properties
Recommended citation: Stallard, S., Adam, A., Yang, G., Bergman, T. L., & Li, X. (2026). Categorization of congruent TPMS by geometric features using manifold learning and clustering. Computational Materials Science, 268, 114667. https://doi.org/10.1016/j.commatsci.2026.114667
Download Paper
Published in Mendeley Data, 2026
Dataset includes a series of 3D battery electrodes reconstructed from NanoCT scans.
Recommended citation: Li, X., Adam, A. (2026, March 11). Reconstructed 3D Li-O2 Battery Electrodes [Dataset]. Digital Porous Media Portal. https://www.doi.org/10.17612/6w2a-ew85
Download Paper
Published:
Invited talk for a department-wide seminar. The talk focused on leveraging resources from the former Extreme Science and Engineering Discovery Environment (XSEDE) program, now Advanced Cyberinfrastructure Coordination Ecosystem: Services & Support (ACCESS), to maximize efficiency and impact in computational materials science research.
Published:
Talk on the microstructure-scale characterization of porous media via continuous phase-size distribution and tortuosity estimations.
Published:
Talk on characterization methods for bulk-scale optimization of all-solid-state batteries, and how the same characterizations could help drive membrane development for other battery types.
Published:
Comprehensive talk on my major contributions to digital material reconstruction, characterization, and optimization. The talk covered eight publications from my PhD. A link to the dissertation will be added once it is available online.
Part-Time Job, Rose-Hulman Institute of Technology, 2015
Tutoring and helping callers of different ages and backgrounds in mathematics and science. Callers ranged from middle school to college level mathematics and science questions.
Part-Time Job, Rose-Hulman Institute of Technology, 2017
Resided in the sophomore housing to assist students with engineering, mathematics, and science courses. Responsible for making sure the students are understanding the class material, helping them identify their problems, also analyzing their psychological state throughout the year.
Undergraduate Course, University of Kansas, 2024
Graduate teaching assistant for the undergraduate Heat Transfer course. Duties included teaching select lectures, reviewing homework material, reviewing exam material, office hours, grading homework, and grading exams.