Ankush Kumar Mishra

Publications

  1. AK Mishra, SH Goh, B Ganapathysubramanian, A Krishnamurthy, “Real-time 3D Reconstruction for Enhanced Cybersecurity of Additive Manufacturing Processes”, Journal of Manufacturing Processes, 2025. (DOI)

  2. AK Mishra*, N Baishnab*, O Wodo, B Ganapathysubramanian, "Identifying Representative Sub-domains in 3D Microstructures for Accelerated Structure-Property Mapping in Organic Photovoltaic", Computational Materials Science, 2024. (DOI)

  3. AK Mishra, J Mauthe, N Luke, A Amassian, B Ganapathysubramanian, "Interpretable Spectral Features Predict Conductivity in Self-Driving Doped Conjugated Polymer Labs”, (Under Review) (Preprint)

  4. AK Mishra*, X Liu*, C Hu, P Wang, "Reliability-informed End-of-use Decision Making for Product Sustainability using Two-stage Stochastic Optimization”, Applied Mathematical Modelling, 2023. (DOI)

  5. AK Mishra*, S Wong*, B Ganapathysubramanian, E Gomez, "Machine Learning Driven Analysis Yields Insight into the Processing Robustness of Organic Photovoltaics”, (Under Review)

  6. AK Mishra, B Ganapathysubramanian, P Ganesh, "Spec2Ham: Inverse design of Hamiltonian Parameters from Spectoscopy”, (Under Preparation)

  7. J Mauthe, AK Mishra, A Sarkar, B Guo, G Thapa, J Schroedl, N Luke, JS Neu, SJ Kwon, M Chauhan, T Wang, T Trapier, H Ade, D Ginger, W You, R Ghosh, B Ganapathysubramanian, A Amassian, "AI-Guided High Throughput Investigation of Conjugated Polymer Doping Reveals Importance of Tuning Undoped Polymer Order", Matter, 2026. (DOI)

  8. A Jignasu*, K Marshall*, AK Mishra, LN Rillo, B Ganapathysubramanian, A Balu, C Hegde, A Krishnamurthy, "Slice-100K: A Multimodal Dataset for Extrusion-based 3D Printing", The Thirty-Eighth Annual Conference on Neural Information Processing Systems, NeurIPS 2024. (DOI)

  9. R Tali, AK Mishra, D Lohia, J Mauthe, JS Neu, SJ Kwon, Y Olanrewaju, A Balu, G Trajcevski, F So, W You, A Amassian, B Ganapathysubramanian, "SEARS: A Lightweight FAIR Platform for Multi-lab Materials Experiments and Closed-loop Optimization", Digital Discovery, 2025. (DOI)

  10. M Saddati, AK Mishra, N Baishnab, O Wodo, B Ganapathysubramanian, "Three-Dimensional Morphology–Performance Mapping for Organic Solar Cells: a Data-Driven Framework", (Under Review)

  11. N Baishnab, AK Mishra, H Liu, O Wodo, B Ganapathysubramanian, "Feature Engineering and Surrogate Modeling for Mapping Performance from Chemistry and Microstructure in Organic Materials", (Under Preparation)

  12. T Li, J Liu, A Thelen, AK Mishra, XG Yang, Z Wang, C Hu, "Coupling a Capacity Fade Model with Machine Learning for Early Prediction of the Battery Capacity", Applied Energy, 2025. (DOI)

  13. V Muralidharan, AK Mishra, J Afful, C Hau, B Ganapathysubramanian, "A Building Energy Simulation Algorithm to Quantify Evapo-transpirative Cooling", (Under Preparation)

  14. X Liu, AK Mishra, C Hu, P Wang, "Multi-stage Product Family Design for Reliability with Remanufacturing", Annual Reliability and Maintainability Symposium (RAMS), 2023. (DOI)

  15. S Goh, AK Mishra, M Govindarasu, B Ganapathysubramanian, A Krishnamurthy, "Assessing the Cybersecurity of Connected 3D Printers Using Large Language Models (LLMs)", 53rd SME North American Manufacturing Research Conference (NAMRC), 2025. (DOI)

  16. A Tran, K Maupin, AK Mishra, Z Hu, C Hu, "Additive Gaussian Process Regression for Metamodeling in High-Dimensional Problems", International Design Engineering Technical Conferences & Computers and Information in Engineering Conference (IDETC-CIE), 2023. (DOI)

  17. AK Mishra, R Siddharth, PA Ramakrishna, "Throttling of a Fuel Rich Propellant Using Controlled Kerosene Injection", 12th International High Energy Materials Conference & Exhibit (HEMCE), 2019.

Conference & Workshop: Presentation & Poster

  1. AK Mishra, S Wong, E Gomez, B Ganapathysubramanian, “Robust Adaptive Design of Experiments: An Acquisition Function based on Graph Theory and Topological Data Analysis”, Material Research Society (MRS) Fall Meeting and Exhibit, 2024.

  2. AK Mishra, J Mauthe, A Amassian, B Ganapathysubramanian, "Enabling Self-Driving Labs via Interpretable Spectroscopic Featurization", 6th Artificial Intelligence for Materials Science (AIMS) Workshop, 2025.

  3. AK Mishra, B Ganapathysubramanian, "Generative AI Methods for Microstructure Generation” Multi University Research Initiative (MURI), 2023.

  4. SH Goh, AK Mishra, A Krishnamurthy, "Assessing the Cybersecurity of Connected 3D Printers” ASME International Mechanical Engineering Congress and Exposition, 2024.

*Equal contribution