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Patents & Publications
Our research in artificial intelligence, machine learning, and computational materials science is published in peer-reviewed journals and protected by patents.
PATENTS
Protected Innovation
Inventions from our team in AI-driven product design, materials discovery, and energy storage.
Autonomous Platform for Product Design and Optimization Using Large Language Models and Evolutionary Algorithms
Inventors: Duy Nhat Phan, Rahul Bhowmik
Patent No. 20260320308
Search on USPTOLithium-Ion Conductor
Inventors: Rahul Bhowmik, Jitendra Kumar, Yuxing Wang
Patent No. US11557751B2
View patentMachine Learning Platform for Anti-Flammability Materials
Inventors: Duy Nhat Phan, Rahul Bhowmik, Lokendra Poudel
Patent No. 20260229317
View applicationFor patent 20260320308, enter the number in the Quick Lookup box of the USPTO Patent Public Search.
PUBLICATIONS
Peer-Reviewed Research
Selected journal articles and preprints, newest first. Polaron team members are shown in bold.
Advanced Predictive Quality Assessment for Ultrasonic Additive Manufacturing with Deep Learning Model
Lokendra Poudel, Sushant Jha, Ryan Meeker, Duy-Nhat Phan, Rahul Bhowmik
Journal of Intelligent Manufacturing, 2025
DOI 10.1007/s10845-025-02582-9Scalable Artificial Intelligence Framework for Defect Detection in Metal Additive Manufacturing
Duy Nhat Phan, Sushant Jha, James P. Mavo, Erin L. Lanigan, Linh Nguyen, Lokendra Poudel, Rahul Bhowmik
The International Journal of Advanced Manufacturing Technology, 2025
DOI 10.1007/s00170-025-17114-1A Machine Learning Platform for Polymer Flammability Prediction
Duy Nhat Phan, Alexander B. Morgan, Lokendra Poudel, Rahul Bhowmik
Polymer Degradation and Stability, 2025, 240, 111411
DOI 10.1016/j.polymdegradstab.2025.111411Deep Learning-Enhanced for Amine Emission Monitoring and Performance Analysis in Industrial Carbon Capture Plants
Lokendra Poudel, David Tincher, Duy Nhat Phan, Rahul Bhowmik
arXiv preprint, 2025
arXiv 2509.05241Interpretable Machine Learning for Materials Design
James Dean, Matthias Scheffler, Thomas A. R. Purcell, Sergey V. Barabash, Rahul Bhowmik, Timur Bazhirov
Journal of Materials Research, 2023, 38, 4477
DOI 10.1557/s43578-023-01164-wPrediction of the Specific Heat of Polymers from Experimental Data and Machine Learning Methods
Rahul Bhowmik, Sangwook Sihn, Ruth Pachter, Jonathan P. Vernon
Polymer, 2021, 220, 123558
DOI 10.1016/j.polymer.2021.123558A Review on Municipal Solid Waste-to-Energy Trends in the USA
Chandrani Mukherjee, Jacob Deney, Eric G. Mbonimpa, Jeremy M. Slagley, Rahul Bhowmik
Renewable and Sustainable Energy Reviews, 2020, 119, 109512
DOI 10.1016/j.rser.2019.109512Calculation of Specific Heat of Polymers Using Molecular Dynamics Simulations
Rahul Bhowmik, Sangwook Sihn, Vikas Varshney, Ajit K. Roy, Jonathan P. Vernon
Polymer, 2019, 167, 176
DOI 10.1016/j.polymer.2019.02.013Prediction of the Wetting Behavior of Active and Hole-Transport Layers for Printed Flexible Electronic Devices Using Molecular Dynamics Simulations
Rahul Bhowmik, Rajiv J. Berry, Michael F. Durstock, Benjamin J. Leever
ACS Applied Materials & Interfaces, 2017, 9, 19269–19277
DOI 10.1021/acsami.6b14786Molecular Modeling of Interfaces between Hole Transport and Active Layers in Flexible Organic Electronic Devices
Rahul Bhowmik, Rajiv J. Berry, Vikas Varshney, Michael F. Durstock, Benjamin J. Leever
The Journal of Physical Chemistry C, 2015, 119, 27909–27918
DOI 10.1021/acs.jpcc.5b09765Interested in Collaborating on Research?
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