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Publication date Communities Collections Article title Author(s) Journal/Conference
21 Mar 2026 SERC Institute of High Performance Computing  Understanding spatial variability in mechanical properties of laser powder-bed fusion parts under material uncertainty (Pending publish) Umesh Kizhakkinan, Jakub Mikula, Shemuel Joash Kuehsamy, Yingzhi Zeng, Kewu Bai, Robert Laskowski, Nagarajan Raghavan, Guglielmo Vastola, Yong-Wei Zhang The International Journal of Advanced Manufacturing Technology
5 Feb 2026 SERC Institute of High Performance Computing  PINEAPPLE: Physics-informed neuro-evolution algorithm for prognostic parameter inference in lithium-ion battery electrodes (Pending publish) Karkulali Pugalenthi, Jian Cheng Wong, Qizheng Yang, Pao-Hsiung Chiu, My Ha Dao, Nagarajan Raghavan, Chin Chun Ooi Journal of Energy Storage
4 Jul 2025 SERC Institute for Infocomm Research Compound Fault Diagnosis for Train Transmission Systems Using Deep Learning with Fourier-enhanced Representation Jonathan Adam Rico, Nagarajan Raghavan, Senthilnath Jayavelu 2025 IEEE International Conference on Prognostics and Health Management (ICPHM)
21 Dec 2024 SERC Institute of High Performance Computing  Fatigue and fracture of accumulative roll-bonded Cu/Nb materials: Effects of layer thickness and loading direction Fabien Briffod, Koki Yasuda, Junyu Zhu, Takayuki Shiraiwa, Mark Jhon, Fergyanto Gunawan, Rahul Sahay, Nagarajan Raghavan, Arief S. Budiman, Manabu Enoki International Journal of Fatigue
4 Apr 2024 SERC Institute of High Performance Computing  Materials Informatics Approach to Cu/Nb Nanolaminate Microstructure Correlations with Yield Strength and Electrical Conductivity Takayuki Shiraiwa, Koki Yasuda, Fabien Briffod, Mark Jhon, Fergyanto Gunawan, Rahul Sahay, Nagarajan Raghavan, Arief S. Budiman, Manabu Enoki MATERIALS TRANSACTIONS
9 Jun 2023 SERC Institute of High Performance Computing  Laser Powder Bed Fusion Additive Manufacturing of Maraging Steel: A Review Umesh Kizhakkinan, Sankaranarayanan Seetharaman, Nagarajan Raghavan, David W. Rosen Journal of Manufacturing Science and Engineering
27 Oct 2022 SERC Institute of High Performance Computing  Development of a surrogate model for high-fidelity laser powder-bed fusion using tensor train and gaussian process regression Umesh Kizhakkinan, Pham Luu Trung Duong, Robert Laskowski, Guglielmo Vastola, David W. Rosen, Nagarajan Raghavan Journal of Intelligent Manufacturing
17 May 2022 SERC Institute of High Performance Computing  Remaining Useful Life Prediction of Lithium-Ion Batteries Using Neural Networks with Adaptive Bayesian Learning Karkulali Pugalenthi, Hyunseok Park, Shaista Hussain, Nagarajan Raghavan Sensors
16 Dec 2021 SERC Institute of High Performance Computing  Predicting Lumen Degradation of Light Emitting Diodes Using Hybrid Particle Filter Trained Neural Networks Karkulali Pugalenthi, Hyunseok Park, Shaista Hussain, Nagarajan Raghavan IEEE Access
14 Dec 2021 SERC Institute of High Performance Computing  Bias Suppression Framework for Detrending Mean of Multi-Output Gaussian Process Regression in LED Remaining Storage Life Prognosis Lim Sze Li Harry, Pham Luu Trung Duong, Hyunseok Park, Nagarajan Raghavan IEEE Access