Publications

1. S. Chakraverty, Arup Kumar Sahoo, D. Mohapatra (2025); Artificial Neural Networks and Type-2 Fuzzy Set: Elements of Soft Computing and Its Applications, eISBN: 9780443328954, Elsevier Publication, DOI: 10.1016/C2023-0-52592-3. [Link, PDF]

2. S. Chakraverty, D. Mohapatra, Arup Kumar Sahoo, (2026); Artificial Intelligence Modeling for Dynamical Problems, Elsevier Publication (In Press)

3. P. Kumar, Arup Kumar Sahoo (2026); Applied and Computational Mathematics: Applications in Finance and Data Science, Springer Publication (In Press)

1. Arup Kumar Sahoo, S.K. Sahoo, S. Chakraverty (2026), AI-Guided Ocean Wave Prediction Device, Application No.: 476085-001

1. Arup Kumar Sahoo, S.K. Sahoo, S. Chakraverty (2025), CL-PINN: A Physics-informed Neural Networks Framework for Equatorial Tsunami Wave Propagation in Geophysical Ocean, IEEE Access, 13(2025), 149174-149186, ISSN: 2169-3536, DOI: 10.1109/ACCESS.2025.3602179. [Link, PDF]

2. Arup Kumar Sahoo, S. Kumar, S. Chakraverty (2025), Physics-informed Neural Network for Vibration Analysis of Large Membranes, Journal of Nonlinear, Complex and Data Science, 25 (7-8): 505-521, ISSN: 2752-2334, DOI: 10.1515/jncds-2024-0081. [Link, PDF]

3. Arup Kumar Sahoo, S. Kumar, S. Chakraverty (2024), An Unsupervised Scientific Machine Learning Algorithm for Approximating Displacement of Object in Mass-Spring-Damper Systems, IEEE Access, 12(2024), 147753-147761, ISSN: 2169-3536, DOI: 10.1109/ACCESS.2024.3475548. [Link, PDF]

4. Arup Kumar Sahoo, S. Chakraverty (2024), An Unsupervised Wavelet Neural Network Model for Approximating the Solutions of Non-linear Nervous Stomach Model Governed by Tension, Food and Medicine, Computer Methods in Biomechanics and Biomedical Engineering, 27(11), 1538-1551, ISSN: 2168-1163, DOI: 10.1080/10255842.2023.2248332. [Link, PDF]

5. Arup Kumar Sahoo, S. Chakraverty (2022), A Novel Approach to Simulate Lane-Emden and Emden-Fowler Equations using Curriculum Learning-Based Unsupervised Symplectic Artificial Neural Network, East Asian Journal on Applied Mathematics, 13(2), 276-298, ISSN: 2079-7370, DOI: 10.4208/eajam.2022-115.300922. [Link, PDF]

6. Arup Kumar Sahoo, S. Chakraverty (2022), Machine intelligence in dynamical systems: \A state-of-art review, Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 12(1), e1461, eISSN: 1942-4795, DOI: 10.1002/widm.1461. [Link, PDF]

7. A. Bhanja, D. Parhi, D. Gajendra, K. Sinha, Arup Kumar Sahoo (2025), Driver Drowsiness Shield (DDSH): A Real-time Driver Drowsiness Detection System, ROBOMECH Journal, 12 (18), ISSN: 2197-4225,  DOI: 10.1186/s40648-025-00307-4. [Link, PDF]

8. Arup Kumar Sahoo, S. Chakraverty (2024), A Neural Network Approach for the Solution of Van der Pol-Mathieu-Duffing Oscillator Model, Evolutionary Intelligence, 17(3), 1425–1435, ISSN: 1864-5909, DOI: 10.1007/s12065-023-00835-1. [Link, PDF]

9. S. Kumar, Arup Kumar Sahoo, S. Chakraverty (2023), Physics-Informed Machine Learning Framework for Approximating the Modified Degasperis-Procesi Equation, International Conference on Ambient Intelligence, Knowledge Informatics and Industrial Electronics (AIKIIE), IEEE, 2023, DOI: 10.1109/AIKIIE60097.2023.10389876. [Link, PDF]

10. Arup Kumar Sahoo, S. Chakraverty (2023), Modeling of Mexican Hat Wavelet Neural Network with L-BFGS Algorithm for Simulating the Recycling Procedure of Waste Plastic in Ocean, Journal of Engineering Management and Systems Engineering, 2(1), 6175, DOI: 10.56578/jemse020104. [Link, PDF]

1. Arup Kumar Sahoo, S. Chakraverty (2024), Unsupervised Artificial Neural Network Model for Solving Fractional Differential Equations, Computational and Modeling for Fractional Order Systems, Elsevier, Amsterdam, Netherlands, 213-226, ISBN: 978-0-443-15404-1 DOI: 10.1016/B978-0-44-315404-1.00018-7. [Link, PDF]

2. Arup Kumar Sahoo, S. Chakraverty (2023), Curriculum Learning-Based Approach to Design an Unsupervised Neural Model for Solving Emden-Fowler Type Equations of Third-Order, Mathematical Methods in Dynamical Systems, CRC Press, Boca Raton, USA, 355-374, eISBN: 9781003328032, DOI:10.1201/9781003328032-14. [Link, PDF]

3. S. Kumar, Arup Kumar Sahoo, S. Chakraverty (2022), Comparative study of Chebyshev and Legendre Polynomial-based Neural Models for Approximating Multidimensional Poverty for an Indian State, Polynomial Paradigms: Trends and Applications in Science and Engineering, IOP, Bristol, 13-1 to 13-14, eISBN: 978-0-7503-5067-9, DOI: 10.1088/978-0-7503-5067-9ch13. [Link, PDF]

4. Arup Kumar Sahoo, S. Chakraverty (2021), Multilayer Unsupervised Symplectic Artificial Neural Network Model for Solving Duffing and Van der Pol-Duffing Oscillator Equations Arising in Engineering Problems, Modeling and Computation in Vibration Problems, Volume 2, IOP, Bristol, 3-1 to 3-13, ISBN: 978-0-7503-3485-3, DOI: 10.1088/978-0-7503-3487-7ch3. [Link, PDF]

5. Arup Kumar Sahoo, S. Chakraverty (2021), Curriculum Learning-Based Artificial Neural Network Model for Solving Differential Equations, Soft Computing in Interdisciplinary Sciences, Springer, Singapore, 129-145, ISBN: 978-981-16-4713-0, DOI: 10.1007/978-981-16-4713-0. [Link, PDF]

1. M. Sahoo, Arup Kumar Sahoo, and S. Chakraverty (2024), G-KdVNet: ANN-ADM Surrogate for Geophysical KdV Equation, https://doi.org/10.48550/arXiv.2601.04408

2. Arup Kumar Sahoo, I. Klein (2025), MoRPI-PINN: A Physics-Informed Framework for Mobile Robot Pure Inertial Navigation, https://doi.org/10.48550/arXiv.2507.18206. 

3. S. Saini, R. Vats, and Arup Kumar Sahoo (2026), A-PINN: Auxiliary Physics-informed Neural Networks for Structural Vibration Analysis in Continuous Euler-Bernoulli Beam, https://arxiv.org/abs/2601.00866. 

4. Arup Kumar Sahoo, I. Klein (2026), PiDR: Physics-Informed Inertial Dead Reckoning for Autonomous Platforms.  http://arxiv.org/abs/2601.03040