Home
About
Publications
Codes
Links

Publications

Journal

  1. S. Brahmachary*, S. M. Joshi*, A. Panda, K. Koneripalli, A. K. Sagotra, H. Patel, A. Sharma, A. D. Jagtap, K. Kalyanaraman, Large Language Model-Based Evolutionary Optimizer: Reasoning with elitism, (arXiv preprint), 2024, Under Review (*joint first author).

  2. S. M. Joshi, M. Kazolea and M. Ricchiuto, Parameter Sensitivity for Wave- Breaking Closures in Boussinesq-Type Models, Water Waves, Vol. 4, pp. 491-515, Springer-Nature, 2022 (link).

  3. Subodh M. Joshi, Thivin Anandh, Bhanu Teja & Sashikumaar Ganesan, On the Choice of Hyper-parameters of Artificial Neural Networks for Stabilized Finite Element Schemes, In Press, International Journal of Advances in Engineering Sciences and Applied Mathematics, Springer, 2021

  4. M. Sreekumar, S. M. Joshi, Tom V. Mathew & Avijit Chatterjee, A multi-class first order traffic flow model to explain disordered behaviour of vehicles, Accepted for publication, Transportmetrica B: Transport Dynamics, Taylor and Francis, 2021.

  5. Joshi S. M. & Chatterjee A. A-posteriori diffusion analysis of numerical schemes for application to propagating linear waves. Numerical Methods for Partial Differential Equations, Vol. 37, pp. 2109–2131, 2021. (Link)

  6. A. Chatterjee & S. Joshi , A p-variable higher-order finite volume time domain method for electromagnetic scattering, Progress In Electromagnetics Research M, Vol.64, pp.147–156, 2018.(link)

  7. M. Sreekumar, S. M. Joshi, Avijit Chatterjee & Tom V. Mathew, Analyses and implications of higher order finite volume methods on first-order macroscopic traffic flow models, Transportation Letters, Vol.11, Issue 10, 2019 (Published online 2018). (DOI: 10.1080/19427867.2017.1419843)

  8. Joshi S. M. & Chatterjee A., Higher-order multilevel framework for ADER scheme in computational aeroacoustics, Journal of Computational Physics, Vol.338, pp.388-404, 2017 (link)

Conference

  1. S. M. Joshi*, Kaushik Koneripalli*, Divyanshu Vyas and Kaushic Kalyanaraman, SimGraph: A Scalable Physics-Informed Graph Neural Network-Based Smart Proxy for Reservoir Simulation Workflows, 1st Workshop on AI for Scientific and General Purpose Computing (AI-SPC), 32st IEEE International Conference on High Performance Computing, Data, & Analytics (HiPC), Bangalore (accepted for presentation, *joint first authors)

  2. T. Nikolaienko, H. Patel, A. Panda, S. Joshi, S. Jaso, K. Kalyanaraman, Leveraging Physics-informed Neural Networks for Faster and More Accurate Simulation of Gas-to-liquid Operations and Design, ADIPEC 2024 (accepted for presentation).

  3. S. M. Joshi, Thivin Anandh and Sashikumaar Ganesan, A Deep Learning Simulation Framework for Building Digital Twins of Wind Farms: Concepts and Roadmap, 12th International Conference on Simulation and Modeling Methodologies, Technologies and Applications (SIMULTECH 2022), Lisbon, Portugal, 14-16 Jul, 2022.

  4. N. Karanjkar and S. M. Joshi, Mixed Discrete-Continuous Simulation for Digital Twins, SIMULTECH 2021: 11th International Conference on Simulation and Modeling Methodologies, Technologies and Applications (virtual), 7-9 July, 2021

  5. Subodh Joshi and Sashikumaar Ganesan, “Sensitivity Analysis of ANNs for Fluid Flow Simulation”, 12th EECS Research Students Symposium (virtual), Indian Institute of Sciences, Bangalore, 7-8 May, 2021.

  6. Joshi S. M., Kazolea M. and Ricchiuto M. , “Sensitivity Analysis for Two Wave Breaking Models Used by the Green-Naghdi Equations”, 14th World Congress on Computational Mechanics (WCCM) & ECCOMAS Congress 2020, Virtual Congress, 11-15 January, 2021.

  7. Joshi S. M., Chatterjee A., “A-posteriori Diffusion Analysis of Numerical Schemes in Wavenumber Domain”, 20th AeSI CFD Symposium, NAL, Bangalore , 09-10 August, 2018.

  8. Joshi S. M., Chatterjee A., “Spectral Analysis of Higher-Order Multilevel Method”, 18th AeSI CFD Symposium, NAL, Bangalore , 10-11 August, 2016

  9. Joshi S. M., Chatterjee A., “Multilevel ADER Scheme for Computational Aeroacoustics”, 9th International Conference of Computational Fluid Dynamics, Istanbul-Turkey, 11-15 July, 2016

  10. Joshi S. M., Chatterjee A., “Multilevel Spectral Finite Volume Method for Linear Systems”, 17th AeSI CFD Symposium, NAL, Bangalore , 11-12 August, 2015

  11. Chatterjee A., Joshi S. M., “Multilevel Higher Order Method for Simulation of Linear Wave Propagation”, 8th International Conference of Computational Fluid Dynamics, Chengdu-China, 14-18 July, 2014

Book chapters

  1. N. Karanjkar, S. M. Joshi, A Python-Based Mixed Discrete-Continuous Simulation Frame-work for Digital Twins. In: Wagner, G., Werner, F., Oren, T., De Rango, F. (eds) Simulation and Modeling Methodologies, Technologies and Applications, Lecture Notes in Networks and Systems (LNNS), Vol. 601, Springer, Cham, 2023 (link).