Research output per year
Research output per year
Personal profile
Research interests
Dynamical systems, Model reduction, Computational mechanics
Research profile
Shobhit Jain is an assistant professor at the Delft Institute of Applied Mathematics (Numerical Analysis section).
His research focuses on the development of computational methods and scientific software that enable modelling, analysis and robust reduction of high-dimensional, nonlinear dynamical systems found in applied science and engineering.
Education/Academic qualification
Doctorate, Doctor of Sciences (ETH Zurich), ETH Zürich
2016 → 2019
Master's degree, Applied Mathematics, Delft University of Technology
2014 → 2015
Master's degree, Precision and Microsystems Engineering, Delft University of Technology
2013 → 2015
Bachelor's degree, Indian Institute of Technology Roorkee
2007 → 2011
External positions
Postdoc, ETH Zürich
2019 → 2022
Keywords
- TJ Mechanical engineering and machinery
- Computational mechanics
- Structural Dynamics
- QA75 Electronic computers. Computer science
- Dynamical Systems
- Model Reduction
- Machine Learning
- TL Motor vehicles. Aeronautics. Astronautics
- Mathematical Modelling
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Collaborations and top research areas from the last five years
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Fast computation and characterization of forced response surfaces via spectral submanifolds and parameter continuation
Li, M., Jain, S. & Haller, G., 2024, In: Nonlinear Dynamics. 1 p.Research output: Contribution to journal › Article › Scientific › peer-review
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Model reduction for constrained mechanical systems via spectral submanifolds
Li, M., Jain, S. & Haller, G., 2023, In: Nonlinear Dynamics. 111, 10, p. 8881-8911 31 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile5 Citations (Scopus)58 Downloads (Pure) -
How to compute invariant manifolds and their reduced dynamics in high-dimensional finite element models
Jain, S. & Haller, G., 2022, In: Nonlinear Dynamics. 107, 2, p. 1417-1450 34 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access39 Citations (Scopus) -
Nonlinear analysis of forced mechanical systemswith internal resonance using spectral submanifolds, Part I: Periodic response and forced response curve
Li, M., Jain, S. & Haller, G., 2022, In: Nonlinear Dynamics. 110, 2, p. 1005-1043 39 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access13 Citations (Scopus) -
Using Spectral Submanifolds for Nonlinear Periodic Control
Mahlknecht, F., Alora, J. I., Jain, S., Schmerling, E., Bonalli, R., Haller, G. & Pavone, M., 2022, 2022 IEEE 61st Conference on Decision and Control, CDC 2022. Institute of Electrical and Electronics Engineers (IEEE), p. 6548-6555 8 p. (Proceedings of the IEEE Conference on Decision and Control; vol. 2022-December).Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review
3 Citations (Scopus)
Datasets
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YetAnotherFECode
Jain, S. (Creator), Marconi, J. (Contributor) & Tiso, P. (Contributor), GitHub/Zenodo, 11 Nov 2022
Dataset/Software: Software