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Keywords

High Performance Computing, GPU Programming(CUDA), Scientific Machine Learning, Physics Informed Neural Networks, Finite Element Methods

Countries

India

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Employment (1)

Indian Institute of Science Bangalore: Bengaluru, IN

2018-06 to present | PhD Student (Department of Computational and Data Sciences)
Employment
Source: Self-asserted source
Thivin Anandh

Education and qualifications (1)

Indian Institute of Science Bangalore: Bengaluru, IN

2018-06 to present (Department of Computational and Data Sciences)
Education
Source: Self-asserted source
Thivin Anandh

Works (6)

Improving hp-variational physics-informed neural networks for steady-state convection-dominated problems

Computer Methods in Applied Mechanics and Engineering
2025-04 | Journal article
DOI: 10.1016/j.cma.2025.117797
Contributors: Thivin Anandh; Divij Ghose; Himanshu Jain; Pratham Sunkad; Sashikumaar Ganesan; Volker John
Source: check_circle
Crossref

FastVPINNs: An efficient tensor-based Python library for solving partial differential equations using hp-Variational Physics Informed Neural Networks

Journal of Open Source Software
2024-07-30 | Journal article
DOI: 10.21105/joss.06764
Contributors: Thivin Anandh; Divij Ghose; Sashikumaar Ganesan
Source: check_circle
Crossref

FastVPINNs: Tensor-Driven Acceleration of VPINNs for Complex Geometries

2024-04-18 | Preprint
Contributors: Divij Ghose; Sashikumaar Ganesan; Himanshu Jain
Source: Self-asserted source
Thivin Anandh

A Deep Learning Simulation Framework for Building Digital Twins of Wind Farms: Concepts and Roadmap

Proceedings of the 12th International Conference on Simulation and Modeling Methodologies, Technologies and Applications
2022 | Conference paper
DOI: 10.5220/0011319500003274
Contributors: Subodh Joshi; Thivin Anandh; Sashikumaar Ganesan
Source: Self-asserted source
Thivin Anandh

On the choice of hyper-parameters of artificial neural networks for stabilized finite element schemes

International Journal of Advances in Engineering Sciences and Applied Mathematics
2021-09 | Journal article
DOI: 10.1007/s12572-021-00306-9
Part of ISSN: 0975-0770
Part of ISSN: 0975-5616
Contributors: Subodh M. Joshi; Thivin Anandh; Bhanu Teja; Sashikumaar Ganesan; Thivin Anandh
Source: Self-asserted source
Thivin Anandh

Ensemble forecast of COVID-19 in Karnataka for vulnerability assessment and policy interventions

2021-09-02 | Preprint
DOI: 10.1101/2021.08.31.21262943
Contributors: Sashikumaar Ganesan; Deepak Subramani; Thivin Anandh; Divij Ghose; Giridhara R Babu
Source: Self-asserted source
Thivin Anandh
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