Full-Field State Estimation from Sparse Point Sensors via Adaptive  Data-Driven Modeling and Sequential Data Assimilation for Nonlinear Dynamical Systems

Souvik Roy, Erphan Ahmmad Bhuiyan, Oussama Kinani, Amin Pashaei Kalajahi, Roshan M. Dsouza

Open source

DOI
10.21203/rs.3.rs-10012087/v1
Published
2026-08-03
Container
Not recorded
Publisher
Springer Science and Business Media LLC
Open access
unknown

Credibility signals

uncertain Score 60/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

Cite this work

BibTeX

@article{allodium:10.21203/rs.3.rs-10012087/v1,
  title = {Full-Field State Estimation from Sparse Point Sensors via Adaptive  Data-Driven Modeling and Sequential Data Assimilation for Nonlinear Dynamical Systems},
  author = {Souvik Roy and Erphan Ahmmad Bhuiyan and Oussama Kinani and Amin Pashaei Kalajahi and Roshan M. Dsouza},
  year = {2026},
  doi = {10.21203/rs.3.rs-10012087/v1},
  url = {https://doi.org/10.21203/rs.3.rs-10012087/v1}
}

RIS

TY  - JOUR
TI  - Full-Field State Estimation from Sparse Point Sensors via Adaptive  Data-Driven Modeling and Sequential Data Assimilation for Nonlinear Dynamical Systems
AU  - Souvik Roy
AU  - Erphan Ahmmad Bhuiyan
AU  - Oussama Kinani
AU  - Amin Pashaei Kalajahi
AU  - Roshan M. Dsouza
PY  - 2026
DO  - 10.21203/rs.3.rs-10012087/v1
UR  - https://doi.org/10.21203/rs.3.rs-10012087/v1
ER  - 

APA

Roy, S., Bhuiyan, E. A., Kinani, O., Kalajahi, A. P., & Dsouza, R. M. (2026). Full-Field State Estimation from Sparse Point Sensors via Adaptive  Data-Driven Modeling and Sequential Data Assimilation for Nonlinear Dynamical Systems. https://doi.org/10.21203/rs.3.rs-10012087/v1

Source records