Jan P. Williams

According to our database, Jan P. Williams authored at least 5 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

PySHRED: A Python package for SHallow REcurrent Decoding for sparse sensing, model reduction and scientific discovery.

David Ye, Jan P. Williams, Mars Liyao Gao, Stefano Riva, Matteo Tomasetto, David Zoro, J. Nathan Kutz

CoRR, July, 2025

Reduced Order Modeling with Shallow Recurrent Decoder Networks.

Matteo Tomasetto, Jan P. Williams, Francesco Braghin, Andrea Manzoni, J. Nathan Kutz

CoRR, February, 2025

Sparse identification of nonlinear dynamics and Koopman operators with Shallow Recurrent Decoder Networks.

Mars Liyao Gao, Jan P. Williams, J. Nathan Kutz

CoRR, January, 2025

2024

Reservoir computing for system identification and predictive control with limited data.

Jan P. Williams, J. Nathan Kutz, Krithika Manohar

CoRR, 2024

Leveraging Arbitrary Mobile Sensor Trajectories With Shallow Recurrent Decoder Networks for Full-State Reconstruction.

Megan R. Ebers, Jan P. Williams, Katherine M. Steele, J. Nathan Kutz

IEEE Access, 2024