Daniel J. Smith

According to our database, Daniel J. Smith authored at least 10 papers between 1996 and 2026.

Collaborative distances:

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

2026

A digital twin for diesel engines: Operator-infused physics-informed neural networks with transfer learning for engine health monitoring.

Kamaljyoti Nath, Varun Kumar, Daniel J. Smith, George Em Karniadakis

Eng. Appl. Artif. Intell., 2026

A parallel Seq2Seq neural architecture for long-horizon performance forecasting and online condition monitoring of fuel cells.

Mohamadali Tofigh, Daniel J. Smith, Amir R. Hanifi, Mahdi Shahbakhti

Appl. Soft Comput., 2026

Dynamic Kolmogorov-Arnold networks for time-varying degradation modeling in solid oxide fuel cells.

Mohamadali Tofigh, Daniel J. Smith, Amir R. Hanifi, Charles Robert Koch, Mahdi Shahbakhti

Adv. Eng. Informatics, 2026

2025

A deep Conv-Atten-KAN architecture to identify solid oxide fuel cell dynamics under fuel starvation.

Mohamadali Tofigh, Daniel J. Smith, Saeed Hanifi, Amir R. Hanifi, Mahdi Shahbakhti

Proceedings of the International Conference on Control, Automation and Diagnosis, 2025

2024

Temporal dilated convolution and nonlinear autoregressive network for predicting solid oxide fuel cell performance.

Mohamadali Tofigh, Ali Kharazmi, Daniel J. Smith, Charles Robert Koch, Mahdi Shahbakhti

Eng. Appl. Artif. Intell., 2024

A Digital twin for Diesel Engines: Operator-infused PINNs with Transfer Learning for Engine Health Monitoring.

Kamaljyoti Nath, Varun Kumar, Daniel J. Smith, George Em Karniadakis

CoRR, 2024

Developing a Time-Efficient Model for Solid Oxide Fuel Cells Using Self-Supervised Convolutional Autoencoder and Stateful LSTM Network.

Mohamadali Tofigh, Z. Salehi, Daniel J. Smith, Ali Kharazmi, Amir R. Hanifi, Charles Robert Koch, Mahdi Shahbakhti

Proceedings of the American Control Conference, 2024

2023

Physics-informed neural networks for predicting gas flow dynamics and unknown parameters in diesel engines.

Kamaljyoti Nath, Xuhui Meng, Daniel J. Smith, George Em Karniadakis

CoRR, 2023

2011

Model based failure detection of Diesel Particulate Filter.

Aniket Gupta, Matthew A. Franchek, Karolos M. Grigoriadis, Daniel J. Smith

Proceedings of the American Control Conference, 2011

1996

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Daniel J. Smith, Robert A. Henning

Proceedings of the Conference on Human Factors in Computing Systems: Common Ground, 1996