Steven Sloan

According to our database, Steven Sloan authored at least 12 papers between 2012 and 2025.

Collaborative distances:

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

2025

KARMA: Efficient Structural Defect Segmentation via Kolmogorov-Arnold Representation Learning.

Md Meftahul Ferdaus, Mahdi Abdelguerfi, Elias Ioup, Steven Sloan, Kendall N. Niles, Ken Pathak

CoRR, August, 2025

Accelerating HEC-RAS: A Recurrent Neural Operator for Rapid River Forecasting.

Ted Edward Holmberg, Pujan Pokhrel, Maximilian Zoch, Elias Ioup, Ken Pathak, Steven Sloan, Kendall N. Niles, Jay J. Ratcliff, Maik Flanagin, Christian Guetl, Julian Simeonov, Mahdi Abdelguerfi

CoRR, July, 2025

FORTRESS: Function-composition Optimized Real-Time Resilient Structural Segmentation via Kolmogorov-Arnold Enhanced Spatial Attention Networks.

Christina Thrainer, Md Meftahul Ferdaus, Mahdi Abdelguerfi, Christian Guetl, Steven Sloan, Kendall N. Niles, Ken Pathak

CoRR, July, 2025

Physics-Informed Neural Network Surrogate Models for River Stage Prediction.

Maximilian Zoch, Ted Edward Holmberg, Pujan Pokhrel, Ken Pathak, Steven Sloan, Kendall N. Niles, Jay J. Ratcliff, Maik Flanagin, Elias Ioup, Christian Guetl, Mahdi Abdelguerfi

CoRR, March, 2025

SHARP-Net: A Refined Pyramid Network for Deficiency Segmentation in Culverts and Sewer Pipes.

Rasha Alshawi, Md Meftahul Ferdaus, Md. Tamjidul Hoque, Kendall N. Niles, Ken Pathak, Steven Sloan

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

Using Deep Learning for Data-Driven Seismic Velocity and Source Wavelet Inversion.

Dmitry Borisov, Yanwei Zhang, Salman Abbasi, Julian Ivanov, Steven Sloan, Richard D. Miller

IEEE Geosci. Remote. Sens. Lett., 2025

2024

Application of Deep Learning for Segmenting Seepages in Levee Systems.

Manisha Panta, Padam Jung Thapa, Md. Tamjidul Hoque, Kendall N. Niles, Steven Sloan, Maik Flanagin, Ken Pathak, Mahdi Abdelguerfi

Remote. Sens., July, 2024

Imbalance-Aware Culvert-Sewer Defect Segmentation Using an Enhanced Feature Pyramid Network.

Rasha Alshawi, Md Meftahul Ferdaus, Mahdi Abdelguerfi, Kendall N. Niles, Ken Pathak, Steven Sloan

CoRR, 2024

SHARP-Net: A Refined Pyramid Network for Deficiency Segmentation in Culverts and Sewer Pipes.

Rasha Alshawi, Md Meftahul Ferdaus, Md. Tamjidul Hoque, Kendall N. Niles, Ken Pathak, Steven Sloan, Mahdi Abdelguerfi

CoRR, 2024

Towards Trustworthy AI: A Review of Ethical and Robust Large Language Models.

Md Meftahul Ferdaus, Mahdi Abdelguerfi, Elias Ioup, Kendall N. Niles, Ken Pathak, Steven Sloan

CoRR, 2024

KANICE: Kolmogorov-Arnold Networks with Interactive Convolutional Elements.

Md Meftahul Ferdaus, Mahdi Abdelguerfi, Elias Ioup, David Dobson, Kendall N. Niles, Ken Pathak, Steven Sloan

Proceedings of the 4th International Conference on AI-ML Systems, 2024

2012

Silicon Neurons That Compute.

Swadesh Choudhary, Steven Sloan, Sam Fok, Alexander Neckar, Eric Trautmann, Peiran Gao, Terry C. Stewart, Chris Eliasmith, Kwabena Boahen

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012