Author

D. Rahmati

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Jul 2026

PG-KINN: A Physics-Informed Petrov-Galerkin Kolmogorov-Arnold Network for Solving Forward and Inverse PDEs

Physics-informed learning of partial differential equations (PDEs) has been dominated by multilayer perceptrons (MLPs), whose spectral bias and dense parameterization limit both accuracy and interpretability. Kolmogorov Arnold Networks (KANs) mitigate these limitations because their learnable spline activations are str...

Amirhossein Sadr, Nima Soltani, Vahideh Moghtadaiee et al. · arXiv.org · 0 citations

Jul 2026

Epileptic seizure detection from EEG signals using ensemble of type-2 neuro-fuzzy inference systems with GWO-optimized fuzzy rules

The overall results show that the proposed hybrid fuzzy-optimization framework provides a highly accurate and robust solution for automated seizure detection with strong potential for clinical deployment.

Amirhossein Sadr, Sara Rouhani, D. Rahmati et al. · Comput. Biol. Medicine · 0 citations

#small language model Preprint Aug 2026

Compress and Forget: bitsandbytes Quantization Amplifies Proactive Interference in LLMs

The results suggest that bitsandbytes 4-bit quantization can impose an additional cost on applications relying on long, updatable, semantically dense contexts, even when aggregate benchmark accuracy appears largely unaffected.

Shayan Shahrabi-Farahani, D. Rahmati · 1 citation