Author

Sangseok Yun

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2026

Infer-GANomaly: A Generative AI Framework for Seismic Event Discrimination via Physics-Informed Hybrid Attention

Distinguishing between natural and artificial seismic events, referred to as seismic event discrimination, is pivotal in geohazard monitoring, but accurate discrimination remains technically challenging. To address this issue, in this letter, we propose Infer-GANomaly, a novel, high-performing seismic event discriminat...

Hyeonuk Lee, Junbeom Lee, Minsoo Park et al. · IEEE Geoscience and Remote S... · 0 citations

2026

LiEAF-Net: A Lightweight Multiscale Elevation-Aware Fusion Network for Multimodal Semantic Segmentation of High-Resolution Remote Sensing Imagery

Semantic segmentation of high-resolution remote sensing imagery is computationally demanding, particularly for multimodal fusion of RGB and normalized digital surface model (nDSM) data. Existing multimodal networks improve segmentation accuracy but often introduce substantial computational overhead. This letter present...

Furkat Sultonov, Mu-Gyeong Gong, Sang-Jae Park et al. · IEEE Geoscience and Remote S... · 0 citations

Review Open access Aug 2026

A Comprehensive Survey on Symbolic Regression: State-of-the-Art Approaches, Key Applications, Benchmark Evaluations, and Future Research Directions

This survey comprehensively analyzes contemporary symbolic regression methodologies by systematically integrating four paradigmatic approaches: deterministic methods, metaheuristic algorithms, neural-symbolic frameworks, and emerging hybrid strategies, establishing a unified taxonomic framework that bridges evolutionar...

Vikas Palakonda, Samira Ghorbanpour, Sangseok Yun et al. · Archives of Computational Me... · 0 citations