2 papers
stat.ML2026
Spatial Adapter: Structured Spatial Decomposition and Closed-Form Covariance for Frozen Predictors
Wen-Ting Wang, Wei-Ying Wu, Hao-Yun Huang +1
We present the Spatial Adapter, a parameter-efficient post-hoc layer that equips any frozen first-stage predictor with a structured spatial representation of its residual field and…
cs.LG2024
A Noise-robust Multi-head Attention Mechanism for Formation Resistivity Prediction: Frequency Aware LSTM
Yongan Zhang, Junfeng Zhao, Jian Li +4
The prediction of formation resistivity plays a crucial role in the evaluation of oil and gas reservoirs, identification and assessment of geothermal energy resources, groundwater…