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cs.LG2026
Performance Monitoring of Proton Exchange Membrane Water Electrolyzer by Transformers-Based Machine Learning Model
Bingqing Chen, Ivan Batalov, Qiu Chen +2
Green hydrogen plays an essential role in decarbonization, with capacity projected to scale to 560 GW by 2030 (vs. 1.39 GW in 2023) in net-zero settings. Proton exchange membrane (…
cs.LG2024
Self-Distillation Improves DNA Sequence Inference
Tong Yu, Lei Cheng, Ruslan Khalitov +2
Self-supervised pretraining (SSP) has been recognized as a method to enhance prediction accuracy in various downstream tasks. However, its efficacy for DNA sequences remains somewh…