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Author

Yeong Nain Chi

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Open access Sep 2026

Benchmarking Deep Learning Models for Bitcoin Price Forecasting

The rapid appreciation and pronounced volatility of Bitcoin (BTC-USD) poses significant challenges for accurate price forecasting using financial time series models. This paper presents a systematic benchmarking study of six deep learning architectures, including Long Short Term Memory (LSTM), Gated Recurrent Unit (GRU...

Catherine Ngo, Orson Chi, Yeong Nain Chi · 0 citations
Open access Aug 2026

MULTI-SCENARIO SEA LEVEL RISE MODELING OF ECOLOGICAL VULNERABILITY IN THE MANOKIN WATERSHED, MARYLAND’S EASTERN SHORE

Sea level rise (SLR) is a direct and measurable impact of climate variability, posing substantial risks to coastal ecosystems. This study employes NOAA’s Sea Level Rise Viewer to evaluate potential ecological change under four SLR scenarios (1, 2, 4, and 6 ft) within the Manokin Watershed, Somerset County, Maryland. Th...

Yeong Nain Chi, T. Bishop, Catherine Ngo · 0 citations

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