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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Orson 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 Sep 2026

Assessing Coastal Ecological Vulnerability to Sea-Level Rise in the Manokin Watershed: A Ridge Regression Approach

Coastal wetlands of the Mid-Atlantic United States face increasing risks from sea-level rise (SLR), storm surge, and saltwater intrusion, yet spatially explicit, multivariate assessments of ecological vulnerability remain scarce. This study analyzes 400 synthetic habitat vulnerability units across four subareas and sev...

Catherine Ngo, Orson Chi, Y. Chi · 0 citations

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