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Keon Vin Park

Towards a Foundation Model for Physics-Informed Neural Networks: Multi-PDE Learning with Active Sampling

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Feb 11, 2025
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AL-PINN: Active Learning-Driven Physics-Informed Neural Networks for Efficient Sample Selection in Solving Partial Differential Equations

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Feb 06, 2025
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PINT: Physics-Informed Neural Time Series Models with Applications to Long-term Inference on WeatherBench 2m-Temperature Data

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Feb 06, 2025
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Optimizing Portfolio Performance through Clustering and Sharpe Ratio-Based Optimization: A Comparative Backtesting Approach

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Jan 21, 2025
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