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Hawoong Jeong

Uncovering Emergent Physics Representations Learned In-Context by Large Language Models

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Aug 17, 2025
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Exploring how deep learning decodes anomalous diffusion via Grad-CAM

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Oct 21, 2024
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Stochastic Restarting to Overcome Overfitting in Neural Networks with Noisy Labels

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Jun 01, 2024
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From Empirical Observations to Universality: Dynamics of Deep Learning with Inputs Built on Gaussian mixture

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May 01, 2024
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Inferring the Langevin Equation with Uncertainty via Bayesian Neural Networks

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Feb 02, 2024
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Identifying Hamiltonian manifold in neural networks

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Dec 02, 2022
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Learning Heterogeneous Interaction Strengths by Trajectory Prediction with Graph Neural Network

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Aug 28, 2022
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Social learning spontaneously emerges by searching optimal heuristics with deep reinforcement learning

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May 03, 2022
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Attaining entropy production and dissipation maps from Brownian movies via neural networks

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Jun 29, 2021
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Discovering conservation laws from trajectories via machine learning

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Feb 08, 2021
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