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Janghoon Ock

Publications

  • Beyond independent error assumptions in large GNN atomistic models
  • Acceleration of instability during the capillary thinning process due to the addition of particles to a poly(ethylene oxide) solution
  • Method of producing ethylene-carboxylic acid compolymer
  • Catalyst Energy Prediction with CatBERTa: Unveiling Feature Exploration Strategies through Large Language Models
  • Machine Learning in Membrane Design: From Property Prediction to AI-Guided Optimization
  • GradNav: Accelerated Exploration of Potential Energy Surfaces with Gradient-Based Navigation
  • Multimodal language and graph learning of adsorption configuration in catalysis
  • Modular Large Language Model Agents for Multi-Task Computational Materials Science

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