정유성Yousung Jung

20268편

• Chem. Rev

  AI for Accelerated Materials Discovery: From Generative Design to Autonomous Realization

  J. Choi, S. Kim, J. Park, J. Choi, S. An, Y. Jung

• Advanced Intelligent SystemsT2

  Artificial Intelligence for Advanced Functional Materials: Progress and Emerging Frontiers

  C. Malica, K. S. Novoselov, S. Kim, Y. Jung, S. Botti, M. A. L. Marques, T. Zarrouk, M. A. Caro, S. Chong, M. Ceriotti, M. Fernandez-Serra, S. Navarro-Rodriguez, A. A. Naik, J. George, O. H. Omar, V. Trinquet, G.-M. Rignanese, A. Ustyuzh...

• Digital Discovery

  Assessing the extrapolation capability of template-free retrosynthesis models

  J. Choe, S.Chen, Y. Jung

• Journal of Chemical Information and Modeling

  Enhancing Generalization in Synthesizability Prediction of Structurally Dissimilar Materials

  S. Kim, S. Kwon, J. Choi, Y. Jung

• Digital Discovery

  Enhancing high-dimensional neural network potential accuracy in OLED systems via element relabeling

  Y. Yun, D. Park, J. Choi, D. Choi, Y. Jung

• Digital Discovery

  Evaluating Global Optimization and Generative Methods for Low-Energy and Diverse Crystal Structure Prediction Via Two Case Studies

  S. An, S. Kim, J. Ko, J. Noh, Z. Allahyari, A. Oganov, A. Aspuru-Guzik, C. Pickard, Y. Jung

• Nature CommunicationsT1

  Generative modelling of inorganic materials with explicit electronic structure

  J. Park, J.Choi, Y. Jung

• npj Computational MaterialsT1

  Large-Scale Screening of High-Entropy Materials for Superionic Solid Electrolytes

  J. Choi, Y. Jung