32 examples of LLM applications in materials science and chemistry: towards automation; assistants; agents; and accelerated scientific discovery32个LLM在材料科学与化学中的应用实例:自动化;助手;代理;以及加速科学发现Machine Learning: Science and TechnologyIF02025-09-290OA
Kernel learning assisted synthesis condition exploration for ternary spinel核学习方法辅助的三元尖晶石合成条件探索Communications MaterialsIF9.62025-07-100OAAI
History-agnostic battery degradation inference与历史无关的电池退化推断JOURNAL OF ENERGY STORAGEIF9.82024-03-011PRE
Agent-based learning of materials datasets from the scientific literatureDigital DiscoveryIF5.62024-01-012OA
Serverless Prediction of Peptide Properties with Recurrent Neural NetworksJOURNAL OF CHEMICAL INFORMATION AND MODELINGIF5.32023-04-0321OAAI
Simulation-based inference with approximately correct parameters via maximum entropy基于模拟的基于最大熵的近似正确参数推理MACHINE LEARNING-SCIENCE AND TECHNOLOGYIF4.62022-04-274OA