Chemistry | Materials Science | Physics Target-Driven Design of Deep-Ultraviolet Nonlinear Optical Materials via Interpretable Machine Learning. March 17, 2023
Chemistry | Materials Science Enhancing the Performance of Global Optimization of Platinum Cluster Structures by Transfer Learning in a Deep Neural Network. March 14, 2023
Chemistry | Materials Science Predicting Synthesizability using Machine Learning on Databases of Existing Inorganic Materials. March 13, 2023
Chemistry | Materials Science | Pharmaceutical Sciences A Universal and Accurate Method for Easily Identifying Components in Raman Spectroscopy Based on Deep Learning. March 13, 2023
Chemistry | Environmental Science | Material Science Liquid Crystals as Multifunctional Interfaces for Trapping and Characterizing Colloidal Microplastics. March 9, 2023
Chemistry | Material Science | Polymer Informatics Polymer Informatics at Scale with Multitask Graph Neural Networks. March 6, 2023
Chemistry | Materials Science Strain data augmentation enables machine learning of inorganic crystal geometry optimization. March 6, 2023
Astrochemistry | Chemistry | Combustion Chemistry Barrier Height Prediction by Machine Learning Correction of Semiempirical Calculations. March 6, 2023
Chemistry | Engineering Spectroscopic measurement of the two-dimensional flame temperature based on a perovskite single photodetector. March 2, 2023
Analytical Chemistry | Chemistry | Materials Science Self-supervised learning for inter-laboratory variation minimization in surface-enhanced Raman scattering spectroscopy. March 2, 2023
Catalysis | Chemistry | Materials Science Elucidation of Cu-Zn Surface Alloying on Cu(997) by Machine-Learning Molecular Dynamics. March 1, 2023
Chemistry | Energy Storage | Materials Science Chemistry-Informed Machine Learning for Polymer Electrolyte Discovery. February 27, 2023