Biology | Chemistry | Materials Science Learning to Make Chemical Predictions: the Interplay of Feature Representation, Data, and Machine Learning Methods. July 24, 2020
Engineering | Materials Science Residual Strength Evaluation of Corroded Textile-Reinforced Concrete by the Deep Learning-Based Method. July 23, 2020
Catalysis | Chemistry | Materials Science Effects of Desilication in NaOH/Piperidine Medium and Phosphorus Modification on the Catalytic Activity of HZSM-5 Catalyst in Methanol to Propylene Conversion. July 15, 2020
Materials Science | Nanotechnology Deep-Learning-Enabled Fast Optical Identification and Characterization of 2D Materials. June 10, 2020
Chemistry | Materials Science | Physics Predicting optical spectra for optoelectronic polymers using coarse-grained models and recurrent neural networks. June 9, 2020
Chemistry | Drug Discovery | Materials Science Powerful, transferable representations for molecules through intelligent task selection in deep multitask networks. June 1, 2020
Materials Science | Mechanical Engineering Temporal and Spatial Detection of the Onset of Local Necking and Assessment of its Growth Behavior. May 29, 2020
Materials Science | Nanotechnology Partial Scanning Transmission Electron Microscopy with Deep Learning. May 20, 2020
Materials Science | Mechanical Engineering Learning to Predict Crystal Plasticity at the Nanoscale: Deep Residual Networks and Size Effects in Uniaxial Compression Discrete Dislocation Simulations. May 19, 2020
Engineering | Materials Science Quantifying accuracy of stochastic methods of reconstructing complex materials by deep learning. May 19, 2020
Materials Science | Structural Engineering A Deep Learning Framework for Vibration-Based Assessment of Delamination in Smart Composite Laminates. April 24, 2020
Chemistry | Materials Science | Physics Optimization and validation of a deep learning CuZr atomistic potential: Robust applications for crystalline and amorphous phases with near-DFT accuracy. April 23, 2020