3 papers
cond-mat.mtrl-sci2024
Crystal Structure-Based Multioutput Property Prediction of Lithium Manganese Nickel Oxide using EfficientNet-B0
Chee Sien Wong, Benediktus Madika, Jiwon Yeom +2
Here, we present an EfficientNet-B0-based model to directly predict multiple properties of lithium manganese nickel oxides (LMNO) using their crystal structure images. The model is…
cs.CV2022
3D Convolutional Neural Networks for Dendrite Segmentation Using Fine-Tuning and Hyperparameter Optimization
Jim James, Nathan Pruyne, Tiberiu Stan +6
Dendritic microstructures are ubiquitous in nature and are the primary solidification morphologies in metallic materials. Techniques such as x-ray computed tomography (XCT) have pr…
cs.CV2020
Semi-Supervised Object Detection with Sparsely Annotated Dataset
Jihun Yoon, Seungbum Hong, Sanha Jeong +1
In training object detector based on convolutional neural networks, selection of effective positive examples for training is an important factor. However, when training an anchor-b…