Chan, Maria K. Y.
- EXSCLAIM! -- An automated pipeline for the construction of labeled materials imaging datasets from literature
2021/03/19 by Eric Schwenker, Weixin Jiang, Schwenker, Eric +9 · 1 citation
Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Physical sciences #Handwritten Text Recognition Techniques #Information Retrieval (cs.IR) #Materials Science (cond-mat.mtrl-sci) #Natural Language Processing Techniques #Topic Modeling #cond-mat.mtrl-sci #cs.IR
- Plot2Spectra: an Automatic Spectra Extraction Tool
2021/07/06 by Weixin Jiang, Eric Schwenker, Jiang, Weixin +9 · 1 citation
Chemistry · Computer Science · Engineering · Materials Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning in Materials Science #Remote-Sensing Image Classification #Spectroscopy and Chemometric Analyses #cs.CV
- Machine learning for classifying and interpreting coherent X-ray speckle patterns
2022/11/15 by Shen, Mingren, Sheyfer, Dina, Loeffler, Troy David +4 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Materials Science (cond-mat.mtrl-sci)
- Deterministic Creation of Identical Monochromatic Quantum Emitters in Hexagonal Boron Nitride
2024/10/17 by Muchuan Hua, Hua, Muchuan, Wei‐Ying Chen +17 · 3 citations
Materials Science · #Boron and Carbon Nanomaterials Research #Diamond and Carbon-based Materials Research #FOS: Physical sciences #Graphene research and applications #Materials Science (cond-mat.mtrl-sci) #Quantum Physics (quant-ph)
- Machine-learned impurity level prediction for semiconductors: the example of Cd-based chalcogenides
2019/06/05 by Arun Mannodi-Kanakkithodi, Arun Mannodi‐Kanakkithodi, Mannodi-Kanakkithodi, Arun +10 · 1 citation
Engineering · Materials Science · Physics and Astronomy · #Advanced Semiconductor Detectors and Materials #Chalcogenide Semiconductor Thin Films #FOS: Physical sciences #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #cond-mat.mtrl-sci
- Data-Driven Design of Novel Halide Perovskite Alloys
2021/09/22 by Arun Mannodi-Kanakkithodi, Maria K. Y. Chan, Mannodi-Kanakkithodi, Arun +1 · 1 citation
Physics and Astronomy · #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #cond-mat.mtrl-sci
- Revealing Local Structures through Machine-Learning- Fused Multimodal Spectroscopy
2025/01/15 by Haili Jia, Jia, Haili, Yiming Chen +11 · 1 citation
Chemistry · Engineering · Environmental Science · #Spectroscopy and Chemometric Analyses #Advanced Chemical Sensor Technologies #Water Quality Monitoring and Analysis