Maria K. Y. Chan
- Disentangling multiple scattering with deep learning: application to strain mapping from electron diffraction patterns
2022/02/01 by Joydeep Munshi, Alexander Rakowski, Munshi, Joydeep +17 · 8 citations
Materials Science · #Applied Physics (physics.app-ph) #Computer Vision and Pattern Recognition (cs.CV) #Electron and X-Ray Spectroscopy Techniques #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #X-ray Diffraction in Crystallography
- 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 · #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
- Plot2Spectra: an Automatic Spectra Extraction Tool
2021/07/06 by Weixin Jiang, Jiang, Weixin, Eric Schwenker +9 · 1 citation
Chemistry · 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
- 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, Michael Y. Toriyama +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
- Revealing Local Structures through Machine-Learning- Fused Multimodal Spectroscopy
2025/01/15 by Haili Jia, Yiming Chen, Jia, Haili +11 · 1 citation
Chemistry · Engineering · Environmental Science · #Spectroscopy and Chemometric Analyses #Advanced Chemical Sensor Technologies #Water Quality Monitoring and Analysis
- Harnessing X-ray Absorption Spectroscopy Data through Multimodal Mining of Battery Literature
2026/07/26 by Tanjin He, Aikaterini Vriza, Logan Ward +7
Computer Science · Physics and Astronomy · #cond-mat.mtrl-sci #cs.AI #cs.CL #cs.DL #cs.IR