Artificial Intelligence · Computer Science
Automated Assignment of Backbone NMR Data using Artificial Intelligence
John Emmons, Steven Johnson, Timothy Urness, Adina Kilpatrick
2015-06-22
Instrumentation and Detectors · Physics
DiffNMR3: Advancing NMR Resolution Beyond Instrumental Limits
Sen Yan, Etienne Goffinet, Fabrizio Gabellieri, Ryan Young +4
2025-02-12
Medical Physics · Physics
Accelerated Nuclear Magnetic Resonance Spectroscopy with Deep Learning
Xiaobo Qu, Yihui Huang, Hengfa Lu, Tianyu Qiu +4
2019-05-15
Quantitative Methods · Quantitative Biology
Amino Acid Classification in 2D NMR Spectra via Acoustic Signal Embeddings
Jia Qi Yip, Dianwen Ng, Bin Ma, Konstantin Pervushin +1
2022-08-03
Chemical Physics · Physics
DiffNMR: Diffusion Models for Nuclear Magnetic Resonance Spectra Elucidation
Qingsong Yang, Binglan Wu, Xuwei Liu, Bo Chen +4
2025-07-15
Quantitative Methods · Quantitative Biology
DiffNMR2: NMR Guided Sampling Acquisition Through Diffusion Model Uncertainty
Etienne Goffinet, Sen Yan, Fabrizio Gabellieri, Laurence Jennings +6
2025-05-26
Chemical Physics · Physics
NMR-Solver: Automated Structure Elucidation via Large-Scale Spectral Matching and Physics-Guided Fragment Optimization
Yongqi Jin, Jun-Jie Wang, Fanjie Xu, Xiaohong Ji +5
2025-09-03
Quantum Physics · Physics
Ultralow-field Nuclear Magnetic Resonance Asymmetric Spectroscopy
Min Jiang, Wenjie Xu, Yunlan Ji, Ji Bian +2
2019-02-22
Computational Engineering, Finance, and Science · Computer Science
NMRGym: A Comprehensive Benchmark for Nuclear Magnetic Resonance Based Molecular Structure Elucidation
Zheng Fang, Chen Yang, Hai-tao Yu, Haoming Luo +4
2026-01-23
Image and Video Processing · Electrical Eng. & Systems
DiffNMR: Advancing Inpainting of Randomly Sampled Nuclear Magnetic Resonance Signals
Sen Yan, Fabrizio Gabellieri, Etienne Goffinet, Filippo Castiglione +1
2025-10-14
Computer Vision and Pattern Recognition · Computer Science
A Review of Published Machine Learning Natural Language Processing Applications for Protocolling Radiology Imaging
Nihal Raju, Michael Woodburn, Stefan Kachel, Jack O'Shaughnessy +3
2022-06-24
Materials Science · Physics
An Investigation of Machine Learning Methods Applied to Structure Prediction in Condensed Matter
William J. Brouwer, James D. Kubicki, Jorge O. Sofo, C. Lee Giles
2014-05-15
Chemical Physics · Physics
NMRTrans: Structure Elucidation from Experimental NMR Spectra via Set Transformers
Liujia Yang, Zhuo Yang, Jiaqing Xie, Yubin Wang +8
2026-02-12
Chemical Physics · Physics
Physical probes expose and alleviate chemical-environment collapse in molecular representations
Jiebin Fang, Zidi Yan, Churu Mao, Yongjun Jiang +6
2026-05-12
Biomolecules · Quantitative Biology
Automated Assignment of Backbone Resonances Using Residual Dipolar Couplings Acquired from a Protein with Known Structure
P. Shealy, R. Mukhopadhyay, S. Smith, H. Valafar
2019-11-05
Emerging Technologies · Computer Science
Discrete and Continuous Systems of Logic in Nuclear Magnetic Resonance
Pedro M. Aguiar, Robert Hornby, Cameron McGarry, Simon O'Keefe +1
2015-12-03
Medical Physics · Physics
Review and Prospect: Deep Learning in Nuclear Magnetic Resonance Spectroscopy
Dicheng Chen, Zi Wang, Di Guo, Vladislav Orekhov +1
2020-04-06
Applications · Statistics
Bayesian Inference for NMR Spectroscopy with Applications to Chemical Quantification
Andrew Gordon Wilson, Yuting Wu, Daniel J. Holland, Sebastian Nowozin +3
2014-02-25
Materials Science · Physics
Graph-neural-network predictions of solid-state NMR parameters from spherical tensor decomposition
Chiheb Ben Mahmoud, Louise A. M. Rosset, Jonathan R. Yates, Volker L. Deringer
2025-08-19