Demonstration of machine learning-based model-independent stabilization of source properties in synchrotron light sources SC Leemann, S Liu, A Hexemer, MA Marcus, CN Melton, H Nishimura, ... Physical review letters 123 (19), 194801, 2019 | 66 | 2019 |
Sorption‐Enhanced Mixed Matrix Membranes with Facilitated Hydrogen Transport for Hydrogen Purification and CO2 Capture L Zhu, D Yin, Y Qin, S Konda, S Zhang, A Zhu, S Liu, T Xu, MT Swihart, ... Advanced Functional Materials 29 (36), 1904357, 2019 | 52 | 2019 |
Multiresolution 3D-DenseNet for chemical shift prediction in NMR crystallography S Liu, J Li, KC Bennett, B Ganoe, T Stauch, M Head-Gordon, A Hexemer, ... The journal of physical chemistry letters 10 (16), 4558-4565, 2019 | 51 | 2019 |
Convolutional neural networks for grazing incidence x-ray scattering patterns: thin film structure identification S Liu, CN Melton, S Venkatakrishnan, RJ Pandolfi, G Freychet, D Kumar, ... MRS Communications 9 (2), 586-592, 2019 | 33 | 2019 |
Probing the intermolecular interactions of aromatic amides containing N-heterocycles and triptycene N Cheng, Q Yan, S Liu, D Zhao CrystEngComm 16 (20), 4265-4273, 2014 | 17 | 2014 |
Ionic liquids containing block copolymer based supramolecules S Liu, T Xu Macromolecules 49 (16), 6075-6083, 2016 | 11 | 2016 |
First attempts at applying machine learning to ALS storage ring stabilization SC Leemann, P Amstutz, MP Ehrlichman, T Hellert, A Hexemer, S Liu, ... 10th Int. Particle Accelerator Conf.(IPAC'19), Melbourne, Australia, May, 2019 | 3 | 2019 |
Synthesis, solvent-dependent emission and two-photon absorption of a triangular–[D–π–A] 3–macrocycle T Li, D Zhang, R Wang, Y Fan, X Guo, S Liu, Y Ma, D Zhao Organic Chemistry Frontiers 4 (5), 737-742, 2017 | 3 | 2017 |
Data Driven Approaches for Characterization Techniques with Applications in Materials Chemistry Discovery S Liu UC Berkeley, 2019 | | 2019 |
Beam Size Prediction and Control using Neural Network S Liu, C Melton, H Nishimura, A Hexemer, S Leemann APS March Meeting Abstracts 2019, G70. 294, 2019 | | 2019 |