Automating Crystal-Structure Phase Mapping: Combining Deep Learning with
Constraint Reasoning

Automating Crystal-Structure Phase Mapping: Combining Deep Learning with Constraint Reasoning

21 August 2021

Sebastian Ament

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Papers citing "Automating Crystal-Structure Phase Mapping: Combining Deep Learning with Constraint Reasoning"

17 / 17 papers shown

Title
$End-to-End Crystal Structure Prediction from Powder X-Ray Diffraction$ End-to-End Crystal Structure Prediction from Powder X-Ray Diffraction Qingsi Lai Lin Yao Zhifeng Gao Siyuan Liu Hongshuai Wang ... Di He Liwei Wang Cheng Wang Guolin Ke Guolin Ke 67 8 0 08 Jan 2024
Materials Representation and Transfer Learning for Multi-Property Prediction Shufeng Kong D. Guevarra Carla P. Gomes J. Gregoire AI4CE 42 43 0 04 Jun 2021
Neurosymbolic AI: The 3rd Wave Artur Garcez Luís C. Lamb NAI 102 310 0 10 Dec 2020
Self-supervised Visual Feature Learning with Deep Neural Networks: A Survey Longlong Jing Yingli Tian SSL 135 1,700 0 16 Feb 2019
End-to-End Learning for the Deep Multivariate Probit Model Di Chen Yexiang Xue Carla P. Gomes 55 22 0 22 Mar 2018
GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models Jiaxuan You Rex Ying Xiang Ren William L. Hamilton J. Leskovec GNN BDL 116 851 0 24 Feb 2018
$Unsupervised Phase Mapping of X-ray Diffraction Data by Nonnegative Matrix Factorization Integrated with Custom Clustering$ Unsupervised Phase Mapping of X-ray Diffraction Data by Nonnegative Matrix Factorization Integrated with Custom Clustering V. Stanev V. Vesselinov A. Kusne Graham Antoszewski Takeuchi Boian S. Alexandrov 41 94 0 20 Feb 2018
A Semantic Loss Function for Deep Learning with Symbolic Knowledge Jingyi Xu Zilu Zhang Tal Friedman Yitao Liang Guy Van den Broeck 97 452 0 29 Nov 2017
Dynamic Routing Between Capsules S. Sabour Nicholas Frosst Geoffrey E. Hinton 177 4,602 0 26 Oct 2017
EMNIST: an extension of MNIST to handwritten letters Gregory Cohen Saeed Afshar J. Tapson André van Schaik 63 720 0 17 Feb 2017
Deep Multi-Species Embedding Di Chen Yexiang Xue Shuo Chen Daniel Fink Carla P. Gomes 39 49 0 28 Sep 2016
Harnessing Deep Neural Networks with Logic Rules Zhiting Hu Xuezhe Ma Zhengzhong Liu Eduard H. Hovy Eric Xing AI4CE NAI 56 614 0 21 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 Dec 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.9K 150,260 0 22 Dec 2014
Conditional Generative Adversarial Nets M. Berk Mirza Simon Osindero GAN SyDa AI4CE 258 10,419 0 06 Nov 2014
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 477 43,685 0 17 Sep 2014
Speech Recognition with Deep Recurrent Neural Networks Alex Graves Abdel-rahman Mohamed Geoffrey E. Hinton 226 8,523 0 22 Mar 2013

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