Folgen
Dipendra Jha
Dipendra Jha
PhD in Computer Science, Northwestern University
Bestätigte E-Mail-Adresse bei u.northwestern.edu
Titel
Zitiert von
Zitiert von
Jahr
ElemNet: Deep Learning the Chemistry of Materials From Only Elemental Composition
D Jha, L Ward, A Paul, W Liao, A Choudhary, C Wolverton, A Agrawal
Scientific Reports, 2018
4412018
Enhancing materials property prediction by leveraging computational and experimental data using deep transfer learning (vol 10, 5316, 2019)
D Jha, K Choudhary, F Tavazza, W Liao, A Choudhary, C Campbell, ...
NATURE COMMUNICATIONS 11 (1), 2020
281*2020
Establishing structure-property localization linkages for elastic deformation of three-dimensional high contrast composites using deep learning approaches
Z Yang, YC Yabansu, D Jha, W Liao, AN Choudhary, SR Kalidindi, ...
Acta Materialia 166, 335-345, 2019
1702019
Extracting Grain Orientations from EBSD Patterns of Polycrystalline Materials Using Convolutional Neural Networks
D Jha, S Singh, R Al-Bahrani, W Liao, A Choudhary, M De Graef, ...
Microscopy and Microanalysis 24, 497-502, 2018
712018
IRNet: A general purpose deep residual regression framework for materials discovery
D Jha, L Ward, Z Yang, C Wolverton, I Foster, W Liao, A Choudhary, ...
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
612019
Enabling deeper learning on big data for materials informatics applications
D Jha, V Gupta, L Ward, Z Yang, C Wolverton, I Foster, W Liao, ...
Scientific reports 11 (1), 4244, 2021
572021
CheMixNet: Mixed DNN architectures for predicting chemical properties using multiple molecular representations
A Paul, D Jha, R Al-Bahrani, W Liao, A Choudhary, A Agrawal
arXiv preprint arXiv:1811.08283, 2018
572018
Parallel deep convolutional neural network training by exploiting the overlapping of computation and communication
S Lee, D Jha, A Agrawal, A Choudhary, W Liao
2017 IEEE 24th international conference on high performance computing (HiPC …, 2017
452017
Transfer learning using ensemble neural networks for organic solar cell screening
A Paul, D Jha, R Al-Bahrani, W Liao, A Choudhary, A Agrawal
2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019
322019
Moving closer to experimental level materials property prediction using AI
D Jha, V Gupta, W Liao, A Choudhary, A Agrawal
Scientific reports 12 (1), 11953, 2022
262022
Peak Area Detection Network for Directly Learning Phase Regions from Raw X-ray Diffraction Patterns
D Jha, AG Kusne, R Al-Bahrani, N Nguyen, A Liao, Wei-keng, Choudhary, ...
International Joint Conference on Neural Networks, 2019
182019
A general framework combining generative adversarial networks and mixture density networks for inverse modeling in microstructural materials design
Z Yang, D Jha, A Paul, W Liao, A Choudhary, A Agrawal
arXiv preprint arXiv:2101.10553, 2021
102021
Generative adversarial networks and mixture density networks-based inverse modeling for microstructural materials design
Y Mao, Z Yang, D Jha, A Paul, W Liao, A Choudhary, A Agrawal
Integrating Materials and Manufacturing Innovation 11 (4), 637-647, 2022
92022
Designing an efficient end-to-end machine learning pipeline for real-time empty-shelf detection
D Jha, A Mahjoubfar, A Joshi
arXiv preprint arXiv:2205.13060, 2022
62022
SIGRNN: Synthetic Minority Instances Generation in Imbalanced Datasets using a Recurrent Neural Network
R Al-Bahrani, D Jha, Q Kang, S Lee, Z Yang, WK Liao, A Agrawal, ...
2021 International Conference on Pattern Recognition Applications and …, 2021
42021
PinterNet: A thematic label curation tool for large image datasets
R Liu, D Palsetia, A Paul, R Al-Bahrani, D Jha, W Liao, A Agrawal, ...
2016 IEEE International Conference on Big Data (Big Data), 2353-2362, 2016
32016
exploring xfinity: A first look at provider-enabled community networks
DK Jha, JP Rula, FE Bustamante
Passive and Active Measurement: 17th International Conference, PAM 2016 …, 2016
32016
Enhancing Phase Mapping for High-throughput X-ray Diffraction Experiments using Fuzzy Clustering
D Jha, K Narayanachari, R Zhang, D Keane, W Liao, A Choudhary, ...
2021 International Conference on Pattern Recognition Applications and …, 2021
22021
Model design and execution for empty shelf detection
D Jha, A Mahjoubfar, A Joshi
US Patent App. 18/166,918, 2023
2023
An Incremental Phase Mapping Approach for X-ray Diffraction Patterns using Binary Peak Representations
D Jha, K Narayanachari, R Zhang, J Liao, DT Keane, W Liao, ...
arXiv preprint arXiv:2211.04011, 2022
2022
Das System kann den Vorgang jetzt nicht ausführen. Versuchen Sie es später erneut.
Artikel 1–20