posted by user: avadhutsardeshmukh || 2248 views || tracked by 4 users: [display]

MLMS 2022 : First Workshop on Machine Learning for Materials Science at KDD 2022

FacebookTwitterLinkedInGoogle

Link: https://demos.rni.tcsapps.com/mlms-2022
 
When Aug 15, 2022 - Aug 15, 2022
Where Washington DC
Submission Deadline May 26, 2022
Notification Due Jun 20, 2022
Final Version Due Jun 27, 2022
Categories    applied machine learning   materials informatics   microstructure informatics   machine learning
 

Call For Papers

We invite original research papers on leveraging machine learning for materials science and engineering problems. Works on combining physics knowledge with artificial intelligence/machine learning algorithms are highly encouraged. Topics of interest include, but are not limited to, the following:

- AI/ML frameworks for process-structure-property correlations modelling
- Incorporating physics domain knowledge into deep neural networks
- Discovery of physically interpretable laws from data
- AI/ML techniques for learning and interpretation from material microstructure images
- Materials Datasets (works describing materials data sets with well-curated meta-data, e.g., microstructure images with processing, composition and properties data)

Related Resources

IEEE-IRI 2026   Short Paper and Poster Deadline Approaching - IEEE 27th International Conference on Information Reuse and Integration for Data Science (IEEE IRI’26)
IEEE-ICECCS 2026   2025 IEEE International Conference on Electronics, Communications and Computer Science (ICECCS 2026)
IEEE-IRI 2026   Short Paper And Poster Deadline Approaching IEEE 27th International Conference on Information Reuse and Integration for Data Science (IEEE IRI’26)
AMLDS 2026   IEEE--2026 2nd International Conference on Advanced Machine Learning and Data Science
KDD 2026   32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining
Ei/Scopus-ACEPE 2026   2026 3rd IEEE Asia Conference on Advances in Electrical and Power Engineering (ACEPE 2026)
AIPR 2026   SPIE--2026 9th International Conference on Artificial Intelligence and Pattern Recognition (AIPR 2026)
CVIPPR 2026   2026 4th Asia Conference on Computer Vision, Image Processing and Pattern Recognition (CVIPPR 2026)
KDD-MLF 2026   ACM SIGKDD Workshop on Machine Learning in Finance
CNCIT 2026   2026 5th International Conference on Networks, Communications and Information Technology