posted by user: avadhutsardeshmukh || 2191 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

KDD 2026   32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining
AMLDS 2026   IEEE--2026 2nd International Conference on Advanced Machine Learning and Data Science
AICCSA 2026   The ACS/IEEE 23rd International Conference on Computer Systems and Applications
Ei/Scopus-CMLDS 2026   2026 3rd International Conference on Computing, Machine Learning and Data Science (CMLDS 2026)
IJCSIT 2026   International Journal of Computer Science and Information Technology - H-index 61
CVIPPR 2026   2026 4th Asia Conference on Computer Vision, Image Processing and Pattern Recognition (CVIPPR 2026)
MACLEAN @ ECML PKDD 2026   Workshop on MAChine Learning for EArth ObservatioN (MACLEAN) at ECML PKDD 2026
CACML 2026   2026 5th Asia Conference on Algorithms, Computing and Machine Learning (CACML 2026)
AITC--EI 2026   2026 8th International Artificial Intelligence Technology Conference (AITC 2026)
CNCIT 2026   2026 5th International Conference on Networks, Communications and Information Technology