posted by user: avadhutsardeshmukh || 2321 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
ICMLSC 2027   2027 The 11th International Conference on Machine Learning and Soft Computing (ICMLSC 2027)
MLDS 2026   7th International Conference on Machine Learning Techniques and Data Science
KDD-MLF 2026   ACM SIGKDD Workshop on Machine Learning in Finance
Science & Religion Forum 2026   Foundations in Science and Religion: Boundaries of Theory & Practice
Cancer Science 2026   8th World Congress on Cancer Research and Oncology
Learning & Optimization 2026   ASCE EMI Minisymposium on Probabilistic Learning, Stochastic Optimization, and Digital Twins
Science & Religion Forum 2026   Data, Laws & Evidence: Philosophy of Science in Dialogue with religious Thought
Cyber Science 2026   International Conference on Cybersecurity, Situational Awareness and Social Media
Behaviour, Learning & the Economy 2026   ERUNI ERC London Launch Workshop Behaviour, Learning & the Economy