#MaterialsInformatics

Alloybase

@alloybase.app

3 days ago

Alloybase is now in public beta.

Query 13+ OPTIMADE-compliant materials databases in a single request. Unified schema, source attribution on every row.

alloybase.app

#MaterialsInformatics #OPTIMADE #MaterialsScience

Jisso News

@jissonews.bsky.social

1 week ago

2026年03月23日に日本表面真空学会 #JVSS が【表面科学セミナー2026 実践！インフォマティクスと自律計測の基礎と応用】を開催。講演3件と個別相談会 (現地参加者のみ)。東京都大田区・大田区産業プラザPiOおよびオンラインにて。案内(PDF)は buff.ly/RhK6Wka に、詳細は buff.ly/CLo03jA に。
#Seminar #SurfaceScience #MaterialsInformatics

Journal of Machine Learning for Modeling and Computing

@jmlmc.bsky.social

2 months ago

31 citations: Neural ODE framework infers internal material states from observable quantities using Coleman-Gurtin theory. Dual networks respect thermodynamic laws through constrained weights.

📖 www.dl.begellhouse.com/journals/558...

#PhysicsGuidedML #MaterialsInformatics

German National Research Data Infrastructure (NFDI)

@nfdi.de

2 months ago

#NFDI #FAIRmat #NOMAD #FAIRdata
#MaterialsScience #OpenData #ResearchDataManagement #RDM #DataDrivenScience #MaterialsInformatics

De Gruyter Brill - Innovations in Molecular & Materials Science

@degruyterbrillimms.bsky.social

2 months ago

Deep learning in-depth analysis of crystal graph convolutional neural networks:

This review evaluates #CGCNN in #MaterialsInformatics, detailing architecture, limitations, and integration with #GenerativeModels, while outlining benchmarking and strategies to advance data‑driven #MaterialsDiscovery.

#OpenAccess in Nanotechnology Reviews: doi.org/10.1515/ntre...

Abdul Rahman

@abdulrahmankhan.bsky.social

4 months ago

Connected 2 Future - End-to-End Digital Solutions Connected 2 Future offers cutting-edge digital solutions including AI automation, Web3 development, AR/VR experiences, digital marketing, and more.

Quick Knowledge Drop — Trend
🔍 What is #MaterialsInformatics?
➡️ Applying machine learning to discover, design & optimise materials
✅ Faster experimentation
✅ Less costly prototyping
✅ Smarter insights from massive datasets
Innovation starts here! 🚀
🌐 c2f.lovable.app