Journal of Materials Informatics

🧐Share a Perspective from Prof. Zhilong Wang & Prof. @Fengqi_You (Cornell University) 💡Topic: The synergy of geometric tolerance factor and machine learning in discovering stable materials Click here: oaepublish.com/articles/jmi.2… #JMI #materialsinformatics #machinelearning

JMI Resent paper from State Key Laboratory of High Performance Ceramics 🦾Topic: Agentic material science 😄Click: oaepublish.com/articles/jmi.2…

🔬New in JMI: Ultralow thermal conductivity via weak interactions in PbSe/PbTe monolayer heterostructure for thermoelectric design Open access👉 oaepublish.com/articles/jmi.2… #MaterialsInformatics #ThermoelectricMaterials #2DHeterostructure #LowThermalConductivity #MachineLearning

🎄Journal of Materials Informatics wishes all our authors, reviewers, readers, and the entire materials community a Merry Christmas and a Happy New Year! Thank you for your continued support in 2025. May the coming year bring groundbreaking discoveries and joyful collaborations.

📚Highly recommend JMI Special Issue: “Advances in Machine Learning for Photoelectric Materials Research and Applications” 5 excellent OA articles on ML-driven advances in photoelectric materials — prediction, optimization, and design. 👉oaepublish.com/specials/jmi.2…

🔬New in JMI: Deep learning-enhanced cellular automaton framework for modeling static recrystallization behavior Open access👉oaepublish.com/articles/jmi.2… #MaterialsInformatics #StaticRecrystallization #MachineLearningModeling

@elonmusk Hi Elon, we're from Journal of Materials Informatics (JMI, first IF 5.6 in 2025, Q2), a leading open-access journal bridging AI/ML and materials discovery. Would xAI be interested in collaborating? Ideas: Guest-editing a special issue, or a joint webinar on AI in materials design

The Boring Company is so underrated lol

🔬New in JMI: Exploring materials data through collaboration: 2024 KRICT ChemDX Hackathon Open access👉oaepublish.com/articles/jmi.2… #DataDrivenResearch #MaterialsInformatics #ChemDX

🔬 New in JMI: RF-NSGA-II framework for inverse design of high-performance Mg-Gd-based magnesium alloys Open access👉oaepublish.com/articles/jmi.2… #RFNSGAII #InverseDesign #MgAlloys

🔬 New in JMI: Stacked machine learning for accurate and interpretable prediction of MXenes’ work function Open access👉oaepublish.com/articles/jmi.2… #MXene #MachineLearning #MaterialsInformatics

🔬 New in JMI: Unlocking the future of materials science: key insights from the DCTMD workshop Open access 👉oaepublish.com/articles/jmi.2… #MaterialsScience #AI #AutonomousLabs

⏰ 2 months left to enjoy JMI’s APC Gratitude Season! 💰 APC = USD 1,500 (orig. 2,600) 📅 Valid until Dec 31, 2025 Don’t miss this 10th Anniversary offer—submit your work today! 👉oaecenter.com/login?JournalI… #OpenAccess #MaterialsInformatics #AI #DataDrivenScience

🚀JMI Vol.5 Issue 3 (2025) is out! 13 open-access papers on AI & ML in materials science: photovoltaics, thermoelectrics, high-temp alloys, polymers, flame-retardants & asphalt Highlights: PIML, symbolic regression, active learning & multiscale modeling 🔗oaepublish.com/volumes/jmi.938

🌋 Now Open for Submissions! Predictive Materials Informatics for Extreme Conditions Harness AI, ML, and data-driven models to understand and design materials for harsh environments. 🔗 oaepublish.com/specials/jmi.1… #AI #MaterialsInformatics #ExtremeEnvironments #ResearchCall

🔥 Must-read! Prof. Lei Shen’s team (NUS) reviews ML interatomic potentials & Hamiltonians—key advances, challenges, and trends driving AI4Science & materials discovery. 👉 Dive in: oaepublish.com/articles/jmi.2… #AI4Science #MachineLearning #MaterialsInformatics

📞Call for papers: Special Issue on Data-Driven Discovery & Optimization of Nanomaterials. 💡Share your work on ML/AI, high-throughput screening, optimization, and graph-based approaches for nanomaterials. 📅 Deadline: Mar 31, 2026 🔗 oaepublish.com/specials/jmi.1…

How is AI reshaping materials discovery and design? 💡 Prof. Taylor Sparks shares his journey and insights in a fascinating conversation with JMI. Don’t miss it! 📽️：oaepublish.com/interviews/jmi…

📢 Ready to submit to JMI? We’re seeking cutting-edge research at the intersection of materials, data, and intelligence. 📄 Your next big paper deserves a global stage — and JMI is it. 🔗oaepublish.com/jmi #JMI #CallForPapers #MaterialsScience #AI

🎉 Congratulations! 47 Editorial Board Members and 38 Junior Editorial Board Members of Journal of Materials Informatics (JMI) are recognized in the Stanford/Elsevier’s Top 2% Scientists 2025 list! 👏 #JMI #ScienceExcellence

👏 Call for Papers! Special Issue on Solar Energy Conversion & Storage ☀️ Perovskite Solar Cells ⚡ Electrochemical Energy Storage 🔋 Photocatalytic Materials 📝 Submit by June 30， 2026 🔗oaepublish.com/specials/energ… #SolarEnergy #RenewableEnergy #Nanomaterials #EnergyStorage