Papers citing MLMD: a programming-free AI platform to predict and design materials
Machine learning applications in the design, optimization, and manufacturing of perovskite solar cells
Solar Energy · 2026-04-09
Peter I. Udenze, Hao Dong, Dawen Li
Read original paper ↗ ·Enhancing multi-component alloy composition prediction based on generative adversarial networks and proximal policy optimization
Scientific Reports · 2026-04-20
Shun-li Zhang, Shaobin Bai, Wen-jing Shang, Qing Liu, Peng Yu
Read original paper ↗ ·Accelerating Computational Material Discovery and Learning: First Experiences with MatterSim
Research Square · 2026-05-04
Gia Khanh Pham, Ulrick Edwin Nguegang Tsopmo, Marta Segura Cubells
Read original paper ↗ ·Hierarchical microstructure-informed constitutive modeling of composite electrodes via transfer learning under multiaxial non-monotonic histories
European Journal of Mechanics - A/Solids · 2026-06-10
Qingrong Zou, Jiaqing Du, Chuangchuang Duan, Jici Wen
Read original paper ↗ ·Artificial Intelligence for Sustainable Ceramic and Refractory Materials: A PRISMA-Guided Systematic Review of Emerging Design Strategies, Industrial Applications, and Circular Raw Material Utilization
Inorganics · 2026-06-30
Leonel Díaz-Tato, Luis Angel Iturralde Carrera, Martínez Ángeles Hugo, Cesar Augusto Navarro Rubio, Margarita Guadalupe García-Barajas, Francisco Antonio Castillo Velásquez, Jonny Paul Zavala de Paz, Juvenal Rodríguez‐Reséndiz, Edén Amaral Rodríguez-Castellanos
Read original paper ↗ ·A Comparative Study of Structural Representations for 2D Materials: Insights from Dynamic Collision Fingerprint and Matminer Library
ACS Omega · 2026-07-02
Raphael M. Tromer, Isaac M. Félix, Rafael Besse, Marcelo Lopes Pereira, M. G. E. da Luz
Read original paper ↗ ·Towards sustainable pharmaceutical manufacturing: The rise of supercritical fluid technology
Journal of Controlled Release · 2026-07-08
Shangqing Chen, Yisheng Peng, H Q Liu, Chengchao Chu, Biao‐Qi Chen, Hongwei Cheng, Gang Liu
Read original paper ↗ ·Improving predictive modeling in materials science based on data augmentation approach
Journal of Materials Science Materials in Engineering · 2026-07-10
Mohamed Hamidi, Mohamed Loutou
Read original paper ↗ ·Fatigue Data Infrastructure for Reliability Analytics: A Relational Database Framework for Traceable Fatigue Knowledge Integration
Journal of Materials Engineering and Performance · 2026-07-20
M. Sreearravind, Ramesh Kumar Subramanian
Read original paper ↗ ·Autonomous laboratories for sustainable nanomaterials discovery
Next Materials · 2026-07-23
Aarti Jathar, Beena R. Nawghare, Ketankumar A. Ganure
Read original paper ↗ ·Microstructure analysis of corundum spinel material based on AI models
Nondestructive Testing And Evaluation · 2026-08-27
Yi Yin, Jian Li, Shengli Jin, Ning Liao, Yawei Li, Xin Xu
Read original paper ↗ ·Advanced engineering of inorganic semiconductor nanowires: Materials-by-design for next-generation green energy technologies
Energy Reviews · 2026-10-01
Sunday Temitope Oyinbo, Hoe-Gil Lee, Sikiru Oluwarotimi Ismail, Tien‐Chien Jen
Read original paper ↗ ·