Latest Research in Machine Learning in Materials Science
17 research papers · 2026 median publication year
Top Research Topics in Machine Learning in Materials Science
- Perovskite Materials and Applications — 9 papers
- Machine Learning in Materials Science — 2 papers
- Materials Science — 2 papers
- Organic Light-Emitting Diodes Research — 1 papers
- Nanomaterials and Printing Technologies — 1 papers
- Quantum Dots Synthesis And Properties — 1 papers
- Thermal Radiation and Cooling Technologies — 1 papers
Highest-Cited Papers
- Regulating Charge Accumulation and Recombination in Fluorescent Blue OLEDs Using Spontaneous Orientation Polarization Active TPBi Doping of HTL
- Strong Hydrogen Bond Interaction Induced Dimensional Evolution in Aromatic Diammonium-Based Perovskite/Perovskitoid for Achieving High-Performance X-ray Detection
- Structural Origins of Forbidden Emission in Two-Dimensional Lead Halide Perovskites
- Machine Learning‐Guided Elucidation of Spacer‐Dependent Crystallization Pathways in Quasi‐2D Perovskites: Linear vs. Branched Spacer Cations
- Machine Learning‐Guided Elucidation of Spacer‐Dependent Crystallization Pathways in Quasi‐2D Perovskites: Linear vs. Branched Spacer Cations
- Molybdenum-Activated Halide Perovskites as Emerging Luminescent Materials: Advances and Challenges
- Cysteine-Based Hybrid Perovskite Exhibiting Thermally Tunable Dual-Band Photoluminescence
- Gradient Orbital Coupling in Mn‐Doped Asymmetric Units Amplifies Red Emission of NH 4 CdCl 3 for X‐Ray Scintillation Imaging
- Controlled Synthesis of Spherical Silver Powder via Bromide-Ion Capping of Silver Facets in Molten-Salt Electrodeposition for Photovoltaic Silver Paste
- Ion-Engineered Insulator-to-Semiconductor Transition in Natural 2D Biotite
- Ligand Engineering Enables Phase Selection and Improved Crystallinity in Metastable Orthorhombic AgInSe2 Nanocrystals
- Organic Metal Chalcogenide Films With Giant Birefringence
- Photon-enhanced thermionic emission for high-temperature solar energy conversion: materials, devices and emerging opportunities
- Kinetically Trapped High‐Density Interstitial Mn 2+ Enables Concentration‐Quenching‐Free Persistent Luminescence in CsCdCl 3 Perovskites
- High‐Entropy Perovskites: A Multifunctional Platform for Next‐Generation Energy and Optoelectronic Devices
- Can Strain or Anion Interchange Make an Unstable Structure Stable? Energetics, Lattice Dynamics and Strain-Tunable Band Gaps of Lithium Chalcohalide Antiperovskites (Li$_{3}$$BA$) and their Anion Interchange Variants (Li$_{3}$$AB$)
- Machine Learning‐Triggered Auto‐Discovery and Promotion of Luminescent Materials: From Predictive Modeling to Autonomous Laboratories