🔋 Atomic‐Layer Materials for Energy Storage Systems
📝 مروری بر مواد لایهاتمی برای ذخیرهسازی انرژی الکتروشیمیایی، با تمرکز بر طراحی سطح اتمی، پایداری بینسطحی و کاربرد هوش مصنوعی در بهینهسازی پوششهای ALD/MLD.
📚 Journal: Small #Small
📅 Date: 2026-10-04
⭐ Review
💡 Novelty & Significance:
This review uniquely bridges atomic-scale design of 2D materials and ALD/MLD-engineered coatings to device-level performance, degradation, and manufacturability in batteries and supercapacitors. It highlights AI/ML for optimizing coating chemistry, addresses techno-economic and scalability barriers, and provides a manufacturing framework, positioning interfacial modification and micro-energy-storage devices as near-term commercialization opportunities.
🔗 10.1002/smll.76048
🏷 atomic-layer materials · energy storage · atomic layer deposition · interfacial engineering · machine learning
Post #14820
2