분기 논문 동향 — 2026-W01~W36-IF20
이번 분기 핵심 변화
- 총 135→242편 (+79%)
- ↑ 액체전해질 14%→26% (+12%p)
- ↑ 양극 8%→11% (+3%p)
- ↓ 고체전해질 36%→22% (-14%p)
- ↓ 음극 24%→19% (-5%p)
- IF tier: ⭐⭐⭐ 30%→32%, ⭐⭐ 70%→68%
⚠️ 이 리포트는 내 Google Scholar 피드 슬라이스에 대한 분석이며, 해당 분야 문헌 전체를 대표하지 않습니다.
🏷️ 이 분기 요약 기준 2종 혼재 (v1.4, v1.4-ab-codex) — 필드 일관성 주의.
한눈에
논문 242편
토픽(tag) 분포
ASSB94
Cathode54
Si-LIB16
셀 화학
전고체(ASSB)96
기타 화학13
리튬-황16
LIB77
리튬금속25
나트륨이온15
IF tier(star) 분포
⭐⭐⭐77
⭐⭐165
주요 venue
Advanced Energy Materials85
Advanced Materials67
Joule17
Nano-Micro Letters15
Energy & Environmental Science10
Nature Nanotechnology8
Carbon Energy8
Nature Energy8
eScience6
Nature6
📊 직전 대비 (2025-W17~W52-IF20 → 2026-W01~W36-IF20)
전체: 135편(36주) → 242편(36주)
섹션 증감
음극+15
양극+15
고체전해질+6
액체전해질+45
기타+26
음극 32
47
양극 11
26
고체전해질 48
54
액체전해질 19
64
기타 25
51
섹션 점유율(이번)
음극 19%양극 11%고체전해질 22%액체전해질 26%기타 21%
IF tier 증감
⭐⭐⭐+37
⭐⭐+70
⭐+0
(IF<10/미상)+0
IF tier 믹스(이번)
⭐⭐⭐ 32%⭐⭐ 68%⭐ 0%(IF<10/미상) 0%
⭐ 주목 논문 (IF≥20)
- Mechanistic understanding of interphase-driven ageing in silicon anodes — Nature Energy ⭐⭐⭐ · [음극] 🔗
- Quantifying the self-discharge rate of solid-state batteries — Nature Energy ⭐⭐⭐ · [기타] 🔗
- Scaling vanadium flow battery for long-duration energy storage — Nature Energy ⭐⭐⭐ · [기타] 🔗
- The interplay between stack pressure, mechanical expansion and degradation pathways in lithium-ion batteries — Nature Energy ⭐⭐⭐ · [기타] 🔗
- Challenges and trends in automotive battery recycling — Nature Energy ⭐⭐⭐ · [기타] 🔗
- Diffusion-like overpotentials from non-diffusion mechanisms in battery particles — Nature Energy ⭐⭐⭐ · [기타] 🔗
- Diffusionless mechanisms produce diffusion-like electrochemistry in battery particles — Nature Energy ⭐⭐⭐ · [기타] 🔗
- Quantifying the impact of cell-to-cell inconsistency on electric vehicle battery degradation and utilization — Nature Energy ⭐⭐⭐ · [기타] 🔗
- Anode-Free Batteries: Pioneering Energy Storage Revolution — Chemical Reviews ⭐⭐⭐ · [음극] 🔗
- Interfaces in All-Solid-State Li Metal Batteries: From Fundamental Research to Practical Applications — Chemical Reviews ⭐⭐⭐ · [고체전해질] 🔗
- Fast formation to reinforce lithium-rich cathodes — Nature ⭐⭐⭐ · [양극] 🔗
- Revealing competitive interfacial reactions in high-energy Li–S batteries — Nature ⭐⭐⭐ · [기타] 🔗
- Dendrite initiation and deflection in biaxially stressed solid electrolytes — Nature ⭐⭐⭐ · [고체전해질] 🔗
- Single-phase gradient-solvation-electrolyte-stabilized Li metal batteries — Nature ⭐⭐⭐ · [액체전해질] 🔗
- Avalanche-like intercalation and intraparticle correlations in graphite — Nature ⭐⭐⭐ · [기타] 🔗
🗺️ 토픽 지도
액체전해질 (64편)
14%→26%로 64편 증가, 주로 이온성 폴리머 고전압 전해질(25편)과 용매화 구조 설계(7편) 기술에 집중. Single-phase gradient-solvation-electrolyte 설계가 750 사이클 이상, 80–96% 용량 유지율을 달성.
하위토픽 9개
- 이온성 폴리머 고전압 전해질 · 25편 · Intramolecular Polarization‐Mediated Solvation and Interphase Engineering for Low‐Temperature High‐Voltage Lithium Metal Batteries — Advanced Materials ⭐⭐ 🔗 / Solvation‐Preserving Gelation of Localized High‐Concentration Electrolytes for Lithium Metal Batteries — Advanced Materials ⭐⭐ 🔗
- 용매화 구조 설계 · 7편 · Electrostatic regulation of solvation chemistry enables ampere-hour-scale high-energy lithium metal batteries — Nature Nanotechnology ⭐⭐⭐ 🔗 / Advanced Electrolyte Materials Design for High‐Energy Lithium Metal Batteries Beyond 500 Wh Kg −¹ — Advanced Materials ⭐⭐ 🔗
- 전해액 첨가제 · 7편 · High‐Rate Aqueous Aluminum‐Ion Batteries Enabled by Lewis‐Acid Chloride Electrolyte Additives and BiOI Cathodes — Advanced Energy Materials ⭐⭐ 🔗 / Molecular orchestration enables mutually reinforcing electrolyte chemistry for lithium metal batteries exceeding 500 Wh kg −¹ — Energy & Environmental Science ⭐⭐⭐ 🔗
- 약용매화 나노기공 액체전해질 · 7편 · Understanding the Electrolyte‐Hard Carbon Interphase Synergy in Sodium‐Ion Batteries: From Mechanistic Insights to Design Strategies — Advanced Energy Materials ⭐⭐ 🔗 / A Fluorine‐Free, Low Ion Pair Electrolyte for Transition Metal‐Free and Halogen‐Free Sodium Batteries — Advanced Energy Materials ⭐⭐ 🔗
- 고염도 수용 아연-산소 배터리 · 5편 · Beyond Alkaline and Neutral: Emerging Electrolyte Strategies for Rechargeable Zn-Air Batteries — EnergyChem ⭐⭐ 🔗 / A Metallic Element‐Free Halide‐Ion Battery Enabled by Dual‐halide Regulation in a Hydrogel Electrolyte — Advanced Materials ⭐⭐ 🔗
- 광온도 구동 전해액 · 4편 · Coordination–Entropy Regulation: Toward Unified Design of Hydrogel Electrolytes for Practical Wide-Temperature Zinc-Ion Batteries — Nano-Micro Letters ⭐⭐⭐ 🔗 / Enabling high-voltage and wide-temperature quasi-solid-state batteries via spatially engineered polyether electrolyte interfaces — Joule ⭐⭐⭐ 🔗
- 양극 계면 피막(CEI) · 3편 · Polyphosphates‐Based Cathode‐Electrolyte Interphase for 4.65 V LiCoO ₂ — Advanced Materials ⭐⭐ 🔗 / Enhanced Fast‐Charging Performance of High‐Mass‐Loading Mn‐Rich Li[Mn ₁‐ ₓ Fe ₓ ]PO₄Cathodes via LiF‐Less Cathode–Electrolyte Interphase — Advanced Energy Materials ⭐⭐ 🔗
- 수계·아연 전해액 · 3편 · Nano-framework electroplating enabled by chloride electrolyte engineering for long-life and high-reversibility aqueous zinc-ion batteries — eScience ⭐⭐⭐ 🔗 / Suspension Electrolyte for Protecting Aqueous Zinc Batteries From Calendar Aging — Advanced Energy Materials ⭐⭐ 🔗
- 토픽 8 · 3편 · Stabilizing the Anode and Cathode Interface Synchronously via Electrolyte-Triggered Hydrogel Interphase for Zinc Metal Batteries — Nano-Micro Letters ⭐⭐⭐ 🔗 / Review on Cathode Stabilization by Electrolyte Engineering in Aqueous Batteries — Nano-Micro Letters ⭐⭐⭐ 🔗
고체전해질 (54편)
54편 투고로 전체 비중은 36%→22%로 감소, 폴리머 고체 전해질(14편)과 자기치유 플라스틱 세라믹(9편) 중심. β-Li3N은 7.5 mA cm–2에서 4000 h 사이클링 달성, 330 MPa 쌍축 압축으로 리튬 덴드라이트 편향 제어 가능.
하위토픽 7개
- 폴리머 고체 전해질 금속리튬 · 14편 · Zwitterionic Polymer Electrolytes With Dipole‐Rotation‐Assisted Ion Conduction for Solid Lithium Metal Batteries — Advanced Materials ⭐⭐ 🔗 / Ferroelectrically Modulated Composite Polymer Electrolyte Enabling Accelerated Ion Transport and Stable Interfaces for Solid‐State Lithium Metal Batteries — Advanced Energy Materials ⭐⭐ 🔗
- 자기치유 플라스틱 세라믹 전해질 · 9편 · Toward Practical Solid‐State Lithium Batteries With High‐Nickel Cathodes: An Interface‐Centered Perspective — Advanced Materials ⭐⭐ 🔗 / Tailored Redox‐Active Catholytes Enabling High‐Rate and High‐Loading All‐Solid‐State Lithium‐Sulfur Batteries — Advanced Materials ⭐⭐ 🔗
- 기계적 압력 최적화 고체전해질 · 9편 · Perspective on Material Design and Interface Engineering toward Low‐Stack‐Pressure All‐Solid‐State Lithium Batteries — Advanced Materials ⭐⭐ 🔗 / Multi‐Physical Field Coupling Mechanisms and Multi‐Scale Design for All‐Solid‐State Lithium Batteries — Advanced Materials ⭐⭐ 🔗
- 황화물 고체전해질 · 8편 · Chemo‐Mechanical Failure and Reinforcement of Solid Electrolyte Films for Practical All‐Solid‐State Li Metal Pouch Cells — Advanced Materials ⭐⭐ 🔗 / A Stable and Reliable Li–In Alloy Counter Electrode for Sulfide‐Based All‐Solid‐State Batteries — Advanced Energy Materials ⭐⭐ 🔗
- 할라이드 고체전해질 · 6편 · Modulating Local Structure of Amorphous Oxyhalide to Achieve High‐Rate and Ultra‐Stable All‐Solid‐State Lithium Battery — Advanced Materials ⭐⭐ 🔗 / Universal Oxychlorination Strategy in Halide Solid Electrolytes for All‐Solid‐State Batteries — Advanced Energy Materials ⭐⭐ 🔗
- 산화물·가넷 고체전해질 · 5편 · Solubility-guided interlayer design toward balanced lithium metal plating and stripping in garnet solid-state batteries — Energy & Environmental Science ⭐⭐⭐ 🔗 / Conformal hetero-electrolyte interface between soft oxyhalides and garnet enables low-pressure lithium-reservoir-free solid-state batteries — Energy & Environmental Science ⭐⭐⭐ 🔗
- 철인산염-삼원 복합 양극 · 3편 · Electrochemical and Thermal Interplay in Blended Cathodes for All Solid‐State Batteries — Advanced Energy Materials ⭐⭐ 🔗 / State‐of‐Charge Dependent Aging Mechanism of Halide‐Based Composite Cathodes for All‐Solid‐State Batteries — Advanced Energy Materials ⭐⭐ 🔗
기타 (51편)
51편으로 유지, 불소폴리에테르 코팅 양극(17편)과 루테튬산화물 촉매(15편) 중심. 고체 전지 자방전 정량화에서 σe⁻ ≤ 2 × 10⁻¹⁰ S cm⁻¹ 기준 제시, VFB는 300 mA cm⁻²에서 >80% 효율 달성.
하위토픽 6개
- 불소폴리에테르 코팅 양극 · 17편 · A New Route to High‐Performance Halide‐Based Solid‐State Batteries: Perfluoropolyether Enables Ion Transport Expansion and Interfacial Protection — Advanced Energy Materials ⭐⭐ 🔗 / Bridging Large‐Scale Manufacturability and Nanoscale Interfacial Chemistry in Lithium Metal Solid‐State Batteries — Advanced Materials ⭐⭐ 🔗
- 루테튬산화물 황환원 촉매 · 15편 · Optimizing f ‐ d Hybridization Descriptor in Rare‐Earth Oxides for Efficient Sulfur Catalysis in all Solid‐State Lithium–Sulfur Batteries — Advanced Materials ⭐⭐ 🔗 / Amorphous aluminum-based oxychloride superionic conductors via cation–oxygen coupled modification for durable high-rate all-solid-state lithium batteries — Energy & Environmental Science ⭐⭐⭐ 🔗
- 층상 양극 산화 분해 메커니즘 · 8편 · Ultrahigh‐Loading Cathodes for Next‐Generation Lithium‐Ion Batteries — Advanced Energy Materials ⭐⭐ 🔗 / Interfacial polarity modulation of positive electrode active materials for high-potential lithium metal batteries — Nature Nanotechnology ⭐⭐⭐ 🔗
- 분리막·계면층 · 5편 · Nanoporous Carbon Coating of Separator Boosts Rate Capability of Cathodes in Lithium‐Ion Batteries — Advanced Materials ⭐⭐ 🔗 / Conjugated Microporous Polymer‐Based Hierarchical Porous Cathode, Separator, and Anode for Next‐Generation All‐Organic Batteries — Advanced Energy Materials ⭐⭐ 🔗
- 알칼리금속 배터리 열안전 분석 · 3편 · Battery Safety: Mechanisms, Monitoring, and Machine Intelligence — Advanced Energy Materials ⭐⭐ 🔗 / Machine Learning for Zinc‐Based Energy Storage Devices: From Data‐Driven Design to Mechanistic Insights — Advanced Energy Materials ⭐⭐ 🔗
- 폐배터리 재활용 · 3편 · Challenges and trends in automotive battery recycling — Nature Energy ⭐⭐⭐ 🔗 / Synergistic acids induced rapid cathode dissociation for material-oriented recycling of spent lithium-ion batteries — Materials Today ⭐⭐ 🔗
음극 (47편)
24%→19%로 비중 감소했으나 47편 투고, 인-규소 카본 복합(17편) 주도. LiF-rich SEI 전략이 μ-Si에서 4개월 후 90.1% 용량 유지 달성, 무음극 구조는 gravimetric 38.5%, volumetric 85.5% 에너지 밀도 향상 가능.
하위토픽 5개
- 인-규소 카본 복합 음극 · 17편 · Atomic Precision Engineered Silicon‐Carbon Composites for High‐Durability and Low‐Swelling Lithium‐Ion Batteries — Advanced Energy Materials ⭐⭐ 🔗 / Cell‐Membrane‐Inspired Conjugated Microporous Thermoset Interface for High‐Rate and Durable Silicon Anodes — Advanced Materials ⭐⭐ 🔗
- 리튬금속·무음극 · 12편 · Anchoring Atomic Ag in Ordered Oxygen Vacancies for High‐Performance Anode‐Free Lithium Metal Batteries — Advanced Energy Materials ⭐⭐ 🔗 / Anode-Free Batteries: Pioneering Energy Storage Revolution — Chemical Reviews ⭐⭐⭐ 🔗
- 코팅 안정화 인듐 리튬 음극 · 8편 · Unraveling Failure Mechanism of Indium Anodes in all‐Solid‐State Batteries — Advanced Energy Materials ⭐⭐ 🔗 / Suppressing Dendrites via Lateral Lithium Flux in Li Metal Solid-State Batteries — Energy & Environmental Science ⭐⭐⭐ 🔗
- 고강도 규소 탄소 복합 음극 · 6편 · Wheel‐Hub‐Inspired Silicon Anodes with Superior Stress Tolerance for High‐Energy Lithium‐Ion Batteries — Advanced Energy Materials ⭐⭐ 🔗 / Large‐Capacity Rechargeable Silicon–Hydrogen Gas Battery — Advanced Energy Materials ⭐⭐ 🔗
- 음극 바인더 · 4편 · Innovative Solutions for High-Performance Silicon Anodes in Lithium-Ion Batteries: Overcoming Challenges and Real-World Applications — Nano-Micro Letters ⭐⭐⭐ 🔗 / Advancing High‐Performance Si Anodes for Next‐Generation Li‐Ion Batteries: Strategies for Structural Stability, Interfacial Compatibility, and Transport Kinetics — Advanced Energy Materials ⭐⭐ 🔗
양극 (26편)
8%→11%로 26편 증가, 응력 완화 고니켈 복합(10편) 주도. 고속 형성 공정이 리튬 과리튬화 양극의 가역 용량 20% 향상, 사이클 수명 36% 이상 연장.
하위토픽 4개
- 응력 완화 고니켈 복합 양극 · 10편 · Cavity‐Engineered Polycrystalline Cathodes Resolve Stress Concentration Problem in All‐Solid‐State Lithium Metal Batteries — Advanced Materials ⭐⭐ 🔗 / 0.71% Lattice‐Mismatched Intergrowth Achieves 2000‐Cycle Stability in O3‐Type Na‐Layered Oxide Cathodes — Advanced Energy Materials ⭐⭐ 🔗
- 고니켈 층상 양극 · 7편 · Restraining Mechanochemical Failure in High‐Voltage Ni‐Rich Cathode by Coupling Bulk Lattice Pinning With Interphase Self‐Reconstruction — Advanced Energy Materials ⭐⭐ 🔗 / Stable Nickel‐Rich Layered Oxide Cathodes Enabled by Conformal AlF₃Nanoshell for High‐Voltage All‐Solid‐State Batteries — Advanced Materials ⭐⭐ 🔗
- 리튬 과잉 망간계 양극 · 5편 · Modulating Lattice Oxygen and Transport Kinetics of Li-Rich Cathodes in All-Solid-State Batteries Through Multifunctional Li3ScF6 Protective Layer — Nano-Micro Letters ⭐⭐⭐ 🔗 / Coherent twins for manufacturing thick lithium-rich battery positive electrodes — Nature Nanotechnology ⭐⭐⭐ 🔗
- LFP·폴리음이온 양극 · 4편 · Efficient Non‐Invasive Rejuvenation of Spent Lithium Iron Phosphate Batteries Through Controlled Overdischarge — Advanced Materials ⭐⭐ 🔗 / Redox-Active Ligand-Stabilized Lithium Iron Phosphate Nanoparticles for High-Performance Lithium-Ion Battery Cathode with High Capacities and Long-Term Stability — Nano-Micro Letters ⭐⭐⭐ 🔗
🔀 횡단 주제
파우치·스케일업 — 23편 (액체전해질12·기타6·음극4·고체전해질1)
리튬-황 전지 — 12편 (기타4·고체전해질3·음극3·액체전해질2)
나트륨 이온 전지 — 5편 (양극2·기타1·액체전해질1·음극1)
급속충전 — 4편 (음극2·액체전해질1·양극1)
셀 스택 압력 — 4편 (기타3·고체전해질1)
🌱 시드 후보 (미등록 주요 잔여 클러스터)
- [액체전해질] 이온성 폴리머 고전압 전해질 · 25편 · 분자내 분극 매개 용매화 및 계면상 설계를 통한 저온·고전압 리튬 금속 배터리 / 리튬 금속 배터리용 국부 고농도 전해질의 용매화 보존 젤화
- [기타] 불소폴리에테르 코팅 양극 · 17편 · 고성능 할라이드 기반 전고체전지로 가는 새로운 경로: Perfluoropolyether를 통한 이온 수송 확장 및 계면 보호 / 리튬 금속 전고체 배터리에서 대규모 제조 가능성과 나노스케일 계면 화학의 연결
- [음극] 인-규소 카본 복합 음극 · 17편 · 고내구성 및 저팽창 리튬 이온 배터리를 위한 원자 정밀 공학 실리콘-탄소 복합체 / 세포막 영감의 고율 및 내구성이 뛰어난 실리콘 음극을 위한 공액형 미세다공성 열경화성 인터페이스
반복 등장하는 주제는 lab/data/trend_seeds.yaml 에 시드로 승격하세요.