분기 논문 동향 — 2026-W32~W36

이번 분기 핵심 변화

총 271→421편 (+55%)
↑ 기타 23%→43% (+20%p)
↓ 액체전해질 27%→15% (-12%p)
↓ 전고체(ASSB) 22%→17% (-5%p)
IF tier: ⭐⭐⭐ 5%→4%, ⭐⭐ 10%→7%

⚠️ 이 리포트는 내 Google Scholar 피드 슬라이스에 대한 분석이며, 해당 분야 문헌 전체를 대표하지 않습니다.

🏷️ 이 분기 요약 기준 4종 혼재 (v1.4, v1.4-ab-codex, v1.4-ab-gemtext, v1.4-ab-pdf) — 필드 일관성 주의.

한눈에

논문 421편

토픽(tag) 분포

Si-LIB31

ASSB72

Cathode75

IF tier(star) 분포

⭐⭐⭐18

⭐⭐29

⭐134

(IF<10/미상)240

주요 venue

Nature Communications31

Advanced Functional Materials23

Advanced Energy Materials16

Chemical Engineering Journal15

Advanced Materials13

Journal of Energy Storage12

Energy storage materials12

Journal of Power Sources10

Journal of Ethnic and Migration Studies10

Unknown9

📊 직전 대비 (2026-W28~W31 → 2026-W32~W36)

전체: 271편(4주) → 421편(5주)

섹션 증감

음극+8

양극+19

전고체(ASSB)+13

액체전해질-9

기타+119

음극 23
31

양극 56
75

전고체(ASSB) 59
72

액체전해질 72
63

기타 61
180

섹션 점유율(이번)

음극 7%양극 18%전고체(ASSB) 17%액체전해질 15%기타 43%

IF tier 증감

⭐⭐⭐+5

⭐⭐+2

⭐+38

(IF<10/미상)+105

IF tier 믹스(이번)

⭐⭐⭐ 4%⭐⭐ 7%⭐ 32%(IF<10/미상) 57%

📈 추이

전체 271→421

음극 23→31

양극 56→75

전고체(ASSB) 59→72

액체전해질 73→63

기타 60→180

⭐⭐⭐ 13→18

⭐⭐ 27→29

⭐ 96→134

(IF<10/미상) 135→240

🔑 키워드 추이

뜨는

리튬 과잉 층상 양극 3→7

나트륨 이온 전지 16→19

할라이드 고체전해질 5→7

황화물 고체전해질 14→16

Li 도금 안정화 3→4

식는

고체전해질 Li⁺ 전도도 5→1

바나듐 흐름전지 전해질 5→2

양극 고속율 용량성 기여 3→0

하이브리드 음극 계면 4→1

무음극 리튬금속 3→1

신규

열안전 가스방출 분석 0→6

Si 음극 바인더 점착력 0→2

Si 음극 부피 팽창 제어 0→2

SiO 탄소 복합 도전성 0→2

⭐ 주목 논문 (IF≥20)

Diffusion-like overpotentials from non-diffusion mechanisms in battery particles — Nature Energy ⭐⭐⭐ · [액체전해질] 🔗
Diffusionless mechanisms produce diffusion-like electrochemistry in battery particles — Nature Energy ⭐⭐⭐ · [액체전해질] 🔗
Quantifying the impact of cell-to-cell inconsistency on electric vehicle battery degradation and utilization — Nature Energy ⭐⭐⭐ · [기타] 🔗
Author Correction: A ductile solid electrolyte interphase for solid-state batteries — Nature ⭐⭐⭐ · [전고체(ASSB)] 🔗
Learning millisecond protein dynamics from what is missing in NMR spectra — Nature ⭐⭐⭐ · [기타] 🔗
Interfacial Chemistry of Layered Oxide Cathodes for Sodium-Ion Batteries: A Review — Electrochemical Energy Reviews ⭐⭐⭐ · [양극] 🔗
Generative design of bacteriophages with genome language models — Science ⭐⭐⭐ · [기타] 🔗
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 ⭐⭐⭐ · [양극] 🔗
Strategies of Designing High-Efficiency Electrolyte Additives for Aqueous Magnesium Batteries: A Review — Nano-Micro Letters ⭐⭐⭐ · [기타] 🔗
Triggering conversion in vanadium electrodes — Nature Materials ⭐⭐⭐ · [기타] 🔗
Void suppressive lithium anodes for all-solid-state batteries — Nature Materials ⭐⭐⭐ · [전고체(ASSB)] 🔗
Multi-element nanoscale doping of iron-rich sodium layered oxides enables ampere-hour-level Na-ion batteries — Nature Nanotechnology ⭐⭐⭐ · [기타] 🔗
Author Correction: Electrostatic regulation of solvation chemistry enables ampere-hour-scale high-energy lithium metal batteries — Nature Nanotechnology ⭐⭐⭐ · [기타] 🔗
An open access solid-state battery cell database to advance visualization, search, analysis, and AI data extraction — Joule ⭐⭐⭐ · [전고체(ASSB)] 🔗
Efficient battery electrolyte design for electric aircraft driven by physics-augmented AI — Joule ⭐⭐⭐ · [액체전해질] 🔗

🗺️ 토픽 지도

기타 (180편)

하위토픽 10개

세포 대사체 정량 · 40편 · A Robust IsotopeRatio LC–MS/MS Workflow forHigh-Throughput Metabolic Profiling of Bacteria — Analytical Chemistry 🔗 / Robust out-of-distribution prediction of Buchwald–Hartwig reactions — Nature Computational Science 🔗
산소 환원 완전성 · 29편 · Enhancing the longevity of lithium-manganese-rich layered oxides by promoting oxygen redox reversibility — Nature Communications ⭐ 🔗 / Multi-element nanoscale doping of iron-rich sodium layered oxides enables ampere-hour-level Na-ion batteries — Nature Nanotechnology ⭐⭐⭐ 🔗
다공성 Si@C 음극재 · 26편 · Porous Si@C anode fabricated via SBR-latex templating and phenol-formaldehyde resin coating for lithium-ion batteries — Materials Letters 🔗 / Fabrication of nitrogen-doped carbon-coated antimony tungstate flower clusters and their application in high-performance anode for lithium-ion battery — Journal of Electroanalytical Chemistry 🔗
Li2O 고체전해질 특성 · 24편 · Reviewing Li₂O in solid electrolyte interphases: from intrinsic properties and interfacial chemistry to rational interphase design — Nanoscale 🔗 / Engineering high-voltage stable electrolytes for high-energy-density lithium-ion batteries: Fundamental challenges, molecular regulation — Journal of Power Sources 🔗
인도주의 이주 거버넌스 · 15편 · The five logics of the humanitarian migrant services industry — Ethnic and Racial Studies 🔗 / Doing and undoing categories in migration — Journal of Ethnic and Migration Studies 🔗
혈류 전단 m7G 메틸화 · 11편 · Mechanosensitive Endothelial METTL7A Regulates Internal m⁷G mRNA Methylation and Protects Against Atherosclerosis — Circulation 🔗 / Plasticity of human microglia and brain perivascular macrophages in aging and Alzheimer’s disease — Nature Genetics 🔗
경두개 자극 운동감각 · 11편 · Targeted neuromodulation of perceptual decision-making networks causally dissociates sensory and metacognitive performance — Communications Biology 🔗 / Methodological guidance for predictor variable selection for adolescent smoking outcomes in Global Youth Tobacco Survey using R and Python — Frontiers in Applied Mathematics and Statistics 🔗
인간-AI 협력 설계 · 11편 · A Survey on Human-AI Collaboration with Large Foundation Models — ACM Transactions on Intelligent Systems and Technology 🔗 / Towards Trustworthy Retrieval Augmented Generation for Large Language Models: A Survey — ACM Computing Surveys 🔗
온라인 조직화 탐지 · 9편 · Detection and Characterization of Coordinated Online Behavior: A Survey — ACM Computing Surveys 🔗 / The policy construction of illegal markets: Exploring variation, success, failure, and unintended consequences — Proceedings of the National Academy of Sciences 🔗
CDC42 변이 인플라마좀 · 4편 · An N-terminal CDC42 T43I variant reveals the mechanism of pyrin inflammasome activation — Science Immunology 🔗 / An autoinflammatory CDC42 variant M45L demonstrates the mechanism of pyrin inflammasome activation — Science Immunology 🔗

양극 (75편)

하위토픽 8개

NaCl 도핑 양극 성능 · 20편 · Single crystalline cathode of NaCl-assisted NMC532 for enhancing lithium-ion battery performance — Results in Surfaces and Interfaces 🔗 / Charge Transfer-DrivenInterfacial Bonding BoostsCyclability of Al2O3-Coated NCM523 forLithium-Ion Batteries — Inorganic Chemistry 🔗
Li 금속 고에너지 개선 · 14편 · Nanofiber-Reinforced Composite Polymer Electrolyte Enables Continuous Lithium-Ion Transport and Anion-Rich Solvation Structure for 670 Wh kg–1 Lithium Batteries — Journal of the American Chemical Society ⭐ 🔗 / Li₆.₄La₃Zr₁.₄Ta₀.₆O ₁₂ ‐Reinforced Hybrid Eutectic Polymer Electrolyte With Balancing Ionic Conductivity and Mechanical Strength for Lithium Metal Batteries — Battery energy 🔗
폐배터리 양극재 재활용 · 10편 · SiCl4-Assisted Calcination Strategy for Lithium Recovery and Regeneration of Cathodes — ACS Sustainable Resource Management 🔗 / A Integrated Recycling Strategy for Selective Lithium Separation and Reconstruction of Mixed Spent Cathodes for Water Oxidation — Advanced Functional Materials ⭐ 🔗
탈용매화 희박전해질 · 10편 · A Comprehensive Review of Liquid Electrolyte Engineering for High−Energy Lithium Metal Batteries — Batteries 🔗 / Degradation Origins and Performance Optimization Guidelines of Ni-Rich Layered Oxide Cathode Materials for Next-generation Lithium-ion Batteries — EES batteries. 🔗
리튬 과잉 층상 양극 · 7편 · Preserving the reversibility of oxygen redox to stabilize Li-rich cathodes for long-life and high-energy lithium-ion batteries — Chemical Engineering Journal ⭐ 🔗 / Silver oxide coating for improving the performance of Li-rich Mn-based cathode in lithium-ion batteries — Journal of Electroanalytical Chemistry 🔗
Ti 도핑 NMM 양극재 · 7편 · Ti4+ doping inhibits Li+/Ni2+ cation mixing and boosts Li+ diffusion kinetics of co-free LiNi0.9Mg0.05Mn0.05O2 cathode for high stability Li-ion batteries — Inorganic Chemistry Communications 🔗 / Niobium doping suppresses cation mixing and reinforces structural integrity in ternary cathodes for enhanced lithium-ion battery — Vacuum 🔗
다중스케일 양극 구조 · 4편 · Advancement in anode and cathode materials development for lithium-ion batteries: an overview of future prospects — Ionics 🔗 / Sulfur cathode design for high-energy-density metal–sulfur batteries: from liquid to solid electrolyte cells — Chemical Society Reviews 🔗
Li/Gr 황 양극 사이클 · 3편 · An Integrated Cell Design for Li-Free Cathodes Enables 5000-Cycle Graphite–SPAN Cells — ACS Energy Letters ⭐ 🔗 / Reconstructing Solvation Structure via Strongly Nucleophilic Anions for High‐Rate and Low‐Temperature Graphite||LFP Pouch Cells in PC‐Based Electrolyte — Advanced Energy Materials ⭐⭐ 🔗

전고체(ASSB) (72편)

하위토픽 7개

황화물 고체전해질 · 16편 · Liquid-phase synthesis of a series of superionic sulfide electrolytes for all-solid-state lithium-sulfur battery — Nature Communications ⭐ 🔗 / Surface-Oxidized Sulfide Solid Electrolyte for Highly Stable All-Solid-State Batteries — Chemical Communications 🔗
전고체 고에너지밀도 · 13편 · Multi‐Physical Field Coupling Mechanisms and Multi‐Scale Design for All‐Solid‐State Lithium Batteries — Advanced Materials ⭐⭐ 🔗 / In Situ Local Resistance Analysis of Mechanical Degradation in All‐Solid‐State Batteries — Advanced Science ⭐ 🔗
Li-Zr-CNO 고체전해질 · 13편 · Single-Layer Oxyhalide-Nitride Solid-State Electrolyte Membrane for High-Energy-Density All-Solid-State Lithium Batteries — Nano Letters 🔗 / Oxygen-MediatedNanocrystalline–Amorphous LaCl 3 -BasedComposite Electrolytes for All-Solid-StateLithium Batteries — ACS Nano ⭐ 🔗
SiI4 계면 안정화 · 12편 · Mixed conducting interlayer with self-regulating electronic/ionic conductivity for Li-metal solid state batteries — Chemical Engineering Journal ⭐ 🔗 / Garnet‐Induced Amorphization of Fluoride Solid Electrolyte Interlayer Enables High‐Voltage and Large‐Capacity Lithium Metal Solid‐State Batteries — Advanced Energy Materials ⭐⭐ 🔗
할라이드 고체전해질 · 7편 · Modulating Local Structure of Amorphous Oxyhalide to Achieve High‐Rate and Ultra‐Stable All‐Solid‐State Lithium Battery — Advanced Materials ⭐⭐ 🔗 / Halide Solid‐State Electrolytes for all‐Solid‐State Lithium Batteries: Structure, Transport, Interface Relationships and Design Principles — Advanced Energy Materials ⭐⭐ 🔗
Al-Si-Li 합금 음극 · 7편 · Net-like Al–Si Anode Integrating Structural Anchoring with Built-In 3D Ion Channels for High-Power-Density All-Solid-State Lithium Batteries — ACS Applied Materials & Interfaces 🔗 / Evaluation of nanostructured silicon based anodes with enhanced cycling stability for all solid state lithium batteries — Discover Electrochemistry. 🔗
Li 도금 안정화 · 4편 · Two-step sintering enabled Li6PS5Cl with air stability and long cycle life for all-solid-state lithium batteries — Journal of Energy Chemistry ⭐ 🔗 / Dual mutual-philic interfaces enabled by a facile Li-Si anode for scalable and long-cycle-life all-solid-state batteries — Energy storage materials ⭐ 🔗

액체전해질 (63편)

하위토픽 6개

고농도 폴리머전해질 · 19편 · Solvation‐Preserving Gelation of Localized High‐Concentration Electrolytes for Lithium Metal Batteries — Advanced Materials ⭐⭐ 🔗 / Molecular design of methylated fluorinated-ether electrolytes for high-voltage lithium-metal batteries — Nano Research 🔗
희박 ZnSO4 안정성 · 19편 · Dilute electrolytes for suppressing metal anode corrosion during calendar aging and cycling in aqueous zinc batteries — Unknown 🔗 / Electrostatic-interaction-tailored PAM-PA-ChCl deep-eutectic gel electrolyte for high-performance zinc‑iodine batteries — Chemical Engineering Journal ⭐ 🔗
나트륨 이온 전지 전해질 · 12편 · A Fluorine‐Free, Low Ion Pair Electrolyte for Transition Metal‐Free and Halogen‐Free Sodium Batteries — Advanced Energy Materials ⭐⭐ 🔗 / Understanding the Electrolyte‐Hard Carbon Interphase Synergy in Sodium‐Ion Batteries: From Mechanistic Insights to Design Strategies — Advanced Energy Materials ⭐⭐ 🔗
PVDF-HFP 겔 전해질 · 4편 · Enabling extreme-condition-adaptive high‑nickel lithium metal batteries via a nitrile-based gel polymer electrolyte with selective ion transport — Chemical Engineering Journal ⭐ 🔗 / Flame-retardant phosphoryl-carbonyl ligands enabling safe and stable poly(ethylene oxide)-based polymer electrolytes for lithium metal batteries — Journal of Energy Storage ⭐ 🔗
저온 구동 전해질 · 4편 · Tuning Carbonate Solvation via Electrolyte Engineering Toward Robust Low-Temperature Lithium Metal Batteries — ACS Applied Materials & Interfaces 🔗 / Dual-phase engineering of CFx electrode and interphase enables low-temperature Li||CFx batteries — Nature Communications ⭐ 🔗
전극 다공성 임피던스 · 3편 · Diffusion-like overpotentials from non-diffusion mechanisms in battery particles — Nature Energy ⭐⭐⭐ 🔗 / Diffusionless mechanisms produce diffusion-like electrochemistry in battery particles — Nature Energy ⭐⭐⭐ 🔗

음극 (31편)

하위토픽 3개

Si 탄소 복합 음극 강화 · 12편 · All‐in‐One Interface Engineering From Bulk to Electrode Toward High‐Performance Micro‐Sized Silicon Anodes — Small ⭐ 🔗 / Silicon Nitride‐Enabled Mechanical Reinforcement and Interfacial Catalysis Toward Highly Stable Silicon‐Based Anodes — Small ⭐ 🔗
포러스 Si/C 고율 성능 · 11편 · Iron‐Driven Internal Percolation Enables Topological Construction of 3D Interconnected Porous Si@C Anodes — Small Methods 🔗 / Spatiotemporally coupled sulfur chemistry for stable silicon-90+ anodes — Nature Communications ⭐ 🔗
P-Si/C 산업화 실현 · 8편 · Atomic Precision Engineered Silicon‐Carbon Composites for High‐Durability and Low‐Swelling Lithium‐Ion Batteries — Advanced Energy Materials ⭐⭐ 🔗 / Encounter of silicon and carbon: thorns and rebirth of silicon-carbon anodes in lithium-ion batteries — Applied Energy 🔗

🔀 횡단 주제

나트륨 이온 전지 — 19편 (기타11·양극4·액체전해질3·전고체(ASSB)1)

열안전 가스방출 분석 — 6편 (액체전해질2·양극2·기타1·전고체(ASSB)1)

MXene 복합 전극 — 2편 (양극1·음극1)

🌱 시드 후보 (미등록 주요 잔여 클러스터)

[기타] 세포 대사체 정량 · 40편 · 다양한 박테리아의 고처리량 대사 프로파일링을 위한 강건한 Isotope-Ratio LC–MS/MS 워크플로 / Buchwald–Hartwig 반응의 견고한 분포 외 예측
[기타] 산소 환원 완전성 · 29편 · 산소 산화환원 가역성 촉진을 통한 리튬-망간 풍부 층상 산화물의 수명 향상 / 철이 풍부한 나트륨 층상산화물의 다원소 나노스케일 도핑으로 암페어-시간급 Na-이온 전지 구현
[기타] 다공성 Si@C 음극재 · 26편 · 리튬 이온 배터리용 SBR-라텍스 템플릿 및 페놀-포름알데히드 수지 코팅을 통해 제조된 다공성 Si@C 음극 / 리튬 이온 배터리용 고성능 음극으로서 질소 도핑 탄소 코팅 산화안티몬텅스텐 플라워 클러스터의 제조 및 응용

반복 등장하는 주제는 lab/data/trend_seeds.yaml 에 시드로 승격하세요.