# Research Insights | 科研成果解读
[Project README / 项目首页](../../README.md) · [Contribution guide / 贡献指南](../../CONTRIBUTING.md) · [Research Insights template / 解读模板](REVIEW_TEMPLATE.md) · [q-density / 图谱问题](https://zwy-research.github.io/Fusion-Research-Atlas/#q-density)
**EN** This catalogue connects original research to scientific questions, contributions, bounded findings, open questions and verification tasks. It respects authors' contributions and invites corrections and new evidence. Angioni 2003, Angioni 2007, Greenwald 2007, Mordijck 2020 and Angioni 2012 have completed source-based studies; their evidence enters sixteen research records and thirty-three relationships alongside the original fifteen demonstration nodes and twenty relationships. Empirical discrimination has advanced; microscopic transport closure remains open.
**中文** 本目录将原始研究连接至科学问题、具体贡献、有适用范围的发现、开放问题及验证任务，尊重作者贡献并欢迎修订与新证据。Angioni 2003、Angioni 2007、Greenwald 2007、Mordijck 2020 和 Angioni 2012 已完成基于实际来源的研读；相关证据通过十六个科研记录和三十三条关系进入原有十五个演示节点、二十条关系组成的图谱。经验判别得到推进，微观输运闭合仍然开放。
**EN** [Mordijck 2020](papers/mordijck-2020.md) now has a complete study of the supplied accepted manuscript: 24 PDF pages, 18 figures, one table and ten numbered equations. Perturbative transport, finite-source balance and turbulence/model comparisons constrain mechanisms without uniquely identifying them.
**中文** [Mordijck 2020](papers/mordijck-2020.md) 已完成用户提供的接收稿研读：24 页 PDF、18 幅图、一张表及十个编号公式。扰动输运、有限源平衡及湍流/模型比较约束机制，但未唯一确定微观机制。
## Status and counts | 状态与统计
**FRA-03 — [Transport-closure identifiability / 输运闭合可辨识性](comparisons/fra-03-transport-closure-identifiability.md):** Conditional proofs and prescribed dimensionless computations of steady nonuniqueness, tangent-response rank and nonlinear second harmonics. Method references are scoped within the note; they do not add completed literature studies or independent physical verification. / 包含稳态非唯一性、切线响应秩及非线性二次谐波的条件性证明与指定无量纲计算；方法参考的阅读范围另列，不增加已完成文献研读或独立物理验证统计。
**FRA-02 — [Cross-study comparison / 跨研究比较](comparisons/q-density-cross-study-comparison.md):** Five-study comparison of conditions, observables, methods, bounded findings and further verification. FRA02-C01–C05 are FRA synthesis, not additional source findings. / 对照五篇研究的条件、观测量、方法、有边界发现及进一步验证；FRA02-C01–C05 为 FRA 综合分析，不是原论文新增 finding。
**EN** Implemented on `feat/fra-02-cross-study-comparison`, pending PR review; no new Release and no public deployment of this PR. In this branch’s local build, use `?view=comparison&question=q-density` or **Compare Studies** in the FRA-01 overview. Source evidence, graph nodes and return navigation remain connected. Counts remain **5 / 5 / 0**.
**中文** 已在功能分支实现，PR 待审查；未创建新 Release，公开网站尚未部署此 PR。本分支本地构建入口为 `?view=comparison&question=q-density` 或 FRA-01 总览中的**比较相关研究**，可进入来源证据、图谱节点并返回总览。统计保持 **5 / 5 / 0**。
| Status / 状态 | Distinct papers / 去重论文数 | Meaning / 含义 |
| -------------------------------------------------------------------------- | ---------------------------- | -------------------------------------------------------------------------------------------------------------------------------- |
| [Indexed Papers / 已收录论文](#indexed-papers) | **5** | Traceable paper records / 可追溯论文记录 |
| [Completed Research Studies / 已完成深入研读](#completed-research-studies) | **5** | Actual full-text and relevant-claim study, with source and access limits recorded / 已实际研读全文及相关主张，记录来源和访问边界 |
| [Independently Verified / 已完成独立验证](#independently-verified) | **0** | Specified scientific results independently reproduced or tested / 明确科研结果已独立复现或检验 |
**EN** As of 22 October 2026, based on [source records](../../public/data/electron-density.json) and the studies below. Count each normalised DOI once across domains. Source reading and claim checking are not independent verification; software validation is not physical validation.
**中文** 截至 2026 年 10 月 22 日，依据[来源记录](../../public/data/electron-density.json)及下列研读。规范化 DOI 跨领域仅计一次。原文阅读与主张检查不等于独立验证，软件检查不等于物理验证。
## Indexed Papers | 已收录论文
| Paper / 论文 | DOI | FRA source ID / 来源标识 | Actual scope / 实际范围 |
| ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | -------------------------------------------------------------------------------- | ------------------------ | ------------------------------------------------------------------------------------------------------------------------------------ |
| [Angioni et al. (2003): Density Peaking, Anomalous Pinch, and Collisionality in Tokamak Plasmas](papers/angioni-2003.md) | [10.1103/PhysRevLett.90.205003](https://doi.org/10.1103/PhysRevLett.90.205003) | `paper-angioni-2003` | Completed supplied four-page published PRL study / 已完成用户提供四页 PRL 原刊研读 |
| [Angioni et al. (2007): Scaling of density peaking in H-mode plasmas based on a combined database of AUG and JET observations](papers/angioni-2007.md) | [10.1088/0029-5515/47/9/033](https://doi.org/10.1088/0029-5515/47/9/033) | `paper-angioni-2007` | Completed institutional author-manuscript study / 已完成机构作者稿研读 |
| [Greenwald et al. (2007): Density profile peaking in low collisionality H-modes: comparison of Alcator C-Mod data to ASDEX Upgrade/JET scalings](papers/greenwald-2007.md) | [10.1088/0029-5515/47/9/L03](https://doi.org/10.1088/0029-5515/47/9/L03) | `paper-greenwald-2007` | Completed original-letter extracted-text study / 已完成原刊短文提取全文研读 |
| [Mordijck et al. (2020): Collisionality driven turbulent particle transport changes in DIII-D H-mode plasmas](papers/mordijck-2020.md) | [10.1088/1741-4326/ab81aa](https://doi.org/10.1088/1741-4326/ab81aa) | `paper-mordijck-2020` | Completed supplied accepted-manuscript study / 已完成用户提供的接收稿研读 |
| [Angioni et al. (2012): Off-diagonal particle and toroidal momentum transport: a survey of experimental, theoretical and modelling aspects](papers/angioni-2012-off-diagonal-transport.md) | [10.1088/0029-5515/52/11/114003](https://doi.org/10.1088/0029-5515/52/11/114003) | `paper-angioni-2012` | Completed published-review study per supplied handoff; ingestion did not reread PDF / 依据交接材料已完成出版综述研读，入库未重读 PDF |
## Completed Research Studies | 已完成深入研读
1. **[Angioni 2007](papers/angioni-2007.md) — FRA-Q001-R01-A01.** Full 22-page institutional author manuscript, four figures, four tables, five numbered equations, nine source-anchored claims. Journal-version numerical concordance remains unverified. / 22 页机构作者稿、四图、四表、五个编号方程及九项已定位主张；期刊版本数值一致性未确认。
2. **[Greenwald 2007](papers/greenwald-2007.md) — FRA-Q001-R02.** Journal L26–L29 extracted full text, three sections, four figure captions, Eq. (1) and reference chain. Figure-image access and diagnostic/coordinate details remain unchecked or unresolved. / 原刊 L26—L29 提取全文、三节正文、四图注、式（1）及引用链；原图像访问、诊断和坐标细节仍有限制或待解决。
3. **[Mordijck 2020](papers/mordijck-2020.md) — FRA-Q001-R03.** Accepted manuscript NF-103523.R2: full text, 18 figure images/captions, Table 1 and Eqs. (1)–(10); seven bounded claims and explicit inversion/model limits. / 接收稿全文、18 幅图像与图注、表 1 及式（1）—（10）；七项有边界主张，保留反演与模型限制。
4. **[Angioni 2012](papers/angioni-2012-off-diagonal-transport.md) — FRA-Q001-R04.** Supplied 2026-10-19 handoff covers the published review, Eqs. (1)–(12), Figs. 1–9 and C01–C13; nine graph findings. C14–C15 remain independent mathematics; no original-study replication or PDF rereading during ingestion. / 依据 2026-10-19 交接材料完成出版综述、全部公式图号及来源主张研读，九项图谱发现；独立数学另列，未复现原始研究或在入库时重读 PDF。
5. **[Angioni 2003](papers/angioni-2003.md) — FRA-Q001-R05.** Supplied published PRL, all four pages, five figure images/captions and Eqs. (1a),(1b),(2) directly checked. finding-2003 expanded to Fig. 1; four new bounded model findings. Corrected the handoff’s square-root frequency normalisation and dimensional radial coordinate from the source. No independent reproduction. / 直接核对四页原刊、五图及全部编号式；原发现扩展至 Fig. 1，新增四项有边界模型发现；按原文修正交接材料根号归一化及长度坐标，无独立复现。
**EN** The JSON now records the checked full-text scope and selected bounded findings of all five studies. Existing finding IDs retain their scientific identity; finding-2003 now has directly checked Fig. 1 full-text scope, and all original demonstration objects remain demonstration objects. None of these papers is independently reproduced.
**中文** JSON 已记录五项研读的实际全文范围和选定的有边界发现。既有发现 ID 保留科学身份，finding-2003 明确扩展至已直接核对的 Fig. 1 全文范围，原有演示对象保持演示状态。五篇均未独立复现。
## Independently Verified | 已完成独立验证
**0 — No independent scientific verification recorded / 暂无独立科学验证记录。**
**EN** Cross-device observations reported in a paper are evidence used by FRA; reading that paper is not FRA's own independent reproduction. Source-specific reading limits remain visible in the site and paper pages.
**中文** 文献报告的跨装置观测是 FRA 使用的证据；阅读该文献不等于 FRA 自身开展独立复现。网站和论文页保留各来源的阅读边界。
## Browse by research domain | 按研究领域浏览
**EN** Names and IDs follow the [existing framework](../../src/content/framework.json). All five indexed papers have primary transport relevance and a contextual turbulence association. This association does not establish a microscopic turbulence mechanism. Each paper is counted once overall.
**中文** 名称与 ID 沿用[现有框架](../../src/content/framework.json)。五篇收录论文主要关联输运，并与湍流具有背景联系；此关联不证明微观湍流机制。每篇总体只计一次。
### 1. Particle, Heat & Momentum Transport | 粒子、热量与动量输运
Domain / 领域：`transport`。Indexed / 收录：**5**；completed studies / 已完成研读：**5**。
- [Angioni 2003](papers/angioni-2003.md) — Completed published PRL study; association and model intervention separated / 已完成原刊研读，区分实验关联与模型干预。
- [Angioni 2007](papers/angioni-2007.md) — Completed manuscript study / 已完成作者稿研读。
- [Greenwald 2007](papers/greenwald-2007.md) — Completed original-letter text study / 已完成原刊短文文本研读。
- [Mordijck 2020](papers/mordijck-2020.md) — Completed transport/turbulence study; causal attribution remains conditional / 已完成输运与湍流研读；因果归属仍有条件。
- [Angioni 2012](papers/angioni-2012-off-diagonal-transport.md) — Completed survey study per supplied handoff; conditional resonances and momentum links / 依据交接材料已完成综述研读，保留共振与动量关联条件。
### 2. Turbulence & Microinstabilities | 湍流与微观不稳定性
Domain / 领域：`turbulence`。Indexed contextual associations / 收录背景关联：**5**；completed studies / 已完成研读：**5**。
- [Angioni 2003](papers/angioni-2003.md) — Conditional model ablation and incremental-flux interpretation / 有条件模型消融与增量通量解释。
- [Angioni 2007](papers/angioni-2007.md) — Conditional mechanism discussion / 有条件的机制讨论。
- [Greenwald 2007](papers/greenwald-2007.md) — Empirical discrimination; mechanism unresolved / 经验判别；机制未解。
- [Mordijck 2020](papers/mordijck-2020.md) — Completed transport/turbulence study; causal attribution remains conditional / 已完成输运与湍流研读；因果归属仍有条件。
- [Angioni 2012](papers/angioni-2012-off-diagonal-transport.md) — Completed survey study per supplied handoff; conditional resonances and momentum links / 依据交接材料已完成综述研读，保留共振与动量关联条件。
### 3. MHD & Plasma Stability | MHD 与等离子体稳定性
Domain / 领域：`mhd`。No indexed or completed studies / 暂无收录或已完成研读。
### 4. Heating & Current Drive | 加热与电流驱动
Domain / 领域：`heating`。No indexed or completed studies / 暂无收录或已完成研读。
### 5. Edge & Plasma-Wall Interaction | 边缘与等离子体壁相互作用
Domain / 领域：`edge`。No indexed or completed studies / 暂无收录或已完成研读。
### 6. Burning Plasma Physics | 燃烧等离子体物理
Domain / 领域：`burning`。No indexed or completed studies / 暂无收录或已完成研读。
### 7. Plasma Diagnostics & Measurements | 等离子体诊断与测量
Domain / 领域：`diagnostics`。No indexed or completed studies / 暂无收录或已完成研读。
### 8. Integrated Modeling & Control | 集成建模与控制
Domain / 领域：`modeling`。No indexed or completed studies / 暂无收录或已完成研读。
**中文** 上传原始 PDF 后可使用[跨模型对话式科研阅读指令](../workflows/research-dialogue-prompt.md)；按需交接，引用由 [Nature 引用系统](CITATIONS.md)生成。
**EN** Use the [cross-model research dialogue prompt](../workflows/research-dialogue-prompt.md) after uploading the original PDF. Request handoff only when needed; [Nature references](CITATIONS.md) are generated by FRA.
## Add a study or correction | 新增研读或修订
**EN** Reuse the [bilingual template](REVIEW_TEMPLATE.md), preserve paper/source/finding IDs, identify why the study matters, record contributions before limitations, and anchor findings to actual source material. Update counts only when the reading and claim-assessment scope warrants it. Authors and interdisciplinary collaborators may clarify conditions, add overlooked contributions, correct interpretations or propose new tests through [existing Issues and Pull Requests](../../CONTRIBUTING.md).
**中文** 复用[双语模板](REVIEW_TEMPLATE.md)，保留论文、来源和发现 ID，说明研究价值，先介绍贡献，再分析边界，按实际原始材料定位发现。仅在阅读与主张核验范围支持时更新统计。欢迎作者与跨学科研究者通过[现有 Issue 和 Pull Request](../../CONTRIBUTING.md)澄清条件、补充贡献、修正解读或提出新检验。