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Earlier sources: Fusion

This energy thread follows fusion through original research, public projects, and source reports. Read the evidence below to see which developments are represented in SYMTRI’s archive.

SYMTRI organizes observations from public sources into a living map. Connections reflect shared subject matter; they do not establish causation or endorse a source.

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120 classified signals in the fourteen-day window. These counts include signals awaiting readable evidence.

Earlier sources

Up to ten sources with readable evidence, ordered by their feed timestamp. These archive sources can be older than the live fourteen-day window. This list is a sample, not a measure of total activity. Dates distinguish paper publication, repository creation, model/dataset activity, Hacker News posts, and KEV catalog additions. “First archived” records when SYMTRI first stored the signal.

  1. arXiv · Published · First archived

    K-shell x-ray spectroscopy: A reliable probe for stimulated Raman scattering in inertial confinement fusion--- ↗

    Accurate characterization of stimulated Raman scattering (SRS) remains a critical challenge in inertial confinement fusion (ICF), as SRS not only scatters laser energy but also generates suprathermal electrons that preheat the fuel and degrade implosion performance. Conventional backscatter diagnostics provide direct measurements of SRS but cannot collect the entire scattered-light signal, limiting the accurate characterization of SRS strength. Using a non-local thermodynamic equilibrium collisional-radiative model with a double-Maxwellian electron distribution, we systematically investigate h…

  2. arXiv · Published · First archived

    Physics-Informed Neural Networks to Infer the Perpendicular Energy Conductivity in the Scrape-Off Layer of Stellarator Devices ↗

    In this work, we develop an inverse Physics-Informed Neural Network (PINN) framework to infer the dependence of the scrape-off layer (SOL) perpendicular heat conductivity on plasma density and temperature, $κ_\perp(n,T)$. The method combines radial profile measurements of electron density and temperature with the residual of a reduced one-dimensional SOL transport equation, so that the inferred conductivity is constrained by both the measurements and the underlying transport model. Three neural networks are trained simultaneously: two reconstruct the temperature and density profiles as functio…

  3. arXiv · Published · First archived

    Modeling of plasma transport during edge-localized mode in tokamak using a kinetic Vlasov-Poisson code ↗

    A kinetic parallel transport code KOBRA based on a finite-volume method is developed to study edge localized mode (ELM) plasma transport from the mid-plane to divertor targets. The large scale separation between the Debye length (~cm) and the connection length (~10-20 m) leads to prohibitive computational cost in full 6D simulations. To alleviate this, an adaptive-mesh refinement (AMR) strategy is employed. Comparisons with uniform-grid simulations show that AMR accurately reproduces the characteristic ELM dynamics, including the rapid rise and slow decay of divertor fluxes, as well as the ear…

  4. CISA · Added to KEV · First archived

    CVE-2025-61757: Oracle Fusion Middleware Missing Authentication for Critical Function Vulnerability ↗

    Oracle Fusion Middleware contains a missing authentication for critical function vulnerability, allowing unauthenticated remote attackers to take over Identity Manager. Required action: Apply mitigations per vendor instructions, follow applicable BOD 22-01 guidance for cloud services, or discontinue use of the product if mitigations are unavailable.. Known ransomware campaign use: Unknown. Added to the KEV catalog: 2025-11-21 (not the first disclosure date). Action due date: 2025-12-12.

  5. CISA · Added to KEV · First archived

    CVE-2025-22226: VMware ESXi, Workstation, and Fusion Information Disclosure Vulnerability ↗

    VMware ESXi, Workstation, and Fusion contain an information disclosure vulnerability due to an out-of-bounds read in HGFS. Successful exploitation allows an attacker with administrative privileges to a virtual machine to leak memory from the vmx process. Required action: Apply mitigations per vendor instructions, follow applicable BOD 22-01 guidance for cloud services, or discontinue use of the product if mitigations are unavailable.. Known ransomware campaign use: Unknown. Added to the KEV catalog: 2025-03-04 (not the first disclosure date). Action due date: 2025-03-25.

  6. CISA · Added to KEV · First archived

    CVE-2020-2551: Oracle Fusion Middleware Unspecified Vulnerability ↗

    Oracle Fusion Middleware contains an unspecified vulnerability in the WLS Core Components that allows an unauthenticated attacker with network access via IIOP to compromise the WebLogic Server. Required action: Apply mitigations per vendor instructions or discontinue use of the product if mitigations are unavailable.. Known ransomware campaign use: Unknown. Added to the KEV catalog: 2023-11-16 (not the first disclosure date). Action due date: 2023-12-07.

  7. CISA · Added to KEV · First archived

    CVE-2021-35587: Oracle Fusion Middleware Unspecified Vulnerability ↗

    Oracle Fusion Middleware Access Manager allows an unauthenticated attacker with network access via HTTP to takeover the Access Manager product. Required action: Apply updates per vendor instructions.. Known ransomware campaign use: Unknown. Added to the KEV catalog: 2022-11-28 (not the first disclosure date). Action due date: 2022-12-19.

  8. CISA · Added to KEV · First archived

    CVE-2012-1710: Oracle Fusion Middleware Unspecified Vulnerability ↗

    Unspecified vulnerability in the Oracle WebCenter Forms Recognition component in Oracle Fusion Middleware allows remote attackers to affect confidentiality, integrity, and availability via Unknown vectors related to Designer. Required action: Apply updates per vendor instructions.. Known ransomware campaign use: Known. Added to the KEV catalog: 2022-05-25 (not the first disclosure date). Action due date: 2022-06-15.

  9. CISA · Added to KEV · First archived

    CVE-2012-0518: Oracle Fusion Middleware Unspecified Vulnerability ↗

    Unspecified vulnerability in the Oracle Application Server Single Sign-On component in Oracle Fusion Middleware allows remote attackers to affect integrity via Unknown vectors Required action: Apply updates per vendor instructions.. Known ransomware campaign use: Unknown. Added to the KEV catalog: 2022-03-28 (not the first disclosure date). Action due date: 2022-04-18.

  10. CISA · Added to KEV · First archived

    CVE-2012-3152: Oracle Fusion Middleware Unspecified Vulnerability ↗

    Oracle Fusion Middleware Reports Developer contains an unspecified vulnerability that allows remote attackers to affect confidentiality and integrity of affected systems. Required action: Apply updates per vendor instructions.. Known ransomware campaign use: Unknown. Added to the KEV catalog: 2021-11-03 (not the first disclosure date). Action due date: 2022-05-03.

Live window recorded . This is the ingestion observation time, not the publication or discovery date of each source.

How to assess evidence about Fusion

Check each original source for its methods, release status, limitations, and supporting data. A repository announcement, a preprint, and a published study provide different kinds of evidence. SYMTRI’s subject classification helps discovery; it does not independently validate the source’s claims.

See the collection and counting methodology ↗ · Read the weekly synthesis ↗

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These navigation suggestions are part of the map’s editorial structure, rather than measured evidence of a connection.