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Earlier sources: Software

Software turns computational ideas into tools and services. This region follows open source projects, developer tools, programming languages, databases, operating systems, and web and cloud platforms.

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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2305 classified signals in the fourteen-day window. Recent momentum: steady. 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. OpenAlex · Published · First archived

    Three-Dimensional Prescribed-Time Convergent Cooperative Integrated Guidance and Control for Multiple STT Vehicles with Terminal Angle Constraints and Actuator Faults ↗

    A cooperative integrated guidance and control (CIGC) scheme is proposed for multiple- skid-to-turn (STT) vehicles subject to terminal angle constraints and actuator faults. Following the principle of “single-vehicle design first, cooperative extension afterward”, the proposed method integrates prescribed-time sliding mode control, a prescribed-time disturbance observer, dynamic surface control, and nonlinear filtering into a unified IGC framework, ensuring prescribed-time stability of the single-vehicle closed-loop system while enhancing robustness against model uncertainties and actuator faul…

  2. OpenAlex · Published · First archived

    A novel Ziehl–Neelsen sputum smear image database and deep learning strategy for automated detection of tuberculosis bacilli ↗

    The microscopic detection of Mycobacterium tuberculosis bacilli in Ziehl-Neelsen (ZN)-stained sputum smears remains essential for tuberculosis (TB) diagnosis, but it is limited by inter-observer variability, high operational workload, and a shortage of qualified specialists. Deep learning (DL) has shown strong potential to support this task; however, progress is constrained by the limited availability of well-annotated datasets and the lack of standardized evaluation protocols. This study presents a comprehensive investigation of DL-based object detection methods for TB bacillus identification…

  3. OpenAlex · Published · First archived

    Fully Complementary Interactions of Human mRNA Genes with miRNAs from NCBI Database ↗

    miRNA has been studied for over 30 years, but the interaction of miRNA with mRNA has not been sufficiently studied to date. Problems in this area of research include the lack of adequate methods for predicting the characteristics of miRNA-mRNA interactions, and wet lab experiments are many times more labor-intensive and time-consuming. The aim of this study was to determine the characteristics of fully complementary interactions of miRNAs from the 2568 miRNAs of the NCBI database with mRNAs of 17,508 protein-coding genes using the MirTarget program. It was found that mRNAs from 384 genes have…

  4. OpenAlex · Published · First archived

    Debris cloud redirection in origami-inspired foldcore structures under hypervelocity impact: a review ↗

    The increasing population of micrometeoroids and orbital debris (MMOD) has intensified the need for lightweight and efficient shielding systems capable of withstanding hypervelocity impacts (HVI). Conventional shielding concepts, such as Whipple shields and honeycomb or foam-core sandwich panels, primarily rely on projectile fragmentation and energy absorption but provide limited control over the resulting debris cloud. Origami inspired foldcore structures have recently attracted attention because their open-channel geometry offers the potential to influence fragment trajectories through geome…

  5. OpenAlex · Published · First archived

    What If We Work Together? Fostering Reflections on Designer Inclusion in Open Source Software Through Speculative Design ↗

    Open source software (OSS) often prioritizes technical functionality over usability and UX design. This imbalance limits OSS adoption among broader, non-technical users. Key underlying factors contributing to this issue are the shortage of design expertise in OSS and a dominant developer-centric mindset. To address these persistent issues, we explore the potential of speculative design as a catalyst for transforming the OSS community’s mindset towards a more designer-inclusive environment. Our design was informed by an analysis of online forums, which revealed designers’ motivations and challe…

  6. OpenAlex · Published · First archived

    From OSS to Open Source AI: an Exploratory Study of Collaborative Development Paradigm Divergence ↗

    AI development is embracing open-source paradigm, but the fundamental distinction between AI models and traditional software artifacts may lead to a divergent open-source development paradigm with different collaborative practices, which remains unexplored. We therefore bridge the knowledge gap by quantifying and characterizing the differences in the collaborative development paradigms of traditional open source software (OSS) and open source AI models (OSM), and investigating the underlying factors that may drive these distinctions. We collect 1,428,792 OSS repositories from GitHub and 1,440,…

  7. GitHub · Repository created · First archived

    timoncool/YuE2-Studio ↗

    Local AI song generator with an editable score — YuE2 on your GPU: full songs with vocals, sheet music, covers, exact replay. Native Windows app, no Python, installer with auto-update.

  8. GitHub · Repository created · First archived

    armangido/af-emulator ↗

    Unofficial Assault Fire PH preservation and server-emulation project with local VERSION/AUTH/DIR/ROLE/ZONE services, UE3 PvE research, tools, and documentation.

  9. GitHub · Repository created · First archived

    cagridursun/agentic-developer-handbook ↗

    Java-first open-source handbook for understanding and building agentic systems, one concept at a time.

  10. GitHub · Repository created · First archived

    ingvarch/urga ↗

    Terminal UI for HashiCorp Nomad. One binary, no config to write, no browser.

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

How to assess evidence about Software

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.