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Cerebra: Aligning Implicit Knowledge in Interactive SQL Authoring
Cerebra aligns implicit knowledge between users and LLMs during SQL authoring by retrieving context from historical scripts and supporting iterative refinement.
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Review compares methods for simulating fuzzy dark matter
Review of numerical simulation methods for fuzzy dark matter, examining wave-based and fluid-based algorithms for resolving ultralight boson dynamics on galactic scales.
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HygroMetric: A Computational Framework for Hygromorphic Shape-Morphing
Computational framework enables 3D-printed wood to transform from flat sheets into complex curved forms through hydration cycles, reducing fabrication barriers.
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AI-Powered Code Helper for Intelligent Code Analysis, Debugging, and Multi-Language Execution
Web-based AI system integrating code execution, error detection, and AI explanations across multiple languages to improve programmer comprehension and debugging efficiency
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GPU-optimized PLUTO code shows preliminary performance results
gPLUTO is a GPU-optimized implementation of the PLUTO code for solving magnetohydrodynamic equations. Preliminary results demonstrate performance viability on pre-exascale parallel architectures.
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AI tools are changing how web developers work
Qualitative and quantitative study examining how web developers adopt AI tools, their efficiency gains, and persistent concerns about code quality and security vulnerabilities.
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Study maps how AI guardrails shape language and control
Study examines how major AI companies implement guardrails as sociotechnical control mechanisms, revealing how code and language jointly regulate discourse in large language models.
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Metadiscourse use differed in two dissertation disciplines
Comparative study of metadiscourse in dissertation discussion chapters reveals discipline-specific rhetorical patterns in applied linguistics and sociology, with implications for doctoral writing.
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P2P: From Prompt to Prototype - Functional UI Design with LLMs and MCP
Tutorial addressing the implementation gap in HCI research through LLM and MCP-enabled functional UI design, bridging conceptual design and deployable interfaces while maintaining accessibility.
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Generative AI is reshaping accounting workflows
Systematic analysis of generative AI applications in accounting, examining workflow integration, data security considerations, and human-AI collaboration models for organizational implementation.
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CodeVoyager: Integrating Interactive Visual Aids with LLMs for Code Comprehension
Study integrating LLMs with interactive visual aids for code comprehension, evaluating improved understanding and user trust through multimodal interaction design.
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No Code, No Cloud: On-Device Mockup-to-Code with Lightweight Vision-Language AI
Lightweight on-device vision-language model generating HTML from design mockups without cloud infrastructure, supporting private prototyping with 235M parameters achieving competitive results.
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Performance optimization methods for PLUMED calculations
Learn PLUMED performance optimization techniques for molecular dynamics analysis. Discover vectorization strategies and benchmarking methods to reduce computational overhead in complex descriptor.
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AI-Augmented Tangible Programming: Extending Tangible-MakeCode for Creative Learning
AI-augmented extension of tangible programming environments supporting learner-driven project expansion through conversational scaffolding and template generation for physical blocks.
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Retrieval and structural priors improve parameter-efficient code representations
Learn how retrieval augmentation and structural priors enhance parameter-efficient code representations while using only 5% of standard fine-tuning parameters.
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Integrating Quantum Software Tools with(in) MLIR
A practical guide for integrating quantum software tools using MLIR infrastructure, demonstrated through a case study connecting PennyLane and Munich Quantum Toolkit.