“AIでデータ分析-データ前処理(53)-テキスト前処理：全角・半角・大文字小文字の統一”

“Training on 10,000 randomized geometries produces AI surrogates with 1% mean error and sub-millisecond inference for key performance indicators...”

“AIでデータ分析-データ前処理AIでデータ分析-データ前処理(42)-ビニング：等幅ビニング”

“Micron has secured another major vote of confidence from the Taiwanese government, winning approval for an additional NT$4.7 billion (approximately $149 million) in subsidies to expand HBM research and development in Taiwan.”

“The bursts exhibit significant morphological diversity, including multiple sub-bursts, downward frequency drifts, and intrinsic widths ranging from 1.032 - 32.159 ms.”

“The paper derives fundamental estimation limits for a wide-band near-field sensing systems employing orthogonal frequency-division multiplexing signaling over a coherent processing interval.”

“Experiments show reduced width tracking error, mitigated corner defects, and lower surface roughness, achieving surface quality at 3600 mm/min comparable to conventional printing at 1600 mm/min, effectively doubling production speed while maintaining print quality.”

“The paper observes "another nonlinear structure that lags behind the source term, maintaining its shape and speed as it propagates."”

“By directly extracting multiple bits from the digitized output of the entropy source, we achieve a single-channel random bit generation rate of 1.536 Tb/s, while four-channel parallelization reaches 6.144 Tb/s with no observable interchannel correlation.”

“PP-ACDC achieves asymptotic (exact) average consensus on any strongly connected digraph under appropriately chosen quantization parameters.”

“The calculations indicate that: (i) The $1P$-wave $λ$-mode $Ξ_b$ states $Ξ_b|J^P=1/2^-,1 angle_λ$ and $Ξ_b|J^P=3/2^-,1 angle_λ$ are highly promising candidates for the observed state $Ξ_b(6087)$ and $Ξ_b(6095)/Ξ_b(6100)$, respectively.”

“The paper finds that uncoalesced small-buffer operations significantly reduce throughput, while file system-aware aggregation restores bandwidth and reduces metadata overhead. Their approach achieves up to 3.9x and 7.6x higher write throughput compared to existing LLM checkpointing engines.”

“Nuclei located in neurogenic regions consistently exhibited significantly higher phase values (optical path difference) compared to nuclei elsewhere, suggesting cell-type-specific biophysical signatures.”

“The approach achieves a 20.15% reduction in Mean Spectral Information Divergence (MSID), up to 1.09% PSNR improvement, and a 1.62% log transformed MS-SSIM gain over strong learned baselines.”

“The equivalent width of the Li I absorption line suggests an age of $8.1^{+2.1}_{-3.8}$ Myr, while optical photometric data indicate stellar ages ranging from $\sim$1 to 14 Myr.”

“SeedFold outperforms AlphaFold3 on most protein-related tasks.”

“OptiVote integrates sign stochastic gradient descent (signSGD) with a majority-vote (MV) aggregation principle and pulse-position modulation (PPM), where each satellite conveys local gradient signs by activating orthogonal PPM time slots.”

“GVC offers a viable path toward a new effective, efficient, scalable, and practical video communication paradigm.”

“The paper envisions up to 1 Tbps per link, aggregate throughput up to 10 Tbps via spatial multiplexing, sub-50 ns single-hop latency, and sub-10 pJ/bit energy efficiency over 20m.”

“The approach substantially improves both the representational power and the RD performance of 2DGS while maintaining over 1000 FPS decoding. Compared with the baseline GSImage, we reduce BD-rate by 43.44% on Kodak and 29.91% on DIV2K.”

“WiFi 8 marks a stronger and more significant shift toward prioritizing reliability over pure data rates.”

“The paper finds a nearly-flat nondegenerate unstable branch associated with inplane rotations of the IrO₆ octahedra and that phases with rotations in every IrO₆ layer are lower in energy.”

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“The paper derives geodesic equations, analyzes the radial photon orbital equation, and explores the relationship between photon ring width and the Lyapunov exponent.”

“The coherent population trapping (CPT) resonance exhibits a pronounced dependence on the microwave power and detuning, resulting in measurable changes in resonance contrast, linewidth, and center frequency.”

“The paper demonstrates that the LCV method provides a better-fit bandwidth parameter for tropical KDE, leading to improved accuracy and computational efficiency compared to nearest neighbor methods, as shown through simulations and empirical data analysis.”

“The classification head can be compressed by even huge factors of 16 with negligible performance degradation.”

“Splitwise reduces end-to-end latency by 1.4x-2.8x and cuts energy consumption by up to 41% compared with existing partitioners.”

“Any tropical circuit calculating the optimal value of a Traveling Salesperson round tour uses at least $2^{Ω(k \log \log k)}$ gates.”

“The paper predicts a mass of $m=(9740 \pm 70)~\mathrm{MeV}$ and a width of $Γ[ \mathfrak{M}]=(121 \pm 17)~ \mathrm{MeV}$ for the hadronic axial-vector molecule $\mathfrak{M}$.”

“We have seen these types of mods on multiple generations of Nvidia cards; it was only inevitable that the RTX 5080 would get the same treatment.”

“Fast transfer is equivalent to useful transfer for compute-optimal grid search, meaning that transfer is asymptotically more compute-efficient than direct tuning.”

“The method eliminates stitching defects by continuous scanning and grayscale stitching; and provides real-time pattern streaming at a bandwidth that is one order of magnitude higher than previous TPL systems.”

“Instruction-following capabilities improve substantially (+46% to +75% in IFEval for Llama-3.2-1B and 3B models).”

“The paper demonstrates "exponential convergence rates of POD Galerkin methods that are based on truth solutions which are obtained offline from low-order, divergence stable mixed Finite Element discretizations."”

“The paper demonstrates that, with the right parameterisation, hyperparameter transfer holds even in the per-module hyperparameter regime.”

“"I observed numerous small square symbols (⧈) embedded within the generated text. I’m trying to determine whether these characters correspond to hidden control tokens, or metadata artifacts introduced during text generation or encoding."”

“Optimal hardware configuration: high operating frequencies (1200MHz-1400MHz) and a small local buffer size of 32KB to 64KB achieves the best energy-delay product.”

“The paper investigates graphs quasi-isometric to graphs of bounded treewidth.”

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“The study focuses on feedforward neural networks with GELU activations.”

“By detuning the stochastic-field central frequency relative to the coherent drive (especially for narrow bandwidths), we observe pronounced changes in emission characteristics, including selective enhancement or suppression, and reshaping of the multi-peaked fluorescence spectrum when the detuning matches the generalized Rabi frequency.”

“SemDAC outperforms DAC across perceptual metrics and achieves lower WER when running Whisper on reconstructed speech, all while operating at substantially lower bitrates (e.g., 0.95 kbps vs. 2.5 kbps for DAC).”

“OpenAI is considering placing ads in ChatGPT.”

“The context mentions the source is ArXiv, implying this is a pre-print research paper.”

“開発チームがブログで解説しています。”

“gpt-oss-20bをCPUで推論したらGPUより爆速でした。”

“Neural Compression of 360-Degree Equirectangular Videos”

“The paper focuses on the integration of semantic communication with edge-cloud collaborative intelligence.”