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Mathematical datasets, statistical benchmarks, probability, optimization, operations research
2,443 datasets
Module 106 from the Davis Logic V2 project provides a zero-heap, real-time First-Order Allpass Phase Shifter Filter for deterministic telemetry processing in bare-metal embedded systems. The module, authored by Jamie Davis and licensed under CC BY 4.0, uses a Q16.16 fixed-point format and a recursive difference equation to modify signal phase without affecting magnitude. The dataset, last updated on 2026-05 31, is a 3.5 KB text file.
Module 105 from the Davis Logic V2 project provides a zero-heap, zero-copy, compile-time windowed variance estimator for streaming telemetry data. The component, authored by Jamie Davis and last updated on 2026-05-31, uses a single-pass mathematical architecture with 64-bit integer registers to compute variance on a Q16.16 fixed-point scale.
Module 104 provides a zero-heap, zero-copy, compile-time optimized slope estimator for streaming bare-metal systems. The component, authored by Jamie Davis and licensed under CC BY 4.0, implements a single-pass regression engine using pre-computed mathematical indexes to extract trajectory patterns from noisy sensor streams. Its performance is bounded within static structures, using 0 bytes of heap memory and clamping outputs to 32-bit signed limits to prevent overrun errors.
Module 103 from the Davis Logic V2 project is a C++ source code file implementing a real-time frequency detector. The algorithm tracks sign changes in a signal to estimate periodicity, designed for zero-heap, zero-copy bare-metal frameworks. The 4.2 KB text file was authored by Jamie Davis and last updated on 2026-05 31.
Module 102 provides a zero-heap, zero-copy Deadband Noise Gate Filter algorithm designed for raw telemetry in bare-metal embedded architectures. The component, authored by Jamie Davis and released under CC BY 4.0, suppresses low-amplitude sensor drift and thermal variations by applying a programmable symmetric deadband. Last updated on 2026-05 31, the 4.1 KB text file details the mathematical architecture and computational performance metrics.
Module 101 from the Davis Logic V2 infrastructure repository is a 4.1 KB text file containing a real-time Smoothed Derivative Telemetry Estimator. Authored by Jamie Davis and released under a CC BY 4.0 license, it was last updated on May 31, 2026. The module implements a zero-heap, single-pass algorithm for calculating derivatives while suppressing high-frequency noise.
Module 98 of the Davis Logic V2 architecture codifies a hardware-clamped Fixed-Point First-Order High-Pass Telemetry Filter. The 2.6 KB text file, authored by Jamie Davis and last updated in May 2026, describes a zero-heap, zero-copy filter designed to stabilize raw sensor data by attenuating baseline drift.
A 2026 study by Chen Ying proposes an integrated optimization framework for designing first-mile pre-cooling distribution center networks for fresh agricultural products. The dataset likely contains the decision variables and parameters for a multi-objective nonlinear model minimizing logistics cost and maximizing product freshness, incorporating stage-specific decay and carbon emissions. An empirical case study in Shandong Province, China, compares three pre-cooling scenarios.
Shandong Province, China, serves as an empirical case study for a multi-objective optimization model of first-mile cold chain logistics. The model minimizes total logistics cost and maximizes product freshness, incorporating a stage-specific freshness decay function and transportation-related carbon emissions. The dataset, authored by Chen Ying and last updated in 2026, contains results from a genetic algorithm applied to three pre-cooling scenarios.
Supplementary material for a retrospective observational pilot study comparing treatments for irritable bowel syndrome with diarrhea. The study includes data from 56 patients treated with ramosetron, hangeshashinto, or combination therapy over 4 weeks. Outcomes were assessed using the Izumo symptom scale, and analyses employed propensity score weighting.
An open-access raw source implementation for an embedded real-time Cyclic Redundancy Check (CRC-32) processing engine. The module evaluates high-rate communication data frames on the fly to protect against bit corruption. It was authored by Jamie Davis and last updated on May 29, 2026.
Davis Logic V2 is an open-access reference dataset containing a real-time 2D spatial matrix convolution engine and an automated validation testbed. It was authored by Dr. Jamie Edward Davis and published on figshare in 2026. The dataset includes a C++ header file implementing a fixed-point algorithm and a verification script, with a total size of 2.4 KB.
Jamie Davis released this open-access reference dataset in 2026. It provides two infrastructure tools for the Davis Logic V2 bare-metal framework: a branchless acceleration-clipping saturation engine and a phase lead-lag compensation verification testbed. The dataset is a 4.7 KB text file licensed under CC BY 4.0.
Simulation results from 2026 demonstrate the SWEET inference serving system. The data, authored by Xiangchen Li and shared under CC-BY-4.0, likely contains metrics on time, power consumption, communication payload, and accuracy degradation from experiments co-optimizing model quantization and workload partitioning for edge devices.
A verification and visualization package designed to prove the structural safety and mathematical stability of the Davis Logic V2 framework under catastrophic hardware failures. The dataset includes automated C++ and Python tools for injecting faults and generating publication-ready graphics. It was authored by Jamie Davis and published on figshare in 2026.
A 2026 dataset by Qianqian Xu presents results from a multi-objective optimization framework for tunnel lining structures. The data likely contains design parameters and performance metrics for 2,400 configurations of Ultra-High Performance Concrete (UHPC) and ordinary concrete composite linings. It was published on figshare under a CC-BY-4.0 license.
Module 121 from the Davis Logic V2 project provides a zero-heap, real-time fractional delay line for embedded systems. The component implements a single-multiplier recursive allpass filter to achieve sub-sample phase shifts with a flat 0 dB gain response. It was authored by Jamie Davis and released under a CC BY 4.0 license.
Module 79 of the Davis Logic V2 architecture provides a hardware-clamped, low-latency tracking filter for real-time telemetry validation. The 2.8 KB text file, authored by Jamie Davis and last updated in May 2026, codifies a zero-copy, first-derivative mathematical loop designed to evaluate epoch-to-epoch state changes across sensor matrices.
A research article detailing the stepwise optimization of chimeric antigen receptor (CAR) T-cell designs targeting PD-L1 and Claudin18.2 for gastric cancer therapy. The study, authored by Xiang Zhang and published on figshare in 2026, includes in vitro and in vivo evaluations of single-target and bicistronic dual-target CAR-T cells. Results show a double-CD3ΞΆ architecture achieved 63.23% tumor growth inhibition in a xenograft model.
A 2026 study by Chen Ying proposes an integrated optimization framework for designing first-mile pre-cooling distribution center networks for fresh agricultural products. The work includes a multi-objective nonlinear mathematical model minimizing logistics cost and maximizing product freshness, with an empirical case study in Shandong Province, China. The dataset likely contains the model parameters and results from three tested scenarios: no pre-cooling, decentralized pre-cooling, and centralized pre-cooling.