An end-to-end computational framework and interactive web suite for designing, simulating, and optimizing Four-Stage Passive Microfluidic Blood Cell Filters using Deterministic Lateral Displacement (DLD) and Deep Learning Surrogate Models. By replacing hours of computationally expensive Navier-Stokes Computational Fluid Dynamics (CFD) simulations with sub-millisecond neural surrogate inference, this system performs multi-objective design space exploration to yield purified plasma and enriched cellular hematocrit fractions for downstream disease screening pipelines.
This dataset release represents Part 4 of the comprehensive young trefoil crop agricultural analysis project. While Part 1, Part 2 and Part 3 provided the raw image captures and camera parameters and machine-learning-ready image tiles. Part 4 delivers fully processed, georeferenc…
Executive Summary For decades, the human-machine interface has remained flat, characterized by sterile alphanumeric outputs and static diagnostic charts. As deep learning models grow in both parameter count and structural complexity, they increasingly resemble "black boxes"—compu…
Source code and raw experimental data supporting the paper "A Hardware-Validated Permissioned Blockchain-Edge Security Framework for Industrial IoT Smart Spaces" (submitted to IEEE Transactions on Industrial Informatics, 2026). Includes: (1) the Hyperledger Fabric v2.4.9 chaincod…
VOVINA SHAKINA — ZEDEC pqOS Technical White Paper Author: H.M. Michael-Laurence: Curzi (c)Date: 2026-07-24Version: 1.0 — Bootable ReleaseClassification: Public 1. Executive Summary VOVINA SHAKINA is the reference implementation of the ZEDEC pqOS — a bare-metal operating system ke…