The El-Rakhawi Protocol for Ecological Resilience and Wildfire Mitigation presents a proactive, bio-computational framework to combat wildfires. Moving beyond reactive suppression, it integrates four core innovations: (1) Mycelial-assisted early warning sensor networks (MEWN) using neuromorphic edge computing to detect...
mohamed kamal arafa el-rakhawi· Zenodo (CERN European Organi...· 0 citations
Added Released together with progeny-selector (https://github.com/piercetaylor/progeny-selector/releases/tag/v0.1.0); both implement input data contract 1.12.0. Each GitHub Release carries backcross- -site.zip, the built site with a relative base that serves from any static folder (with a one-line server instruction, s...
Pierce Taylor· Zenodo (CERN European Organi...· 0 citations
# LeMARLA **L**arge Language Model-**E**nhanced **M**ulti-**A**gent **R**einforcement **L**earning for **A**utonomous enterprise workflow orchestration via graph semantic routing. LeMARLA couples a large language model, a heterogeneous graph attention network and a multi-agent policy under centralized training with dec...
Peizhi He· Zenodo (CERN European Organi...· 0 citations
Understanding and recognizing human activities from low-cost wearable sensors has attracted increasing attention in recent years. To achieve this goal, numerous learning models and augmentation approaches have been developed. While effective in certain scenarios, their performance is often limited due to the distributi...
Yi-Ze Cai, Rui-Xiang Feng, Kun-Lin Cai et al.· Proceedings of the ACM on In...· 0 citations
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QuantNature Monograph Series on Sovereign Systems (Vol. 4)Document ID: QN-SAR2026-V1.0Permanent DOI: 10.5281/zenodo.23060890Publication Date: September 30, 2026Author: Steven K (QuantNature Global) Executive Summary & Abstract For more than a decade and a half, small unmanned aerial systems (sUAS) have remained trapped...
Steven K· Zenodo (CERN European Organi...· 0 citations
DEGAS 2 [1], like its predecessor, DEGAS [2], uses the Monte Carlo approach to integrating the Boltzmann equation, allowing the treatment of complex geometries, atomic physics, and wall interactions. DEGAS 2 is written in a "macro-enhanced'' version of FORTRAN via the FWEB library, providing an object oriented capabili...
Daren P. Stotler, Charles F. F. Karney· OSTI OAI (U.S. Department of...· 0 citations
AviGPT-250M-Instruct is a 250M-parameter autoregressive small language model (SLM) introducing a Semi-Parametric Decoupling paradigm for resource-constrained edge computing. Rather than overloading transformer weights with static encyclopedic memorization and floating-point arithmetic approximation, AviGPT-250M delegat...
Avinash Ricky Yadlapalli· Zenodo (CERN European Organi...· 0 citations
A state has two indicators. Compliance is decided by the posterior mean of the first, while a verifier reads each disclosed posterior through a per-coordinate spectral statistic of both marginals — a lower Expected Shortfall or a lower quantile of each indicator — and the sender minimises the expected read subject to a...
Mikio Hanaeda· Zenodo (CERN European Organi...· 0 citations
Electronic skin (E-skin) has been a key enabling technology for robots that need to work safely, intelligently, and in physical proximity with humans. The domain has progressed from fingertip tactile arrays to large-area, full-body systems that can now sense pressure, shear, high-frequency vibration, proximity (i.e., t...
Ioannis Papadongonas, Alexandros Gazis, Vasileios Fanidis et al.· Academia Engineering· 0 citations
Engineering quality control is shifting from sampling-based acceptance and manual review to online perception, process intervention, and evidence traceability. Taking detailed quality problems such as prefabricated-building joints, rebar tying, component seams, and apparent concrete defects as research objects, this pa...
Cheng-Peng Mao· Innovative Applications of A...· 0 citations
The backhaul profit maximization problem (BPMP), which is known to be NP-hard, requires simultaneously solving two problems: (1)
determining how to route an empty delivery vehicle back from its current location to its depot by a scheduled arrival time, and (2) selecting
a profit-maximizing subset of spot-market deliver...
Lam Tran, Daniel Ryan, E. Olinick et al.· IISE Annual Conference &...· 0 citations
For decades, a fundamental question about the difficulty of computing in high-dimensional spaces has resisted proof. New research resolves this question, removing a major theoretical obstacle to understanding the efficiency of randomized algorithms used across science and computing. The Kannan–Lovász–Simonovits (KLS) conjecture was proposed in 1995. It asks whether, for a broad class of high-dimensional […] The post Solving a 31-year-old grand challenge in mathematics – the KLS conjecture appear…
MIT News · Artificial Intelligence· news.mit.eduOct 15, 2026
A new computational approach reveals how cells communicate to assemble into tissues. This could accelerate stem cell engineering, improve disease models, and inform therapies.
Microsoft Research Blog· microsoft.comOct 15, 2026
Zero-knowledge proofs can verify computing results without rerunning workloads or exposing sensitive data. Magnetar helps bring them into the mainstream with support for standard programming languages, major speed gains, and quantum-resistant security. The post Proof-based general-purpose computing with Magnetar appeared first on Microsoft Research.
MIT News · Artificial Intelligence· news.mit.eduOct 8, 2026
