ABSTRACT As Large Language Models (LLMs) are increasingly deployed within the systems engineering domain, optimizing these models to balance performance accuracy and cost for given computational resources becomes essential. One process for finding the right balance is quantization, a process that involves converting model parameters from higher ...
Ryan Bell +2 more
wiley +1 more source
Drift-Robust Lightweight Deep Learning on Open Gas Sensor Benchmarks: A Reproducible Architecture Study with CBRN Applicability Mapping. [PDF]
Kim S +5 more
europepmc +1 more source
Baselining Large Language Model Performance in Systems Engineering Using SysEngBench
ABSTRACT In the rapidly evolving field of artificial intelligence (AI), large language model s (LLMs) have demonstrated impressive capabilities in generating natural language. However, their proficiency in specialized domains, particularly in the field of systems engineering (SE), remains less explored and unquantified.
Ryan Bell +3 more
wiley +1 more source
Invisible frontlines: the overlooked health consequences of the war in Iran. [PDF]
Correia T +4 more
europepmc +1 more source
Assessment of a Model‐Based Approach to Achieve Authorization to Operate
ABSTRACT Accreditation of United States Government (USG) Information Systems (IS) is required to assure their function and security before delivery to the operational environment. However, in many cases, the baseline document‐based accreditation processes are sources of cost and schedule overruns.
Edan C. Sanchez +2 more
wiley +1 more source
Stigmatizing bioterrorism as a public health concern: The case of anthrax in US media. [PDF]
Dabezies JM +5 more
europepmc +1 more source
Alignment of Agile and Modular Open Systems Approach (MOSA) Principles in Systems Engineering
ABSTRACT Organizations have consistently sought faster and more efficient methods for producing and delivering products. Agile principles offer essential guidance for shaping their policies and practices. The Agile Manifesto (AM) outlines 12 core principles for guiding software development but can also be applied in other contexts.
Terry Plonsky, Daniel R. Herber
wiley +1 more source
Hybrid polythiophene-metal composites as promising sensing materials for chemical warfare agents and chlorofluorocarbons. [PDF]
Yadav S, Yadav UB, Gupta M.
europepmc +1 more source
Impacts of Change‐Type and State‐Type System Qualities on Complex System Architectures
ABSTRACT System qualities, such as scalability, expandability, and reconfigurability, are key requirements of complex systems. Requirements associated with system qualities are important factors in design trade space analyses, but systems engineering design methodologies make only limited use of these qualities, hindering a holistic understanding of ...
Christina F. Bridges +1 more
wiley +1 more source
A selective fluorescent probe for an organophosphorous nerve agent mimic <i>via</i> an oxime-to-isoxazole cascade reaction. [PDF]
Khan MSJ +3 more
europepmc +1 more source

