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Large Language Models For Construction Risk Classification: A Comparative Study, Abdolmajid Erfani, Hussein Khanjar Sep 2025

Large Language Models For Construction Risk Classification: A Comparative Study, Abdolmajid Erfani, Hussein Khanjar

Michigan Tech Publications

Risk identification is a critical concern in the construction industry. In recent years, there has been a growing trend of applying artificial intelligence (AI) tools to detect risks from unstructured data sources such as news articles, social media, contracts, and financial reports. The rapid advancement of large language models (LLMs) in text analysis, summarization, and generation offers promising opportunities to improve construction risk identification. This study conducts a comprehensive benchmarking of natural language processing (NLP) and LLM techniques for automating the classification of risk items into a generic risk category. Twelve model configurations are evaluated, ranging from classical NLP pipelines …


Ddsn 245.01: Civil Drafting, Aaron Windels Sep 2025

Ddsn 245.01: Civil Drafting, Aaron Windels

University of Montana Course Syllabi, 2021-2025

No abstract provided.


Lit 327l.01: Shakespeare, Rib Browning Sep 2025

Lit 327l.01: Shakespeare, Rib Browning

University of Montana Course Syllabi, 2021-2025

No abstract provided.


Ad-150: Color And Composition, Section 009, Thomas Carlson Sep 2025

Ad-150: Color And Composition, Section 009, Thomas Carlson

School of Art and Design Syllabi

No abstract provided.


Dd-334: Simulated Environments, Section 105, Gaberiel Shaferman Sep 2025

Dd-334: Simulated Environments, Section 105, Gaberiel Shaferman

School of Art and Design Syllabi

No abstract provided.


Int-263: Interior Design Studio I, Section 001, David Brothers Sep 2025

Int-263: Interior Design Studio I, Section 001, David Brothers

School of Art and Design Syllabi

No abstract provided.


Ad-150: Color And Composition, Section 001, Martin Short Sep 2025

Ad-150: Color And Composition, Section 001, Martin Short

School of Art and Design Syllabi

No abstract provided.


Ad-150: Color And Composition, Section 011, Glenn Goldman Sep 2025

Ad-150: Color And Composition, Section 011, Glenn Goldman

School of Art and Design Syllabi

No abstract provided.


Ad-150: Color And Composition, Section 005, Sophia Sobers Sep 2025

Ad-150: Color And Composition, Section 005, Sophia Sobers

School of Art and Design Syllabi

No abstract provided.


Ad-201: Human Factors/Ergonomics, Section 001, Jose Alcala Sep 2025

Ad-201: Human Factors/Ergonomics, Section 001, Jose Alcala

School of Art and Design Syllabi

No abstract provided.


Ad-463: Collaborative Design Studio, Section 005, Petia Morozov Sep 2025

Ad-463: Collaborative Design Studio, Section 005, Petia Morozov

School of Art and Design Syllabi

No abstract provided.


Dd-334: Simulated Environments, Section 103, Khasan Sakhobiyen Sep 2025

Dd-334: Simulated Environments, Section 103, Khasan Sakhobiyen

School of Art and Design Syllabi

No abstract provided.


Hss 404-003: 20th-Century International Law And The American Superpower, Elektra Kostopoulou Sep 2025

Hss 404-003: 20th-Century International Law And The American Superpower, Elektra Kostopoulou

History Syllabi

No abstract provided.


Optimizing Object Detection For Remote Monitoring With Owl Ducklink Radios, Colin Ren-Jin Babian Sep 2025

Optimizing Object Detection For Remote Monitoring With Owl Ducklink Radios, Colin Ren-Jin Babian

Electrical Engineering

This project develops an AI powered object detection system integrated with OWL DuckLink radios to enable real time remote monitoring. The system benchmarks multiple AI accelerators using a Raspberry Pi 5 to determine their efficiency in low power, long range communication environments. By evaluating the Raspberry Pi 5 CPU (7.62W, 14.5 camera FPS, 3.8 inference FPS), Raspberry Pi AI Camera with Sony IMX500 (6.45W, 30 camera FPS, 9.2 inference FPS), and Raspberry Pi AI Hat with Hailo-8L chipset (7.80W, 30 camera FPS, >30 inference FPS), this project identifies the most effective combination of hardware and software for edge AI applications. …


Restoration Of 6-Axis Industrial-Grade Robotic Arms, Bryce Andrew Paulson, Warren Douglas Howard Sep 2025

Restoration Of 6-Axis Industrial-Grade Robotic Arms, Bryce Andrew Paulson, Warren Douglas Howard

Electrical Engineering

The Staubli TX60 and TX60CR are industrial-grade, six-axis robotic arms originally designed to perform complex automation tasks in manufacturing environments. Following their retirement from active industrial use, both units were restored to full operational status. As part of this project, they were reprogrammed to execute a pick-and-place routine using kids shape-sorting toys that mirrors typical workflows found in factory settings. The six degrees of freedom afforded by each robot enable a wide range of motion, making them well-suited for tasks such as material handling, product sorting, and repetitive operations typically carried out by human workers. Each model is equipped with …


Are Ai-Assisted Drug Technologies Addressing Or Aggravating The Opioid Crisis In The United States?, Abby O'Hern Sep 2025

Are Ai-Assisted Drug Technologies Addressing Or Aggravating The Opioid Crisis In The United States?, Abby O'Hern

West Virginia Law Review

The opioid crisis is a significant public health emergency, intensified by the rise of synthetic opioids such as fentanyl. Lawmakers have described fentanyl as “terroristic in nature” due to its often-fatal properties. According to the Center for Disease Control (“CDC”), an estimated 107,543 people died from drug overdoses in the United States in 2023. As fentanyl use has surged, it has increasingly shaped public health policy through harm reduction initiatives, expanded addiction treatment resources, and legislative reforms aimed at curbing overdose deaths. Artificial Intelligence (“AI”) now plays a dual role in this evolving crisis. While AI technologies offer valuable tools …


Drafting A Solution: Overcoming The Existential Crisis Of The Selective Service System, John L. Markel Sep 2025

Drafting A Solution: Overcoming The Existential Crisis Of The Selective Service System, John L. Markel

West Virginia Law Review

With the growing fears of a large-scale combat operation against a near-peer adversary, the United States may confront a need to fully mobilize its military for the first time since World War II. A full-scale mobilization would likely necessitate the return of conscription (a.k.a. the draft). The Selective Service System (“SSS”) is currently the federal agency that oversees and conducts the draft in accordance with the provisions of the Military Selective Service Act (“Act”). Yet, this Act has remained untouched for more than two decades, meaning the current conscription system is functionally identical to that used during the Vietnam War, …


Using Automated Activity Monitoring To Detect Resumption Of Cyclicity In Early Lactation—Meta-Analysis, S. Borchardt, T.A. Burnett, T.C. Bruinjé, A.M.L. Madureira Sep 2025

Using Automated Activity Monitoring To Detect Resumption Of Cyclicity In Early Lactation—Meta-Analysis, S. Borchardt, T.A. Burnett, T.C. Bruinjé, A.M.L. Madureira

Dairy Science and Food Science Faculty Publications: 2022 to Present

This meta-analysis aimed to evaluate the efficacy of automated activity monitoring (AAM) in detecting estrous expression and ovulatory status in cows during the voluntary waiting period (VWP). A comprehensive literature search was conducted in PubMed, ScienceDirect, and Google Scholar using specific search terms. Inclusion criteria focused on studies that assessed estrous expression within the VWP using modern AAM systems alongside blood progesterone (P4) measurements. Four manuscripts involving 2,198 cows were included. Data extraction was performed by a single investigator and validated by a coauthor. The analysis considered estrous expression and ovulatory status determined through serial blood P4 measurements. Cows were …


Cet 313: Heavy Highway Construction, Section 001, Melissa Valoura Sep 2025

Cet 313: Heavy Highway Construction, Section 001, Melissa Valoura

School of Applied Engineering and Technology Syllabi

No abstract provided.


Met 237: Strength Of Materials For Technology, Section 101, Arijit Sengupta Sep 2025

Met 237: Strength Of Materials For Technology, Section 101, Arijit Sengupta

School of Applied Engineering and Technology Syllabi

No abstract provided.


Cim 101: Intro To The Concrete Industry, Section 001, Mohab Hussein Sep 2025

Cim 101: Intro To The Concrete Industry, Section 001, Mohab Hussein

School of Applied Engineering and Technology Syllabi

No abstract provided.


Cet 423: Construction Safety, Section 001, Yanxiao Feng Sep 2025

Cet 423: Construction Safety, Section 001, Yanxiao Feng

School of Applied Engineering and Technology Syllabi

No abstract provided.


Engr 430: Quality And Reliability Engineering, Section 103, Maciej Cherkowski Sep 2025

Engr 430: Quality And Reliability Engineering, Section 103, Maciej Cherkowski

School of Applied Engineering and Technology Syllabi

No abstract provided.


Met 103: Introduction To Engineering Technology Design, Section 003, Jaskirat Sodhi Sep 2025

Met 103: Introduction To Engineering Technology Design, Section 003, Jaskirat Sodhi

School of Applied Engineering and Technology Syllabi

No abstract provided.


Sdet 430: Software Web Applications Ii, Section 101, Ersal Aslam Sep 2025

Sdet 430: Software Web Applications Ii, Section 101, Ersal Aslam

School of Applied Engineering and Technology Syllabi

No abstract provided.


Cet 411: Cost Estimating, Section 101, Edward Gottko Sep 2025

Cet 411: Cost Estimating, Section 101, Edward Gottko

School of Applied Engineering and Technology Syllabi

No abstract provided.


Mnet 414: Industrial Cost Analysis, Section 101, Christopher Zeiner Sep 2025

Mnet 414: Industrial Cost Analysis, Section 101, Christopher Zeiner

School of Applied Engineering and Technology Syllabi

No abstract provided.


Met 235: Statics For Technology, Sections 101, Mena Tawfik Sep 2025

Met 235: Statics For Technology, Sections 101, Mena Tawfik

School of Applied Engineering and Technology Syllabi

No abstract provided.


Engr 312: Professional Skills For Engineers Ii, Section 001, Jaskirat Sodhi Sep 2025

Engr 312: Professional Skills For Engineers Ii, Section 001, Jaskirat Sodhi

School of Applied Engineering and Technology Syllabi

No abstract provided.


Bmet 415: Biomedical Mechatronics, Section 001, Chang Yaramothu Sep 2025

Bmet 415: Biomedical Mechatronics, Section 001, Chang Yaramothu

School of Applied Engineering and Technology Syllabi

No abstract provided.