Publications

Journal articles, conference papers, and current research.

For the complete citation record, visit my Google Scholar profile.

2026

  1. JMS
    Preview image for Accelerating Life Cycle Inventory Development through Correlation-Aware Multi-Fidelity Transfer Learning: Case Studies in Cradle-to-Gate Manufacturing Energy Modeling
  2. IJAMT
    Preview image for Explainable AI and Data-Driven Modeling of Tool Wear in Dry–MQL-Assisted Turning of D2 Tool Steel Using AIMPOD
    Explainable AI and Data-Driven Modeling of Tool Wear in Dry–MQL-Assisted Turning of D2 Tool Steel Using AIMPOD
    Muhammad Umar Farooq, Adeel Shehzad, and Saqib Anwar
    The International Journal of Advanced Manufacturing Technology, 2026
    DOI
  3. Sci Rep
    AIMPOD: An Explainable Artificial Intelligence Engine for Agentic Digital Manufacturing
    Muhammad Umar Farooq, Waqar Muhammad Ashraf, and Saqib Anwar
    Scientific Reports, 2026
    DOI
    0 Google Scholar citations
  4. CarbonMetrics
    CARINA: Carbon-Aware Execution of Recurrent Industrial Analytics
    Muhammad Umar Farooq
    In CarbonMetrics 2026, 2026
    0 Google Scholar citations
  5. NeurIPS
    Learning When to Transfer: Reinforcement Learning for Carbon-Footprint Modeling in New Manufacturing Domains
    Muhammad Umar Farooq
    In NeurIPS 2026, 2026
    0 Google Scholar citations
  6. IJAMT
    Preview image for Data-Driven Sustainability Assessment of Advanced Manufacturing Processes
    Data-Driven Sustainability Assessment of Advanced Manufacturing Processes
    Muhammad Umar Farooq and Sidi Deng
    The International Journal of Advanced Manufacturing Technology, 2026
    DOI
    17 Google Scholar citations
  7. Under Review
    A Parametric Carbon Footprint Tool for Aluminum Automotive Body Sheet Components, Validated through an Industry Trial with Inert Anode Primary Aluminum
    Muhammad Umar Farooq and others
    2026
    Manuscript under review
  8. In Preparation
    EcoUQ: Uncertainty Quantification and Reduction in Low-Carbon Sheet-Metal Component Design Decision-Making for Aluminum Automotive Body Sheet Components
    Muhammad Umar Farooq and others
    2026
    Manuscript in preparation
  9. In Preparation
    Language-Based Experience Integration into Interpretable Manufacturing Process Modelling via Large Language Models
    Muhammad Umar Farooq and others
    2026
    Manuscript in preparation
  10. In Preparation
    Material-Agnostic Reinforcement Learning for Low-Shot Adaptation in Sustainable Polymer Additive Manufacturing
    Muhammad Umar Farooq and others
    2026
    Manuscript in preparation
  11. In Preparation
    Active Learning with Reward Using Large Language Models as Manufacturing Experts for High-Fidelity Environmental-Impact Modeling
    Muhammad Umar Farooq and others
    2026
    Manuscript in preparation

2025

  1. EAAI
    Preview image for Enhancing Two-Dimensional Irregular Pattern Packing Using a Modified Genetic Algorithm and Image Processing
    Enhancing Two-Dimensional Irregular Pattern Packing Using a Modified Genetic Algorithm and Image Processing
    Longhui Meng, Liang Ding, Maen Atli, and 3 more authors
    Engineering Applications of Artificial Intelligence, 2025
    DOI
    8 Google Scholar citations
  2. IJMF
    Preview image for Investigating a Novel Approach to Reduce Transverse Weld Scrap in Aluminum Extrusion Using Profiled Dummy Blocks and Billets
    Investigating a Novel Approach to Reduce Transverse Weld Scrap in Aluminum Extrusion Using Profiled Dummy Blocks and Billets
    Muhammad Umar Farooq, Gregory Oberhausen, and Daniel R. Cooper
    International Journal of Material Forming, 2025
    DOI
    4 Google Scholar citations
  3. Procedia CIRP

2024

  1. SSRN

2023

  1. JMRT
    Preview image for Sustainable Machining of Additive Manufactured SS-316L Underpinning Low Carbon Manufacturing Goal
    Sustainable Machining of Additive Manufactured SS-316L Underpinning Low Carbon Manufacturing Goal
    Muhammad Umar Farooq, Saqib Anwar, Rizwan Ullah, and 1 more author
    Journal of Materials Research and Technology, 2023
    DOI
    46 Google Scholar citations
  2. CIRP JMST
    Preview image for Performance Evaluation of Surfactant-Mixed Dielectric and Process Optimization for Electrical Discharge Machining of Titanium Alloy Ti6Al4V
    Performance Evaluation of Surfactant-Mixed Dielectric and Process Optimization for Electrical Discharge Machining of Titanium Alloy Ti6Al4V
    Noman Asif, Muhammad Qaiser Saleem, and Muhammad Umar Farooq
    CIRP Journal of Manufacturing Science and Technology, 2023
    DOI
    53 Google Scholar citations
  3. PPC
    Developing Resilience in Disaster Relief Operations Management through Lean Transformation
    Amjad Hussain, Tariq Masood, Haris Munir, and 2 more authors
    Production Planning & Control, 2023
    DOI
    46 Google Scholar citations
  4. Tribology
    Tribological Characterization of a Ball Bearing Subjected to an Electric Field: Electric Drivetrain Tribology
    Muhammad Umar Farooq
    Research project, 2023
    5 Google Scholar citations

2021

  1. Sustainability
    Preview image for Supply Chain Operations Management in Pandemics: A State-of-the-Art Review Inspired by COVID-19
    Supply Chain Operations Management in Pandemics: A State-of-the-Art Review Inspired by COVID-19
    Muhammad Umar Farooq, Amjad Hussain, Tariq Masood, and 1 more author
    Sustainability, 2021
    DOI
    190 Google Scholar citations
  2. Sustainability
    Preview image for COVID-19 Challenges: Can Industry 4.0 Technologies Help with Business Continuity?
    COVID-19 Challenges: Can Industry 4.0 Technologies Help with Business Continuity?
    Amjad Hussain, Muhammad Umar Farooq, Muhammad Salman Habib, and 2 more authors
    Sustainability, 2021
    DOI
    44 Google Scholar citations