Discoveries
The research shaping the future of PLM.
A live feed of the newest academic work behind the technologies that are reshaping engineering and PLM — digital twins, the digital thread, model-based systems engineering, generative and AI-driven design, and knowledge graphs. Straight from the labs, so you can see what’s coming before it ships.
From arXiv & Semantic Scholar · refreshed daily
- arXiv · cs.SEChance LaVoie et al.
Natural-Language to SysMLv2 Translation via Conformance-Driven Iterative Refinement
MBSEGenerative & AI Design - arXiv · eess.SYMaurice Ombogo et al.
Modeling Stakeholders and Lifecycle Requirements of Marine Hydrokinetic Energy Systems
MBSE - arXiv · cs.AINiels Potters et al.
Auto-DSM Under the Lens: A Black-Box Evaluation Framework for LLM-Based DSM Generation
MBSEGenerative & AI Design - arXiv · cs.SEMohammad Samadi et al.
SysML Modeling of Digital Twins for Renewable Energy Communities
Digital TwinMBSEKnowledge & Ontology - arXiv · cs.CRAlhassan Abdulhamid et al.
A data-driven security quantification framework for IoT-based systems
MBSE - arXiv · cs.ROGokul Narayanan et al.
A Deployment Case Study in Robotic Apparel Automation: Digital Twin Integration, Interoperability, and Workforce Enablement
Digital TwinDigital ThreadPLM & BOM - arXiv · cs.ROJohn S. Baras et al.
IDDMBSE: Integrating Data-Driven and Model-Based Systems Engineering for Trusted Autonomous Cyber-Physical Systems
MBSEGenerative & AI Design - arXiv · cs.SECharles Lewis et al.
SHIA: A Direct SysML-Hardware Interface Architecture for Model-Centric Verification
Digital ThreadMBSEPLM & BOM - arXiv · cs.LOJosh Gibson
Sheaves as a Means of Maintaining Consistency in Model-based Systems Engineering
MBSE - arXiv · cs.SEOm Parkash et al.
Asset Administration Shell-Based OCL Validation Framework for Model-Based System Engineering
MBSE - arXiv · cs.AITong Duy Son et al.
Automotive Engineering-Centric Agentic AI Workflow Framework
MBSE - arXiv · cs.SENathan Strange
Data-Oriented Modeling for Spacecraft Design
MBSE - arXiv · cs.SEH. Sinan Bank et al.
A Framework and Prototype for a Navigable Map of Datasets in Engineering Design and Systems Engineering
Digital ThreadKnowledge & Ontology - arXiv · cs.SEH. Sinan Bank et al.
GENAI WORKBENCH: AI-Assisted Analysis and Synthesis of Engineering Systems from Multimodal Engineering Data
Digital ThreadMBSEPLM & BOM - arXiv · cs.SEMan Zhang et al.
Uncertainty Modeling for SysML v2
MBSE - arXiv · cs.CEMuhammad Tayyab Khan et al.
Context-Aware Mapping of 2D Drawing Annotations to 3D CAD Features Using LLM-Assisted Reasoning for Manufacturing Automation
Generative & AI DesignPLM & BOM - arXiv · eess.SYMohammad Mhadi Naderi et al.
Embedding Economic Input-Output Models in Systems of Systems: An MBSE and Hetero-functional Graph Theory Approach
MBSEKnowledge & Ontology - arXiv · cs.SENidhal Selmi et al.
Engineering Decisions in MBSE: Insights for a Decision Capture Framework Development
MBSE - arXiv · cs.SENoga Chemo et al.
Foundational Analysis of Safety Engineering Requirements (SAFER)
MBSEGenerative & AI Design - arXiv · cs.ROAtef Azaiez et al.
Verified Design of Robotic Autonomous Systems using Probabilistic Model Checking
PLM & BOM - arXiv · cs.AIIshaan Kaushal et al.
Unified Smart Factory Model: A model-based Approach for Integrating Industry 4.0 and Sustainability for Manufacturing Systems
MBSEPLM & BOM - arXiv · cs.AIHaytham Younus et al.
AI- and Ontology-Based Enhancements to FMEA for Advanced Systems Engineering: Current Developments and Future Directions
MBSEGenerative & AI DesignKnowledge & Ontology - arXiv · cs.SEJannatul Shefa et al.
An Analysis of Early-Stage Functional Safety Analysis Methods and Their Integration into Model-Based Systems Engineering
MBSE - arXiv · cs.AIVahid Salehi et al.
From product to system network challenges in system of systems lifecycle management
Digital TwinDigital ThreadMBSEPLM & BOM
Aggregated from open research sources — arXiv and Semantic Scholar — and refreshed on a schedule. Each item links to the paper on its source. Last updated .