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Resources

White papers & reports: 
AI for engineering

Read, download, and share our white papers and research from Monolith's dedicated team on a variety of subjects such as Machine Learning. Browse through our publication library to find content written by and for data scientists, engineers, and developers alike.

monolith white papers and publications for engineers
Developments in EV Battery Tech Thumbnail
White paper
Monolith Battery Report 2024: Advances, Testing & 2025 Outlook
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Multivariate Anomaly Detection White Paper Thumbnail
White paper
Anomaly detection in 
engineering applications
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Monolith Security Document Thumbnail
Technical guide
Monolith security & data management procedures
Access technical guide
Confusion Matrix Guide Thumbnail-1
Technical guide
Trusting your model: confusion matrix
Access technical guide
Battery Degradation Testing Whitepaper Thumbnail
White paper
Battery degradation testing: saving months and millions 
Read study
Template-2
White paper
Case studies: AI solutions for battery validation 
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Forrester Report EV
Forrester study 2024
AI for EV battery validation
Read study
forrester pre order sm-3
Forrester study 2023
The state of AI in engineering  
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Accelerate EV Battery development with ai guided test
White paper
Accelerate EV battery development with AI-guided test
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Reduce Track Test Time Using AI
White paper
3 ways to identify good AI use cases in engineering
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White Paper - 4 Applications for AI in Validation Test
White paper
4 applications for AI in validation test
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Track Time Testing Using AI
White paper
Reduce track time testing using AI
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Crash Test BMW
White paper
Why crash test is an ideal use case for AI
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Finding a good AI use case for your engineering company
White paper
Finding a good AI use case for your engineering company
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How AI Can Exploit Data Sources of Different Quality & Availability
White paper
How AI can exploit data sources of different quality and availability
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Accelerate Engineering R&D With AI
White paper
Accelerate engineering research and development with the power of AI
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