AI/ML Engineering for Advanced Computation
Harness Computational Power for AI/ML Model Training and Data Analysis
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Artificial Intelligence (AI) and Machine Learning (ML) are transforming industries by enabling smarter decision-making and automation. Vantage provides the computational resources needed to train complex models.
AI-Enhanced Design
Vantage uses AI techniques like PCA and Gaussian-process based surrogate models to speed up design optimization, cutting simulation times from hours to minutes.
End-to-End AI Workflows
Vantage supports the entire AI lifecycle, from data collection and preprocessing to model training and real-time analysis, ensuring efficient AI model development.
Optimized AI Infrastructure
Vantage offers a flexible cloud-based HPC infrastructure with the latest GPUs optimized for AI, allowing efficient scaling of AI/ML workloads.
AI Integration in Engineering
By combining AI with traditional engineering methods like CFD and FEA, Vantage enables faster and more accurate simulations, enhancing R&D processes.
Find out how Vantage reduces time-to-market and spend for organizations using HPC.
Unlock the Power of AI/ML with Vantage
Vantage HPC simplifies the process of training AI/ML models with its user-friendly platform and powerful computational capabilities.
How Vantage Transforms AI/ML Model Training
Aerospace Design Optimization
Vantage accelerates aerospace design by applying PCA and Gaussian-process surrogate models to CFD simulations. This reduces the dimensionality of datasets and predicts low-fidelity flow fields, cutting simulation times from hours to minutes.
AI-Driven Drug Discovery
Vantage leverages HPC and AI to process vast biological datasets, using advanced algorithms to predict molecular interactions and optimize drug candidates. This integration enhances computational speed and accuracy, expediting drug development timelines.
Automotive Crash Simulation
Vantage uses real-time data from IoT sensors, applying AI algorithms to predict equipment failures. This proactive approach allows for timely maintenance, reducing downtime and extending the lifespan of manufacturing machinery.
Predictive Maintenance in Manufacturing
Optimize recommendation systems by using Vantage's advanced analytical tools to train and refine machine learning algorithms. This results in more personalized and relevant recommendations in e-commerce, streaming services, and content platforms, enhancing user experience and engagement.
Financial Risk Modeling
Vantage processes extensive financial datasets with AI to identify patterns and anomalies. Machine learning models predict risks and detect fraud in real-time, enhancing risk management strategies and regulatory compliance.