SciREX
Scientific Research and Engineering eXcellence
An open-source scientific AI and machine learning framework built for researchers and engineers who need a robust, efficient, and mathematically rigorous platform. Developed by ZenteiQ and the AiREX Lab at IISc Bangalore in partnership with ARTPARK at IISc, it bridges the gap between theoretical research and real-world implementation.
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Core Capabilities
Scientific Computing
- Physics-Informed Neural Networks (PINNs)
- Differential Equation Solvers
- Scientific Data Analysis
Machine Learning
- Classical ML Algorithms
- Deep Learning Models
- Custom Loss Functions
- Advanced Optimizers
Research Tools
- Experiment Management
- Result Visualization
- Benchmark Datasets
- Performance Metrics
SciREX - Advanced SciML Library
SciREX is an open-source scientific computing and machine learning framework designed for researchers and engineers
Capabilities of SciREX
Research-First Design
Built specifically for scientific computing and research workflows
Mathematical Foundations
Strong emphasis on mathematical correctness and theoretical foundations.
Hardware-Aware Optimization
Automatically detects specific libraries according to your system configuration
Open Source
Ever evolving user and developer community with clear documentation requirements that maintains robustness
Scientific Visualization
Post processing abilities to easily visualize complex scenarios
Application Ready
Flexible data agnostic framework that can be applied to any project
Developed and Maintained by
Zenteiq AI-Tech
Zenteiq Aitech Innovations
Zenteiq Aitech Innovations Private Limited is a cutting-edge technology company specializing in artificial intelligence and scientific computing solutions. As a leader in industrial AI applications and Scientific Large Action Models, Zenteiq bridges the gap between academic research and practical implementation, bringing state-of-the-art scientific computing solutions to real-world challenges.
Our expertise includes:
- Enterprise AI Solutions
- Scientific Computing Applications
- High-Performance Software Development
- Industrial Process Optimization
- Advanced Analytics and Visualization
AiReX
AI for Research and Engineering eXcellence (AiREX)
The AI for Research and Engineering eXcellence (AiREX) Lab at Indian Institute of Science, Bangalore, is dedicated to pushing the boundaries of artificial intelligence, scientific machine learning, and computational science. Our work centers around creating powerful AI-driven predictive models and robust frameworks to tackle complex challenges.
We specialize in exploring the intersection of AI and traditional scientific methods, such as finite element analysis. By combining the best of both worlds, we aim to develop innovative solutions that advance both scientific understanding and practical applications. Our research focuses on:
- Scientific Machine Learning
- Physics-Informed Neural Networks
- High-Performance Computing
- Advanced Numerical Methods
- AI-driven Scientific Discovery
Accelerate Scientific Discovery with Advanced Computing Excellence
Ready to enhance your research capabilities with state-of-the-art scientific computing? Check out our GitHub repository to start your journey with SciREX.