Artificial Intelligence Research and Engineering Consulting
Welcome to R. Calix AI Labs
R. Calix AI Labs conducts research and provides consulting services in
artificial intelligence, machine learning, deep learning,
industrial AI, computer vision, cybersecurity,
scientific computing, and engineering applications of AI.
The laboratory works at the intersection of academic research and
real-world engineering, developing practical AI solutions for science,
manufacturing, cybersecurity, and industrial systems.
Industrial Artificial Intelligence
Recent work has included collaborations involving the
U.S. Department of Energy (DOE)
and
U.S. Steel,
where advanced machine learning methods have been developed
for industrial process optimization and engineering decision support.
This work includes the development of
Neural Input Optimization (NIO),
a machine learning methodology for identifying operating conditions
that satisfy engineering objectives while respecting process
constraints.
These technologies are currently being implemented
within an operating manufacturing environment.
Areas of interest include:
- Industrial Artificial Intelligence
- Machine Vision
- Process Optimization
- Engineering Data Analytics
- Forecasting
- Scientific Computing
- Neural Input Optimization (NIO)
Books and Educational Resources
Over the past decade I have taught and conducted research in
artificial intelligence,
machine learning,
deep learning,
and cybersecurity.
These efforts have resulted in books,
open educational resources,
software,
and numerous peer-reviewed publications.
Current research interests include:
- Machine Learning
- Large Language Models (LLMs)
- Deep Learning
- Cybersecurity
- Computer Vision
- Industrial AI
- Scientific Machine Learning
- Engineering Applications of AI
Consulting & Collaboration
R. Calix AI Labs welcomes opportunities involving:
- Artificial Intelligence Consulting
- Industrial Technical Services
- Academic Research Collaborations
- Grant Proposal Participation (Consultant or Co-PI)
- Machine Learning Research
- Industrial Process Optimization
- Speaking Engagements and Workshops
Whether your organization is interested in applying artificial
intelligence,
developing industrial AI solutions,
conducting collaborative research,
or exploring new engineering applications,
we would be pleased to discuss potential opportunities.
Email:
rcalix@rcalix.com
Phone:
219-315-9612
rcalix@rcalix.com
