News Article

Now Available from ITASCA: Innovative Machine Learning Tool for FLAC3D/FLAC2D V9.2

Minneapolis, Minnesota – October 4, 2024 – ITASCA is proud to introduce a groundbreaking modeling tool based on Machine Learning (ML), setting a new standard in geotechnical software. This revolutionary addition empowers users of all skill levels to swiftly test various model outcomes by simply adjusting model parameters via user-friendly sliders—no scripting required.

Experience the Future of Geotechnical Modeling with ITASCA’s Machine Learning Models

The Rock Slope Tool, ITASCA’s initial ML model offering, focuses on the common geotechnical and civil engineering task of calculating factor of safety for a rock slope. This tool lets you instantly assess slope stability under various conditions, helping you design safer, more efficient solutions. The rock slope tool calculates the factor of safety for a rock slope using the Hoek-Brown model, based on slope height, slope angle, and various site-specific conditions and material properties. 

The model leverages advanced ITASCA machine learning research, incorporating a vast dataset to enhance the accuracy of its analysis and predictions. By applying machine learning techniques to this extensive data, the model improves its ability to identify patterns and relationships within complex geotechnical conditions. This approach enables more reliable and efficient assessments, providing users with insights grounded in a combination of traditional geomechanical principles and cutting-edge data-driven technologies. The result is a tool that offers enhanced predictive power, leading to better decision-making in slope stability and related applications. Future releases will include additional models, expanding your ability to tackle a broader range of geotechnical challenges with ease. 

Figure 1. Rock Slope Tool for calculating factor of safety based on slope height, slope angle, and various site-specific conditions and material properties.

Unique Offering

ITASCA's ML models provide a unique modeling capability unmatched by any other geotechnical software provider. This innovation provides unprecedented capabilities for addressing geotechnical challenges with ease and precision.

Built on Decades of Expertise

ITASCA’s ML models for FLAC2D and FLAC3D are built upon over forty years of consulting experience, drawing from our extensive history of developing sophisticated models for clients and offering a robust and reliable foundation for your geotechnical modeling needs.

Key Benefits of ML Models

Ease of Use: Transform your modeling experience with intuitive parameter adjustments. The slider-based interface allows you to explore different outcomes quickly and effortlessly, regardless of your technical background.

Rapid Insights: With the ability to modify inputs and simultaneously see the impact of parameter changes on your model, reach insights and understanding of the geotechnical problem much faster than the traditional paradigm of inputting new parameters and rerunning a model, enabling rapid scenario testing and decision-making.

Backed by the Proven FLAC Engine: Use the machine learning tool to get a rapid answer, and for more detailed results and visualization, optionally use the “Run in FLAC” button to launch the same calculation in FLAC2D or FLAC3D.

No Scripting Required: Focus on the results, not the code. Our ML models eliminate the need for scripting, making advanced modeling more accessible.

Use Cases

The new ML models in FLAC2D and FLAC3D V9.2 are versatile and cater to a wide range of applications.

Academic: Enhance teaching by incorporating advanced machine learning tools with intuitive modeling software, empowering students and researchers to easily grasp and explore complex geotechnical concepts.

Commercial: Improve project outcomes and efficiency with rapid, accurate modeling that supports informed decision-making in commercial projects.

Consultancy: Deliver exceptional value to clients by leveraging advanced ML models to address complex geotechnical challenges swiftly and effectively.

Get Started

Experience the future of geotechnical modeling with revolutionary ML models in FLAC2D and FLAC3D V9.2. Join the forefront of innovation and unlock new possibilities in your geotechnical projects.

Discover more about FLAC2D and FLAC3D V9.2 online or contact our team for a personalized demonstration.

About ITASCA

ITASCA is an employee-owned engineering software development and consulting company recognized globally for its expertise in geomechanics and hydrogeology. With a commitment to delivering innovative and sustainable solutions, ITASCA blends local experience with a global perspective. Headquartered in Minneapolis, Minnesota, ITASCA operates ten global offices and employs over 200 professionals dedicated to advancing engineering design and numerical modeling.

Press Contact: James Arth
Director of Marketing
marketing@itascacg.com

Visit us at: www.itascasoftware.com
Follow us on LinkedIn and YouTube

For additional information or inquiries, please contact James Arth at marketing@itascacg.com.

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