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What is STOCHOS?

STOCHOS is a cutting-edge probabilistic AI tool tailored for engineering and research and development sectors. It efficiently utilizes available simulation, testing, and measurement data to quickly forecast new variants while offering uncertainty assessments for each outcome, enabling engineers to determine when they can rely on the findings or revert to conventional solvers. Using the DIM-GP framework, STOCHOS proves effective even with smaller datasets, accommodating samples ranging from a handful to several hundred, and is capable of managing diverse data types, including scalars, signals, 2D and 3D fields, meshes, geometries, and images. Among its features are surrogate modeling, uncertainty quantification, Bayesian and multi-objective optimization, as well as multi-fidelity modeling and sensitivity analysis, in addition to generative geometry techniques. The user-friendly STOCHOS Flow visual workbench allows users to build workflows without requiring programming skills, enabling teams to implement these workflows as web applications easily. The software can be installed on local hardware and works offline, thus ensuring both accessibility and privacy for users. Established in 2018 in Grafing bei München, PI Probaligence operates as part of the CADFEM Group and has emerged as a key technology partner with Ansys, fostering pioneering solutions in the engineering domain. Moreover, its seamless integration into existing workflows not only boosts productivity but also enhances operational efficiency within engineering teams, making it a valuable asset in today's fast-paced technological landscape.

What is ArcGIS Geostatistical Analyst?

Relying exclusively on real-world observations to predict and model spatial phenomena can often be impractical or unfeasible. With the ArcGIS Geostatistical Analyst, users can develop optimal surfaces from sample data while evaluating predictions to improve decision-making processes. This powerful tool is especially advantageous for examining atmospheric conditions, investigating petroleum and mining prospects, performing environmental assessments, implementing precision agriculture, and analyzing fish and wildlife populations. The extension is equipped with a diverse array of interactive tools that facilitate a visual inspection of the data before moving on to deeper analysis. In situations where the data may be incomplete or susceptible to inaccuracies, ArcGIS Geostatistical Analyst provides a probabilistic framework to effectively measure uncertainties. Users can create multiple surface scenarios to perform risk analyses, as geostatistical simulation allows for the development of various surfaces that accurately reflect real-world phenomena and offer a spectrum of potential values. This capability not only contributes to a better understanding of uncertainties but also significantly bolsters the overall reliability of the analyses conducted. Furthermore, the flexibility of the tool ensures that users can adapt their approach based on specific project needs, leading to more informed and strategic outcomes.

Media

No images available

Media

Integrations Supported

ArcGIS Pro

Integrations Supported

ArcGIS Pro

API Availability

Has API

API Availability

Has API

Pricing Information

Quote on request
Free Version
Free Trial Offered?

Pricing Information

Pricing not provided
Free Version
Free Trial Offered?

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

PI Probaligence GmbH

Date Founded

2018

Company Location

Germany

Company Website

probaligence.com

Company Facts

Organization Name

Esri

Date Founded

1969

Company Location

United States

Company Website

www.esri.com/en-us/arcgis/products/geostatistical-analyst/overview

Categories and Features

Machine Learning

Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization

Categories and Features

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