Postgraduate certificate Simulation and Predictive Modeling with Artificial Intelligence

The field of architecture is faced with the challenge of designing sustainable and efficient buildings that meet the growing demands of modern cities. Predictive Simulation and Modeling with Artificial Intelligence have become essential tools that enable experts to anticipate and evaluate the performance of their designs before the construction process. It is therefore important for professionals to implement these tools in architectural design in order to significantly reduce energy consumption and improve occupants' quality of life. With this in mind, TECH is launching an innovative university program focusing on Predictive Simulation and Modeling with Artificial Intelligence. It is also taught in a 100% online practical mode.

University certificate

duration

6 weeks

Modality

Online

Schedule

At your own pace

Exams

Online

start date

Credits

6 ECTS

financing up to

3 months

Price

The world's largest artificial intelligence faculty”

Description

Thanks to this 100% online Postgraduate Certificate, you will use Predictive Modeling techniques to maximize the energy efficiency of architectural projects”

A new report prepared by the International Association of Architects reflects that the adoption of Artificial Intelligence in architectural design leads to a 20% reduction in construction costs and a significant improvement in the sustainability of buildings. Faced with this, specialists need to acquire advanced skills to use Simulation and Predictive Modeling tools to create more efficient buildings. Only in this way, architects will be able to anticipate and evaluate the performance of their designs under various conditions.

In this context, TECH launches an exclusive program in Simulation and Predictive Modeling with Artificial Intelligence. Devised by references in this subject, the academic itinerary will deepen the use of MATLAB to carry out advanced simulations. This will allow students to perform complex structural analysis to evaluate how different materials and shapes are subjected to dynamic loads. The curriculum will also delve into the use of AnyLogic to model the dynamics of space use and human mobility. In addition, the didactic materials will offer numerous case studies that will analyze how simulation influences urban and architectural planning. In this way, graduates will develop skills to use Simulation and Predictive Modeling software to predict the behavior of architectural designs.

On the other hand, the university program will be taught 100% online, with no continuous evaluation schedules or timetables. In addition, each graduate will have the opportunity to access the didactic contents freely, according to their own availability and at any time of the day. For the assimilation of the most complex contents of this academic proposal, TECH uses its revolutionary Relearning system. This method will enhance the absorption of theoretical knowledge and the development of practical skills in a more efficient way.

An academic institution that adapts to you and designs a program that will allow you to reconcile your daily activities with a quality program"

This Postgraduate Course in Simulation and Predictive Modeling with Artificial Intelligence contains the most complete and up-to-date program on the market. The most important features include:

Development of practical cases presented by experts in Artificial Intelligence
The graphic, schematic, and practical contents with which they are created, provide practical information on the disciplines that are essential for professional practice
Practical exercises where self-assessment can be used to improve learning
Its special emphasis on innovative methodologies
Theoretical lessons, questions to the expert, debate forums on controversial topics, and individual reflection assignments
Content that is accessible from any fixed or portable device with an Internet connection

Are you looking to use COMSOL to perform environmental simulations of large-scale projects? Achieve it through this university program in just 6 weeks”

The program’s teaching staff includes professionals from the field who contribute their work experience to this educational program, as well as renowned specialists from leading societies and prestigious universities.

The multimedia content, developed with the latest educational technology, will provide the professional with situated and contextual learning, i.e., a simulated environment that will provide immersive education programmed to learn in real situations.

This program is designed around Problem-Based Learning, whereby the professional must try to solve the different professional practice situations that arise during the course. For this purpose, students will be assisted by an innovative interactive video system created by renowned experts in the field of educational coaching with extensive experience.

You will delve into the use of Artificial Intelligence to optimize the design based on natural light and acoustic simulations"

With TECH's revolutionary Relearning methodology, you will integrate all the knowledge in an optimal way to successfully achieve the results you are looking for"

Syllabus

The curriculum will delve into the most advanced MATLAB simulation techniques, enabling professionals to model building energy consumption to optimize resource use and comply with sustainability regulations. The syllabus will also delve into the use of AnyLogic to model the dynamics of space use and human mobility. Along the same lines, the didactic materials will analyze the implementation of TensorFlow to model urban dynamics and structural behavior.

You will apply Predictive Models that simulate energy performance, ventilation and daylighting of buildings to improve the sustainability of architectural designs”

Module 1. Simulation and Predictive Modeling with Artificial Intelligence

1.1. Advanced Simulation Techniques with MATLAB in Architecture

1.1.1. Using MATLAB for Advanced Architectural Simulations
1.1.2. Integrating Predictive Modeling and Big Data Analytics
1.1.3. Case Studies Where MATLAB Has Been Fundamental in Architectural Simulation

1.2. Advanced Structural Analysis with ANSYS

1.2.1. Implementing ANSYS for Advanced Structural Simulations in Architectural Projects
1.2.2. Integrating Predictive Models to Evaluate Structural Safety and Durability
1.2.3. Projects Highlighting the Use of Structural Simulations in High Performance Architecture

1.3. Modeling Space Use and Human Dynamics with AnyLogic

1.3.1. Using AnyLogic to Model the Dynamics of Space Use and Human Mobility
1.3.2. Applying AI to Predict and Improve the Efficiency of Space Use in Urban and Architectural Environments
1.3.3. Case Studies Showing How Simulation Influences Urban and Architectural Planning

1.4. Predictive Modeling with TensorFlow in Urban Planning

1.4.1. Implementing TensorFlow for Modeling Urban Dynamics and Structural Behavior
1.4.2. Using AI to Predict Future Outcomes in City Design
1.4.3. Examples of How Predictive Modeling Influences Urban Planning and Design

1.5. Predictive Modeling and Generative Design with GenerativeComponents

1.5.1. Using GenerativeComponents to Merge Predictive Modeling and Generative Design
1.5.2. Applying Machine Learning Algorithms to Create Innovative and Efficient Designs
1.5.3. Examples of Architectural Projects that Have Optimized Their Design Using These Advanced Technologies

1.6. Simulation of Environmental Impact and Sustainability with COMSOL

1.6.1. Applying COMSOL for Environmental Simulations in Large-Scale Projects
1.6.2. Using AI to Analyze and Improve the Environmental Impact of Buildings
1.6.3. Projects that Show How Simulation Contributes to Sustainability

1.7. Simulation of Environmental Performance with COMSOL

1.7.1. Applying COMSOL Multiphysics for Environmental and Thermal Performance Simulations
1.7.2. Using AI to Optimize Design Based on Daylighting and Acoustics Simulations
1.7.3. Examples of Successful Implementations That Have Improved Sustainability and Comfort

1.8. Innovation in Simulation and Predictive Modeling

1.8.1. Exploration of Emerging Technologies and Their Impact on Simulation and Modeling
1.8.2. Discussion of How AI Is Changing Simulation Capabilities in Architecture
1.8.3. Evaluation of Future Tools and Their Potential Applications in Architectural Design

1.9. Simulation of Construction Processes with CityEngine

1.9.1. Applying CityEngine to Simulate Construction Sequences and Optimize On-Site Workflows
1.9.2. AI Integration for Modeling Construction Logistics and Coordinating Activities in Real-Time
1.9.3. Case Studies Showing Improved Construction Efficiency and Safety through Advanced Simulations

1.10. Challenges and Future of Simulation and Predictive Modeling

1.10.1. Assessment of Current Challenges in Simulation and Predictive Modeling in Architecture
1.10.2. Emerging Trends and the Future of These Technologies in Architectural Practice
1.10.3. Discussion on the Impact of Continued Innovation in Simulation and Predictive Modeling in Architecture and Construction

Make the most of this opportunity to surround yourself with expert professionals and learn from their work methodology"

Postgraduate Certificate in Simulation and Predictive Modeling with Artificial Intelligence

In a world where data-driven decision making is crucial, simulation and predictive modeling have become essential tools for various industries. These techniques make it possible to anticipate results and optimize processes, thus improving efficiency and effectiveness in resource management. Therefore, the Postgraduate Certificate in Simulation and Predictive Modeling with Artificial Intelligence offers a unique opportunity to acquire advanced skills in this field. This TECH Global University program is designed to provide students with an in-depth understanding of how to apply artificial intelligence in simulation and predictive modeling. Through online classes, participants will have access to innovative content including machine learning techniques, optimization algorithms and data analysis methodologies. This will allow them not only to understand the theory, but also to implement practical solutions in real-world contexts.

Acquire solid AI skills with this online Postgraduate Certificate

This program, taught through the effective Relearning methodology, focuses on developing competencies that are highly valued in today's labor market. Graduates will be able to design predictive models that facilitate strategic decision making in different sectors, from health to manufacturing, including commerce and technology. In addition, they will learn to use simulation tools that will help them visualize complex scenarios and evaluate the impact of different variables on the desired results. The demand for professionals trained in simulation and predictive modeling continues to increase, and TECH Global University is positioned as a leading institution in the delivery of updated and relevant knowledge. Take advantage of the opportunity to graduate with experts in the field and take your career to the next level. Become a leader in the field of artificial intelligence and make a difference in your organization - enroll today!