Genworth Mortgage Machine Learning Experience with Altair Knowledge Studio

In an ADAS, high-performance CPUs are the central core for decision-making and other high-level system management. To enable various self-driving capabilities, highly powerful accelerators (DLA, GPUs etc) are used. In this talk, we will first focus on the various AI/ML-based ADAS tasks and the underlying hardware used to execute those tasks. The talk will also focus on the fault tolerance and robustness aspects of these systems. Finally, a brief discussion on how commercial software like Altair EMBED and KnowledgeStudio can be used in the domain.

In a world where everything is becoming more and more connected, Mabe, a leader in home appliances, is using product connectivity to fuel a digitization strategy that delivers consumers the best experience through their solutions and services. Learn how they are using big data, AI, and analytics to uncover insights, create new business opportunities, and inform product development. The presentation by Martin Ortega, Senior Design Engineer at Mabe, aired at Future.AI in June 2021, and is a little over 17 minutes long. Learn what it takes to build a smart product – and where to begin. Download our free eGuide. View all Future.AI 2021 Presentations

AI-powered real-time melt-pool analytics for accelerated product development and production.

Serba Dinamik turbines power all critical systems on oil rigs, including safety systems and pumps. The equipment must be consistently reliable with no unplanned downtime. Traditional preventative maintenance schedules are time-consuming and resource-intensive. Learn how they developed a predictive maintenance system, to take preventative action only when needed.

The costs of unscheduled downtime in manufacturing environments can be detrimental to operations. Altair makes it easy to monitor equipment health in real-time and predict failures. See how you can gain the insights your organization needs to avoid machine failures and unplanned downtime, increase equipment utilization and production line productivity, and reduce maintenance costs.

Altair products are quickly evolving into AI-driven products. Starting from the modeling and visualization products, the latest release of Altair HyperWorks includes features like shapeAI, which quickly finds and classifies parts “by shape” inside geometry files or finite element meshes - when you want to locate all of the bolts, shafts, and gears in a complex assembly - by applying machine learning.

Safety and reliability are paramount objectives of the aero-engine development work. Comprehensive dynamic simulation and testing ensure safe and reliable products. However, new design architectures with increasing demand for power density need to be developed in even shorter time scales. Robust structural dynamics are one key objective that needs to be addressed very early in the concept design. Today’s analysis tools need to make accurate dynamic predictions at the system level which takes a long time due to very large design iterations and robustness assessments. An approach to resolve this dilemma by combining Altair SimSolid with frequency-based coupling and data science thinking is presented. The presentation by Carsten Buchholz, Project Engineer for Hybrid Electric Flight Demonstrator at Rolls-Royce, aired at Future.AI in June 2021, and is almost 13 minutes long. Ready to see how your company can drive innovation with AI-powered design? Contact our solutions experts today. View all Future.AI 2021 Presentations

One of the challenges for CIOs and CFOs in managing IT spend is to get accurate data that can help to optimize spend. At Altair, we understand the need and we want to be your partner every step of the way. Learn how we delivered a most comprehensive data analytics solution for the IT finance team at Aptiv that helped to reduce operational time and automate the process of calculating the global IT spend accurately for managerial reporting. The presentation by Ripan Barot, Director of Professional Services and Customer Support at Altair, aired at Future.AI in June 2021, and is over 22 minutes long. See how Altair's predictive analytics solutions support calculating accurate IT spend. Contact us. View all Future.AI 2021 Presentations

Explore how mortgage lending, operations, and servicing groups leverage data analytics solutions to automate processes, apply predictive and prescriptive analytics, and monitor assets visually. Join us to see demonstrations on data extraction, content management, predicting credit defaults, and visual analytics. The presentation, by Senior Solutions Specialist Alyson Kelley, and Subject Matter Expert Joe Lovati from Altair, aired at Future.AI in June 2021, and is almost 44 minutes long. Ready to explore predictive analytics and process automation? Contact us! View all Future.AI 2021 Presentations

With the increasing adoption of telehealth and retailers expanding into healthcare delivery, patient demands for access and convenience continue to grow. Many organizations still rely on spreadsheets for key reporting and data management functions, but the manual processes required to manage healthcare data using spreadsheets are cumbersome and prone to error. Turning data into insight quickly is no longer optional and healthcare providers must respond with more efficient data handling workflows. In this session, we will explain how healthcare organizations can optimize their operations, improve patient experience, and reduce their costs using Monarch and advanced data transformation software in conjunction with spreadsheets. The presentation by Solutions Specialist John Strazdins, and Director of Healthcare Vertical at Altair Paige Jankowski, aired at Future.AI in June 2021, and is over 28 minutes long. Explore Altair Data Analytics for Healthcare View all Future.AI 2021 Presentations

Data scientists and business analysts across the retail industry use Altair to generate actionable insight from their data. In this session, we will explore how easy-to-use machine learning and predictive analytics tools empower you to rapidly analyze data and quickly produce explainable results - without requiring a single line of code. The presentation by Solutions Specialist Jack Lynch, and Director of State, Local & Education Vertical at Altair Mark Burns, aired at Future.AI in June 2021, and is over 21 minutes long. View all Future.AI 2021 Presentations

Several OEMs currently face the challenge of information silos due to poor integration of models across the product life cycle. Furthermore, there is limited reuse of models between programs and the variation of modeling maturity across various Engineering disciplines results in lack of traceability. In this short presentation, we will look at solutions and workflows that leverages a systems model as a common language of communication while facilitating various types of real time dashboards and visualization to help understand and optimize the entire Mechatronic system performance.

Presented at the ATCx Heavy Equipment in May 2021.

Speaker: Keshav Sundaresh, Global Director – Smart Systems & Mechatronics, Altair

Duration: 20 minutes

Anthony Mc Loughlin VP Sales Data Analytics, EMEA presents how to empower engineering to make data & AI work.

Marco Fliesser Technical Director Data Analytics EMEA presents "The Value of Data Analytics in the Smart Factory ".

How can banks & credit unions use data automation and predictive analytics to reassess risk due to COVID-related unemployment? Join Dylan Tancill, Director of Altair's Bank & Credit Union Team, for a lively discussion presented at the recently held 5th Annual CULYtics Virtual Summit 2020.

James R. Scapa brings more than 35 years of engineering experience to his dual role of chairman and CEO of Altair, a title he has held since the company's inception in 1985. Through Scapa's leadership, the company is now a global technology company that provides software and cloud solutions in the areas of product development, high performance computing (HPC) and data analytics. Today, the company employs over 3,000 engineers, scientists and creatives with more than 86 offices in 25 countries. With more than 11,000 customers globally, Altair software enables customers to enhance product performance, compress development time and reduce costs. Scapa earned a bachelor's degree in mechanical engineering from Columbia University and a master of business administration degree from University of Michigan.

Explores the five key areas to invest in to enable smarter decision making with data.

Altair solver technology helps to unleash the limitless potential of the creative mind. We seek through our technology to inspire and empower people to solve the greatest engineering challenges. The 2020 software release further advances forward-looking technologies for simulation and optimization from concept to in-service across multiple disciplines encompassing structures, fluids, thermal management, electromagnetics, and electronics. With major additions to our multi-physics solver portfolio, we get ever closer to being able to reliably predict design performance.

ML and AI is experiencing a revolution in the scale of usage and applications. A common and frequent step in the ML model development process is the use of data to extract insights about the process being modeled and optimized. However, insights based on data could often show unreal trends and relationships.

Harnessing the full benefits of enterprise data solutions doesn’t happen overnight. At Altair we understand operationalizing analytics is a journey and we want to be your partner every step of the way. Learn how we’re delivering you the most value with our comprehensive enterprise data analytics solutions, flexible licensing model and expert global support services.

Explore how Altair’s self-service data analytics platform enables people of all skill levels to access, generate, and use smart data to make insightful, informed decisions. We’ll be joined by our solution specialist to see how different federal government data sets, including maintenance analytics data, accounting data and criminal investigation data, can be easily transformed and business processes automated.

This session will be a general overview of just exactly what machine learning is and how it can add value to your business. Definitions of terms and an overview of what kinds of predictive analytics there are, and what is needed from a business perspective to take advantage of these predictive techniques. Attendees will be given examples of models and an introduction on how to take historical data, build models and create a reusable workflow.

Building on the introduction class, this session will take the attendees on a journey into specific modeling examples, example on how to validate those models and finally analysis and test those models.

The presentation will go through a scenario of a smart factory (along the lines of the Industry 4.0 initiative) where a chemical process within a pharmaceutical company produces a substance critical to the production of medications.

“Altair transforms design and decision making by applying simulation, machine learning and optimization throughout product lifecycles”. We envisioned and matured our platform to provide a helping hand in taking our customers through the digital transformation journey to enable business transformation.

This presentation discusses the changes in product lifecycles in the last decade or so, introduces artificial intelligence and machine learning, and how it fits with simulation & engineering. Simulation and machine learning product lifecycles, and current trends will be discussed, along with Altair's vision of simulation with machine learning.

The Altair Multiphysics platform provides a broad portfolio of solvers and tools to help engineers develop e-motor design requirements by using simulation and optimization methods. This presentation provides examples, using Altair Machine Learning and optimization solutions, of the e-motor requirements by leveraging in data available, which is key for e-motor designers to reduce time-to-market.

Machine Learning Applications in Engineering Dr. Shidan Murphy, Director APAC Solutions Specialists, Data Intelligence, Altair

Seen here presenting at the UK Altair Technology Conference 2019, James R. Scapa brings more than 35 years of engineering experience to his dual role of Chairman and CEO of Altair Engineering, Inc., a title he has held since the company’s inception. In 1985, Mr. Scapa and two partners founded a small consulting activity in the new field of computer-aided-engineering. Today, the company employs over 2,000 employees with more than 82 offices throughout 25 countries.

Through Mr. Scapa’s leadership, the company is now a leading global provider of simulation technology and engineering services that empower client innovation and decision-making. With over 5,000 clients, Altair serves the automotive, aerospace, government and defense, heavy equipment industry sectors as well as the consumer products, shipbuilding, energy, electronics, life sciences, and architecture engineering and construction markets. Prior to establishing Altair, Scapa served as an engineering consultant to the automotive industry, beginning his career with Ford Motor Company in 1978. Scapa holds a Bachelor’s degree in Mechanical Engineering from Columbia University and a Master of Business Administration from the University of Michigan.