Resource Library

Machine learning technology leveraging historical and real-time data from sensors mounted to production equipment as well as PLCs, SCADA, and other sources can accurately flag potential failures of whole machines and/or critical components before ...

Most manufacturers must handle large numbers of warranty claims related to a variety of products and components. The volume of claims can easily run to millions per year for consumer goods manufacturers. Patterns within claims data may indicate em...

Particle processing is one of the core activity of pharmaceutical products and processes development, manufacturing, and also drug delivery. The powder behavior and processing performance have direct impacts on process robustness, yield, and final product performance (drug delivery). 

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Material model calibration is an integral part of the Discrete Element Method modelling methodology, but the commonly adopted trial and error calibration approach is time and resource intensive. Recently developed workflow automation tools and cou...

Discover the new capabilities of Knowledge Studio that were released in 2020 to keep the tool moving as fast as science evolves.

2020 has been a slow and complicated year for some industries but not for technology. Technology continues to evolve at a fast pace and so should the solutions that s

Identifying unusual behaviors or patterns in machine components using sensor data can prevent small glitches from creating major operational problems.

Bruce Zulu, Director of Technical Support, Panopticon, Altair, discusses how over the past few years modern analytics and business intelligence (BI) have focused much more heavily on the full analytic workflow which includes data preparation, data...

In this presentation, Mark Do Cuoto, Vice President Data Analytics at Altair, discusses the complexities of Machine Learning and AI. Academia is teaching students how to code in R and Python to build out these ML/AI solutions. Join me to hear how ...

Dr. Bill Nitzberg, CTO, PBS Works at Altair, provides his perspective on the Future of HPC. HPC improves people’s lives – it’s the engine that accelerates solving complex science and engineering problems – making products more sustainable, making ...

Professor Karen Willcox, Director of the Oden Institute for Computational Engineering and Sciences, University of Texas at Austin discusses the role of computational science in the future of engineering and science.

Data Science. Artificial Intelligence. Machine Learning. Across science and engi

This presentation is by Dr. Rana el Kaliouby, the Co-Founder and CEO of Affectiva, and author of Girl Decoded.

Artificial intelligence is becoming mainstream and it is increasingly taking on roles that were traditionally done by humans - helping us lead healthier, happier, and more productive l

By extracting real value from their data, manufacturers can make accurate predictions about component life, replacement requirements, energy efficiency, utilization, and other factors that have direct impacts on production capacity, throughput, qu...

Dr. Ming Zhou, Sr. Vice President for software development at Altair provides his perspective on the future of design, simulation and optimization.

Traditionally product design starts with CAD, typically inheriting design concepts largely from previous product generations. Topology optimization

Warranty claims contain valuable information about product quality and reliability, customer expectations, and can reveal design or manufacturing defects. The proper utilization of this data enables manufacturers to make improvements to existing p...

Predictive maintenance provides a proactive solution to monitor equipment health and predict failures. It enables organizations to avoid machine failures and unplanned downtime, increase equipment and production line productivity, reduce maintenan...

Root Cause Analysis is critically important to the ongoing success of any manufactured product. Detecting design defects, raw material problems, build issues, and quality control shortfalls as early as possible fosters continuous product improveme...

Altair Data Analytics enabled government agencies and people of all skill levels to access, generate, and use smart data to make insightful, informed decisions.

Fraud mitigation requires technologies and business processes that are flexible in their construct, easily understood by all who are involved in fraud prevention, and are agile enough to adapt to new attacks without needing to be rebuilt from scratch.


Data from all business units and function

Data Analytics is at the core of driving business value through digital transformation. Transparency in model building and explaining model outcomes leads to confident decision making. Learn how Altair Knowledge Studio fits into an organization’s ...

Genworth Global Mortgage Insurance (GMI) outlines their Machine Learning Journey with Altair Knowledge Studio and Text Mining.

It's no industry secret that it costs less to retain existing customers than it does to acquire new ones.

Join Sam Mahalingam and Dr. Carsten Bange for a discussion on the latest trends influencing the world of data analytics.

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.

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 b...

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 pe...

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 th

Being connected to your products opens doors to recurring and value-based revenue streams. It not only solves your customer's toughest challenges; it also helps build a sustainable future for your company.

Try SmartWorks IoT today, for

Machine learning is a method of data analysis that automates analytical model building. As the antennas are becoming more and more complex each day, antenna designers can take advantage of machine learning to generate trained models for their phys...

Winning the innovation race for mechatronics products requires a tool set which can support a multi-disciplinary development process from early concept design up to in-service support.

Increase shop floor efficiency by identifying hidden anomalies and delivering insights for next-level monitoring and maintenance of manufacturing assets. Explore how Altair enables enterprises to leverage operational data throughout the complete d...

This short video demonstrates machine learning applied to a manufacturing workflow for an organic synthesis process. Altair Knowledge Studio - Altair's solution for advanced machine learning and artificial intelligence - is used in combination wit...

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.

“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 tr...

Our toolset can help you deploy edge compute clusters, train and execute machine learning models, implement complex application business logic, build apps, visualize real time data, and much more.

Knowledge Studio Text Analytics Add-On is an industry-first application that combines visual text discovery and sentiment analysis with the power of predictive analytics. It delivers unparalleled voice of the customer insights to support customer ...

Altair Data Analytics enables people of all skill levels to access, generate, and use smart data to make insightful, informed decisions.

Altair’s history working with financial service organizations including many of the largest global banks, credit unions, and mortgage service providers means we understand how analytics can help you

Machine learning techniques for CAE applications using Altair Data Analytics software.

A profound shift in the world economy means that businesses will rely more on analytics to predict a behavior down to a particular confidence interval. Loss of revenue streams and mitigating other risks highlights the importance of using data to d...

This video explores the many ways Altair Data Analytics software may be applied in financial services environments. Learn how to improve your skills in data preparation, machine learning, and data visualization.