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Optimization-enabled Structural and Multiphysics Analysis

Simulation-driven design powered by topology optimization was created by OptiStruct over two decades ago. Its success has changed the CAE/CAD industry as today all vendors have embraced this trend. While there are vast offerings of generative design for highly simplified problems, we continue to lead the way with optimization-enabled solutions for complex, multi-physics problems. This presentation will highlight the fast expansion of solutions within OptiStruct and Radioss 2020 release. To make simulation pervasive from the start to finish during product development, computing scalability paired with fast growing HPC infrastructure is another key for the paradigm shift.

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HyperWorks Application at Daikin R&D Malaysia - ATCx Electronics Japan

HyperWorks Application at Daikin R&D Malaysia - ATCx Electronics Japan

1. FEA Explicit Dynamic for Drop Impact Simulation Using Altair Radioss  2. Multi parameter Sensitivity Analysis & Deterministic Design Optimization on A/C Outdoor Unit. 3. Uncertainty Quantification & Reliability Based Design Optimization 2D CFD Case Study

Conference Presentations
HPC in Weather and Climate

HPC in Weather and Climate

Weather and climate centers worldwide rely on the power of high-performance computing (HPC) to track, analyze, simulate and predict the behavior of weather systems, climate patterns and other atmospheric phenomena. In this roundtable, experts from leading weather and climate centers across the globe will detail how they harness HPC to fuel this critically important research. Topics will include:​ - Advanced workload orchestration to optimize resource utilization and accelerate research timelines​ - Maintaining critical uptime: alerting, support and redundancy measures​ - Storage and I/O optimization to manage massive data volumes​ - Machine learning and artificial intelligence to accelerate simulation timelines and improve prediction

Conference Presentations
Altair HPC: Scaling for the Future

Altair HPC: Scaling for the Future

The massive exploration of ideas through computational science and artificial intelligence is fueled by high-performance computing. In the cloud, on-premises, at the edge, and everywhere in between, explore the HPC technology maximizing HPC throughput and utilization for breakthrough results.

Conference Presentations
Shortening Time to Solution with AcuSolve on Azure’s New HBv3 Offering

Shortening Time to Solution with AcuSolve on Azure’s New HBv3 Offering

With faster computers comes new complexities that, if understood, can be mastered to yield significant application performance and cost improvements. In this breakout session, we will investigate how the Azure HBv3 offering, with increased memory bandwidth and L3 cache, can drastically reduce time to solution for AcuSolve at scale. We will cover some benchmarks and show how they perform on Azure at various scale points. This data will enable AcuSolve users to reduce time to solution so they can dedicate more time to improving their product.

Conference Presentations
High-performance Computing: Decades of Technological Advancement Give Drastically New Meaning to “HPC”

High-performance Computing: Decades of Technological Advancement Give Drastically New Meaning to “HPC”

At this moment, Altair has the largest brain trust of HPC expertise in the world. Join the experts who have shepherded technology as original as PBS, Sun Grid Engine and Runtime Design Automation into today’s high stakes commercial HPC space. They’ll discuss the decades of advancement, development and acquisition that went into assembling the most comprehensive HPC optimization portfolio on the market, preparing us for an all new definition of “high performance computing.”​

Conference Presentations
Building the Future of HPC Workload Management at ANL

Building the Future of HPC Workload Management at ANL

As Argonne National Laboratory prepares to support researchers tackling critical problems on its Polaris supercomputer and eventually its Exascale system, Aurora, William (Bill) Allcock, Manager, ALCF Advanced Integration Group, outlines the critical role of workload management in advancing what’s possible with HPC. He will share how his team’s initial exploration of open-source workload management technology led to their adoption of Altair’s commercial solution, PBS Professional, in 2021, and to a partnership between HPC experts at ANL and Altair that will shepherd workload management technology into the future of Exascale and beyond.​

Conference Presentations
Powering New Possibilities in the Cloud

Powering New Possibilities in the Cloud

Together with cloud providers and our other HPC partners, Intel is driving the performance and flexibility that are critical to running advanced HPC workloads in the cloud. We collaborate across our HPC ecosystem to help cloud providers offer accelerated, secure, and agile environments using our latest technologies, such as Intel® Xeon® processors. As cloud customers continue exploring new possibilities and applications for HPC, Intel is dedicated to facilitating their success. Intel works with HPC partners from various industries to enable forward-thinking cloud use cases such as bursting, AI, and advanced analytics. Learn how Intel collaborates with Public and Private Cloud Service Providers to optimize HPC workloads for fast, cost-effective execution on Intel-based Cloud Instances.

Conference Presentations
Introducing Multiphysics Workflows to Accelerate the Design of Electric Motor Driven Systems

Introducing Multiphysics Workflows to Accelerate the Design of Electric Motor Driven Systems

Electrification is everywhere! It brings energy efficiency into systems and also helps add new smart functionalities to products. The electric motor is a key element of such systems, converting electricity into mechanical power. It is multiphysics by nature. Electric machine engineers need to take into account various constraints from the early stage of the design, looking at electromechanical performance, as well as respecting thermal and NVH constraints. Simulations need to integrate these multiple physics and also coupling effects. Dedicated tools and streamlined multiphysics workflows are developed in order to reduce complexity and speed up the design. Speakers: Limin Huang, Electromechanical Engineer, Altair Samia Saaidi, Senior Technical Specialist - Electromechanical Solutions, Altair Duration: 20 minutes

Conference Presentations
Workshop: The Role of Simulation From Concept Development to Final Design

Workshop: The Role of Simulation From Concept Development to Final Design

This workshop demonstrates how a simulation-driven design approach to product development can have a drastic impact on the performance, design time, and profitability of a new product. Using a belt sander tool as a demonstration model, our presenters show how Altair’s design and simulation technologies can conduct a concept design analysis and optimization of the sander external housing to improve stiffness and reduce weight. They go on to show how we can simulate the manufacturing process itself by looking at filling, packing, cooling and warpage of the plastic housing; before concluding with a series of stress analysis and validation studies such as a virtual drop test, 3-point bending simulation and even a study of the effect of the heat transfer of the electric motor. This is a valuable session to see how simulation technologies can be used throughout the design process, adding value and reducing development time at each stage. Speakers: Ujwal Patnaik, Global Business Development Manager, Altair Chris Sambell, Application Engineer, Altair Duration: 60 minutes

Conference Presentations
Optimizing a Thrust Balance through a Multiphysics Approach

Optimizing a Thrust Balance through a Multiphysics Approach

Dactem (a DAM group company), developer of specialist test, measurement and assembly solutions for the aerospace industries, presents an overview of the optimization of a thrust balance used for accurate measurements in electrical thruster qualification endurance testing. The presentation will provide details on how a Multiphysics simulation approach was used to find the optimum design taking mechanical, thermal and electromagnetic performance into account. Speakers: Emmanuel Pouleau, CEO, Dactem (a DAM Group company) Pierre Moutet, Engineer, Dactem (a DAM Group company) Duration: 15 minutes

Conference Presentations
Developing defect free casting component using virtual validations for GDC

Developing defect free casting component using virtual validations for GDC

The filling and solidification process of molten metals are very complex in nature and the phenomenon of these process lead to casting defects.​  The defects like shrinkage cavity, porosity, cold shut, and sink, etc. should be identified, and at the same time, there should be a solution to overcome that prior to going for manufacturing.​  There should be an alternate approach for addressing these issues before manufacturing and an alternate approach should be fast, reliable, and user-friendly.​  The shown casting part made of SS304 and having Porosity defects inside it, which weaken the part structurally and creating problems at the functional area.​So, with the help of Inspire Cast identified porosity as well as overcome it up to a useable extent.​

India ATC 2021
Scaling the Infinite with Altair

Scaling the Infinite with Altair

On an international stage, confidence in your design is the bridge to success. Engineering principles have been cultivated to satisfy design requirements and help analyze more and more accurately. For Team Albatross, as analysis of aircraft design holds crucial, Altair strikes to be the first choice. This integrated system houses major products such as Simlab, SImSolid, and Hypermesh which have helped us introduce new design validation analyses for the team. With Altair, we achieved greater computational power even on the simplest of laptop configurations. Altair Hypermesh has allowed dealing with complex geometries that come with our design with utmost ease, giving precise results. Powerful products of Altair such as SimSolid help us perform a plethora of analyses in a short span of time and completely eliminate the barrier of computing limitations. Such unique analysis tools of Altair have enabled Team Albatross to secure ranks in the top 3 for the past 2 years on an international level, and this year, Team Albatross also stood 1st nationwide. Seeing this, it is certain that with what Altair has to offer, Team Albatross is more than ready to advance in technological standards and bring laurels this year too!

India ATC 2021
Altair and AMD Powering the Future of Simulation and HPC with 3rd Generation EPYC™ Processors

Altair and AMD Powering the Future of Simulation and HPC with 3rd Generation EPYC™ Processors

Learn how to maximize performance using AMD's 3rd Generation Epyc™ Processors to run simulations with Altair solvers in Eric Lequiniou’s presentation at SC21.

Conference Presentations
Latest Achievements with Altair Radioss™ on Arm-based Processors

Latest Achievements with Altair Radioss™ on Arm-based Processors

In this prestation at SC21, Eric Lequiniou highlights the latest achievements of Altair Radioss™ running on Arm-based processors.

Conference Presentations
Efficient Simulation Data Processing in HyperWorks

Efficient Simulation Data Processing in HyperWorks

In this session we will highlight how Altair HyperWorks supports efficient data processing and visualization, thereby helping users to make decisions faster. From the simulation-driven design workflow, fully integrated with HyperWorks’ model build functionalities, to the high-performance visualization and reporting of simulation results, HyperWorks provides the best framework to visualize, process, and report data

Future.Industry 2021
Design Finalization using Multiphysics Simulations with Altair SimLab

Design Finalization using Multiphysics Simulations with Altair SimLab

The increasing complexity of machines requires active management and evaluation of potential product failures and simulation of physically accurate conditions during development. Achieved through multiphysics simulation, Altair SimLab can simulate a wide range of interacting physical models including fluid-structure interaction (FSI) and thermomechanical simulation. By helping with complex design problems, simplified modeling workflows give a deeper understanding of phenomena and root causes of unwanted behavior.

Future.Industry 2021
Panel Discussion: HPC & Cloud for Software Stakeholders, Where Your Computer Comes from and Why it Matters

Panel Discussion: HPC & Cloud for Software Stakeholders, Where Your Computer Comes from and Why it Matters

In this panel, participants including Dr. Gerardo Olivares of the National Institute for Aviation Research (NIAR) and David Griffith of Robotic Process Automation software provider, AmdoSoft, will be joined by Altair’s own SVP - Strategic Relationships, Piush Patel, to discuss the benefits and complexities of navigating the complex HPC and cloud landscape. If you are a software user looking to accelerate productivity or vendor eager to understand how cloud delivery models can benefit your customers and bottom line, this panel will provide a practical look at the complex cloud landscape from the perspective of software stakeholders and advice from experts on how to embrace it.

Future.Industry 2021
Overcoming the Thermal Challenges of Electronic Devices

Overcoming the Thermal Challenges of Electronic Devices

To design today’s tightly packaged electronic systems it is essential to create a thermal analysis model of the PCB within its enclosure. Learn how Altair SimLab provides robust and repeatable workflows for fast, accurate, and consistent analysis, even for occasional users allowing them to confidently identify and correct potential design issues earlier in development with accurate thermal analysis that doesn’t require advanced CFD knowledge.

Future.Industry 2021
Bringing the Future Faster Through Innovation and Analysis, by American Axle & Manufacturing (AAM)

Bringing the Future Faster Through Innovation and Analysis, by American Axle & Manufacturing (AAM)

AAM has been providing mechanical drivelines to automotive customers for more than 25 years. As the automobile transitions to electrification, so too must the driveline. AAM has developed a suite of innovative, lightweight, compact and cost-optimized electric drive units and electric beam axles to meet the growing global technology demand as electric vehicles continue to expand over the next decade. Engineering simulation, optimization and validation tools were significant enablers to increase the validation confidence and reduce the time to market for these new products.

Future.Industry 2021
Resonate Well - Harvesting Bladeless Wind Energy, by Vortex Bladeless

Resonate Well - Harvesting Bladeless Wind Energy, by Vortex Bladeless

Sustainable designs last longer. David Yáñez from Vortex Bladeless, a Spanish start-up, shares his vision of the technology, the strategies used for the integration of the different physical phenomena involved in the simulation-driven design, and the development of their resonating structures having minimal parts susceptible to wear by friction. The simulation results from CFD, with fluid-structure interaction, and electromagnetic field simulation are compared with experimental wind tunnel results and from in-service environments.

Future.Industry 2021
CFD Simulation - Not Just for Experts

CFD Simulation - Not Just for Experts

An intuitive and robust CFD workflow is available in Altair® SimLab® - a process-oriented, feature-based finite element analysis software that allows you to quickly and accurately simulate the engineering behavior of complex assemblies. For fluid and thermal analyses, SimLab can make the model setup process even faster, repeatable, thereby minimizing tedious manual steps that can be automated. A live demo will be performed using real-world models to show the simple and smooth analysis process in Altair SimLab that goes from CAD to results in minutes.

Future.Industry 2021
Where to Begin: HPC and Cloud Computing Models for Engineers

Where to Begin: HPC and Cloud Computing Models for Engineers

In this session, cloud expert Rick Watkins presents three actionable HPC and cloud models designed to optimize innovation potential and longtime ROI, whether your team is small and nimble or maintains its own large compute infrastructure. Engineers interested in boosting performance with HPC will come away with an understanding of what HPC and cloud model could be right for them – as well as a high-level appreciation for the critical role that IT infrastructure optimization plays in maintaining your team’s competitive edge, and all the complexity involved in making appear simple.

Future.Industry 2021
Lightweighting Made Easy with Design Space for Topology Optimization

Lightweighting Made Easy with Design Space for Topology Optimization

With lightweighting at the forefront of the sustainability discussion, Altair HyperWorks has introduced a targeted environment to rapidly create models for topology optimization. The complete HyperWorks Design Space environment includes an automotive-only non-design space library, collision detection, and a fast and efficient voxel Boolean mesh engine. It facilitates the creation of new model variants in seconds without the need to go back to CAD. In addition to automotive BIW architecture studies, it supports design space local and global modeling for generic sub-systems throughout different industries. The concept adhesive workflow is also available to identify location of structural adhesive.

Future.Industry 2021
From Product Feasibility to Process Optimization for Metal Forming: Inspire Form

From Product Feasibility to Process Optimization for Metal Forming: Inspire Form

Product engineers are under constant pressure to reduce costs, improve quality and increase the throughput of manufacturing processes. Applying a simulation-driven design for manufacturing (SDfM) approach to product development can help understanding the product manufacturability early in the design cycle, while considering various design alternatives and choosing the best performing, manufacturable design up front. After a brief introduction of the metal forming process, the presentation will explore a typical use case of a sheet metal part - subject to static and dynamic loading – showing how simulation can be very effective in reducing cost for parts redesign and dies modifications, while providing engineers with valuable insights on the manufacturing process and product performance.

Future.Industry 2021
A Day in the Life: How HPC and Cloud Multiply the Exploration Potential of Your Workday

A Day in the Life: How HPC and Cloud Multiply the Exploration Potential of Your Workday

Today’s most competitive engineering, research, and design teams can access their software, their data, and importantly, powerful HPC resources, from anywhere in the world. From launching software on any device to accelerating jobs with on-demand solving power and seamlessly visualizing, sharing, and managing data with their team, in this session attendees will follow a “day in the life” of the modern engineer, with a special look at how HPC and cloud technology make it possible to scale exploration exponentially without increasing the hours spent at engineering desks.

Future.Industry 2021
Topology Optimization Considering Fluid Flows

Topology Optimization Considering Fluid Flows

For the past three decades, Altair’s optimization solutions have driven the innovative, lightweight, and structurally efficient designs of many products you see and use every day. The intense focus on additive manufacturing in recent years have given a boost to topology optimization and generative design, providing more freedom to explore alternatives. Today, we keep on innovating the technology, looking at including multiple physics, like thermal, electromagnetics, and fluid flow to drive design. Altair AcuSolve – coupled with Altair Optistruct – enables engineers to find the optimum shape by simply defining inlets, outlets, and the allowable space in which the solver can work. AcuSolve’s gradient-based topology optimization method will quickly and efficiently find the path of least resistance to deliver fluid flows with minimal effort.

Future.Industry 2021
Improving Comfort and Robustness of Jabra Headsets with Simulation-driven Design, by GN Audio

Improving Comfort and Robustness of Jabra Headsets with Simulation-driven Design, by GN Audio

The usability of a headset is largely determined by a comfortable fit and its resistance to everyday use. Learn from Alice Lin, Manager of Mechanics at GN Audio R&D how she introduced FEM simulation capabilities at Jabra. The presentation shows how product design benefits from structural analysis, design for comfort, and drop test simulation. A future extension of simulation capabilities intends to address more areas and improve the simulation-driven design process efficiency. Speaker: Alice Lin, Manager of Mechanics, GN Audio Duration: 22 minutes Click the AD icon to select alternative audio translations - French, German, Portuguese and Spanish.

Future.Industry 2021
The Future of Design Exploration with AI-powered Design

The Future of Design Exploration with AI-powered Design

Gaining insights into a product’s performances has never been easier. With the HyperWorks Design Explorer, users can easily set up and execute the design of experiments (DOE) and optimization studies, learning which attributes contribute the most to the different performances, review, plot, and compare results from multiple runs, and ultimately identify optimal designs. The quick and easy setup process is solver independent, yet fully integrated with Altair’s structural analysis solutions. On the other hand, many design specifications are quantifiable and can be confirmed by physics but optimizing a design for subjective design requirements such as the look and feel of a product requires a different approach. This is when expertAI can help. It uses machine learning to enable you to include criteria that have traditionally been considered purely subjective or expert-driven in design optimization. The AI algorithms cluster your designs with respect to their subjective behaviors allowing them to be labeled to train a model aligned with your preferences.

Future.Industry 2021
The Power of AI and ML in Product Design

The Power of AI and ML in Product Design

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.

Future.Industry 2021
Future.Industry CEO Keynote: The Convergence of AI, Simulation and HPC

Future.Industry CEO Keynote: The Convergence of AI, Simulation and HPC

At Altair, we see a future where seemingly disparate systems work seamlessly together to help businesses succeed. Where pin-point accuracy and speed mean the difference between winning and losing. The world of data science is intersecting with high-performance cloud computing, artificial intelligence, and IoT, unlocking limitless potential and enabling enterprises of all sizes to compete on a global scale while creating a more sustainable future.

Future.Industry 2021
AI-Powered Product Design

AI-Powered Product Design

What makes artificial intelligence a game changer is not what movies depict with the loud destructive powers of artificially intelligent robots. It’s the opposite, it is the silent creative destruction that it brings as apps in our phones or features in the tools that we use such as spam filters, fraud detectors, and recommendation engines. When combined, these tools make our lives more enjoyable, safe, and productive. In a similar spirit, at Altair, we have been working on powering product design and development with AI to make your work lives more enjoyable, and productive. Our focus has been improving processes and outcomes by reducing repetitive, labor-intensive, non-value-added tasks as well as emulating experts and enriching performance predictions with real-time field predictions. What makes these offerings unique is their no-code integration to the tools that you are already familiar with and hence not requiring you to have to leave your own working environment. In this presentation, examples of such AI-Powered product design processes will be demonstrated. The presentation by Dr. Fatma Kocer, VP of Engineering Data Science at Altair, aired at Future.AI in June 2021, and is almost 30 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

Future.AI 2021
2021 HPC Summit, Oracle Breakout Session - The Most Powerful HPC Platform in the Cloud

2021 HPC Summit, Oracle Breakout Session - The Most Powerful HPC Platform in the Cloud

This presentation discusses how and why business are moving to Oracle Cloud and what benefits they're realizing in areas including biomedical research, automotive simulation, and weather forecasting. The presentation, by HPC cloud architect Dr. Kevin Jorissen from Oracle, was recorded at the 2021 Altair HPC Summit, and is about 30 minutes long. View all HPC Summit 2021 Presentations

HPC Summit 2021
Redefine What’s Possible with HPC

Redefine What’s Possible with HPC

We are seeing a mass increase in data, coming at us from all directions. Whether you are running AI-enhanced HPC applications on-premises or HPC workloads in the cloud, you need platforms and solutions that will offer the performance, scalability, and flexibility to redefine what’s possible with HPC. This presentation by Trish Damkroger from Intel aired at the 2021 Altair HPC Summit, and is about 17 minutes long. View all HPC Summit 2021 Presentations

HPC Summit 2021
Job Scheduling on NCAR’s Next-generation Supercomputer

Job Scheduling on NCAR’s Next-generation Supercomputer

Computational and Information Systems Laboratory (CISL) supports and advances this research in the geosciences with the world-class HPC and high-performance storage.  For workload management and resource scheduling, NCAR uses Altair PBS Professional to exploit features like cloud bursting, fairshare, power-user and maintenance reservations, resource assignment with control groups, high-throughput hierarchical scheduling, green provisioning, and energy-aware scheduling. This presentation by Irfan Elahi, Brian Vanderwende, and John Blaas from the National Center for Atmospheric Research (NCAR) was aired during the 2021 Altair HPC Summit, and is about 29 minutes long. View all HPC Summit 2021 Presentations

HPC Summit 2021
Scalability Study of Large Ditching Model using Altair Radioss Mono- and Multi-domain Techniques

Scalability Study of Large Ditching Model using Altair Radioss Mono- and Multi-domain Techniques

The scalability performance of Altair Radioss software when running in parallel with up to 1152 cores, using mono and multi-domain techniques, was assessed for a large airplane-ditching model. Within the range of cores tested for the multi-domain (72 to 288 cores), the overall efficiency of the multi-domain simulations was significantly higher than the monodomain, taking almost a third of the time to complete the simulation when compared to the monodomain model for 72 cores. Both techniques have shown excellent scalability, with high scaling efficiency and with outstanding reliability of the results. This presentation by Rafael Bini Leite from National Institute for Aviation Research (NIAR), Amarendra Joshi from Oracle, and Jean-Michele Terrier of Altair aired at the 2021 Altair HPC Summit, and is about 25 minutes long. View all HPC Summit 2021 Presentations

HPC Summit 2021
Less Weight, More Freight

Less Weight, More Freight

TransAnt GmbH is an Austrian joint venture by ÖBB Rail Cargo Group and voestalpine Stahl GmbH with the aim to bring more efficient and effective transport alternatives on to the market and thus making rail freight transport more attractive and sustainable.

In this presentation the company talks about the development of their freight wagon “TransANT” - a revolutionary platform concept that reacts to the changing needs of their customers. Its 20% lighter underframe creates a payload advantage of up to 4 tonnes per wagon. Industry-specific wagon bodies and straightforward swapping make for ideal logistics solutions - adaptable to every type of logistical requirements. Using Altair software, the company is currently making TransANT assemblies ready for serial production.

Presented at the ATCx Heavy Equipment in May 2021.

Speakers: Anja Schmid, Key Account Manager & Andreas Tomschi, Development Engineer, TransAnt

Duration: 20 minutes

Conference Presentations
Using FEA for train homologation - modeling bolted assemblies, composites parts, and topology optimization

Using FEA for train homologation - modeling bolted assemblies, composites parts, and topology optimization

In order to ensure the safety of passengers and on-board personnel, finite element calculation is used at SNCF as part of the acquisition, renovation / modernization projects of trains as a decision aid and preparation for testing approval of trains. This is the main case of the mechanical strength of bolted and screwed assemblies, and more and more of the integration of composite materials into rolling stock structures in order to make them more capacious and less energy intensive. To do this, SNCF is developing methodologies to make the modeling of bolted assemblies and composite parts more reliable, as well as topology optimization. The tools of the HyperWorks suite, and in particular, the OptiStruct solver, allow SNCF to represent its types of materials, as well as these phenomena (bolted assemblies + topology optimization).

Presented at the ATCx Heavy Equipment in May 2021.

Speakers: Patrick Jumin, Derik Joël Kengne Tapchom & Karim Slimani, SNCF

Duration: 20 minutes

Conference Presentations
First Time Right Machine Design with CAE Simulation

First Time Right Machine Design with CAE Simulation

G.S. Vidyaprakash presents how Lakshmi Machine Works Ltd. drives the design process with simulation. In his presentation First Time Right Machine Design with CAE Simulation, he discusses reliable simulation techniques to predict & prevent failure modes.

ATCx Industrial Machinery 2021
AI Powered Product Design

AI Powered Product Design

Dr. Fatma Kocer VP, Engineering Data Science at Altair showcases the impact of AI in development environments. In particular on how CAE tools will evolve and Design Exploration is taken to the next level.

ATCx Industrial Machinery 2021
Manufacturing Process Simulation The Right Model for the Right Decission at the Right Time

Manufacturing Process Simulation The Right Model for the Right Decission at the Right Time

Brett Chouinard, President and COO of Altair discusses Development challenges in Industrial machinery and illustrates how Altair's scalable simulation solutions provide the environment for simulation-driven innovation and how machine learning expands the capabilities furter.

ATCx Industrial Machinery 2021
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