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Understanding the intersection of AI and simulation – Part 1
Simulation has been a cornerstone of the design process for
many years but despite how advanced modern simulation tools have become, there are
always ways to continue advancing. Artificial intelligence and machine learning
represent one such path to improvement, working in tandem with existing
simulation techniques to accelerate design space exploration and beyond.
In this special miniseries, host Spencer Acain is joined by Todd
Tuthill, Vice President for Aerospace and Defense and Marine Industry at Siemens,
Dr. Justin Hodges, Senior AI/ML Technical Specialist at Siemens as well as
Fatma Kocer-Poyraz, Vice President of Engineering Data Science at Altair to
explore the ways AI/ML will complement traditional simulation and enhance
design space exploration going forward.
In this episode you will learn:
·
What are the synergies between AI and
simulation? (3:12)
·
The power ML surrogates for design space
exploration (7:17)
·
Value of AI and simulation (11:35)
·
Understanding synthetic data (14:36)
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By Siemens Digital Industry Software
5
11 ratings
Simulation has been a cornerstone of the design process for
many years but despite how advanced modern simulation tools have become, there are
always ways to continue advancing. Artificial intelligence and machine learning
represent one such path to improvement, working in tandem with existing
simulation techniques to accelerate design space exploration and beyond.
In this special miniseries, host Spencer Acain is joined by Todd
Tuthill, Vice President for Aerospace and Defense and Marine Industry at Siemens,
Dr. Justin Hodges, Senior AI/ML Technical Specialist at Siemens as well as
Fatma Kocer-Poyraz, Vice President of Engineering Data Science at Altair to
explore the ways AI/ML will complement traditional simulation and enhance
design space exploration going forward.
In this episode you will learn:
·
What are the synergies between AI and
simulation? (3:12)
·
The power ML surrogates for design space
exploration (7:17)
·
Value of AI and simulation (11:35)
·
Understanding synthetic data (14:36)