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Where Rubber Meets The Road: Simulation, AI Modeling, and The Future of the Automotive Industry

This week’s Fish Fry podcast is all about AI modeling for automotive applications.  Seth DeLand (MathWorks) and I discuss the common challenges that automotive engineers face when implementing simulation into AI modeling, which automotive applications would benefit most from simulation, and why data preparation is a crucial step in the AI workflow during model-based design for automotive applications

 

 

Links for September 8, 2023

More information about MATLAB

More information about Simulink

More information about RoadRunner – MATLAB

Customer Example #1: Gotion, Inc. – Using battery cell charging data stored in Gotion’s cloud data platform to train and validate a neural network to estimate onboard battery pack state of charge using a trained neural network 

Customer Example #2: KPIT – Battery state of health and state of charge estimation using a hybrid machine learning approach Customer 

Example #3: Stellantis – Applying AI technologies to vehicle sensor modeling

 

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Fish Fry Executive Interviews

David Mayman, CEO – Mayman Aerospace 

Anupam Bakshi, CEO – Agnisys

Dave Kleidermacher, CTO – Green Hills Software

Robert Blake, CEO – Achronix

Jack Harding, CEO – eSilicon

Michiel Ligthart, COO – Verific

Simon Davidmann, CEO – Imperas

Jessica Gomez – Rogue Valley Microdevices

Shishpal Rawat, Chairman – Accellera Systems Initiative

Kevin Bromber, CEO – myDevices

Daniel Hansson, CEO – Verifyter

Mark Papermaster, CTO – AMD

David Fried, CTO – Coventor

Dr. Steven LeBoeuf, President – Valencell

David Dutton, CEO – Silvaco

Bob Niemiec, CEO – TwistThink

Allan Martinson, COO – Starship Technologies

Zhihong Liu, Chairman and CEO – ProPlus Solutions

Taher Madraswala, CEO and President – Open-Silicon

Kapil Shankar, CEO and Director – AnDAPT

Dan Fox, CTO – Local Motors

Kim Rowe, Founder and CEO — RoweBots

Lawrence Cooke, Founder and CEO — NovaSolix

Gregg Recupero, CTO — Performance-IP

Alan Grau, CEO — Icon Labs

Carl Alberty, Vice President – Cirrus Logic

Maximilian Odendahl, CEO — Silexica

Finbarr Moynihan, General Manager — MediaTek

Sanjay Pillay, CEO — Austemper

Louis Parks, CEO – SecureRF

Harold Blomquist, CEO – Helix Semiconductor

Dale Dougherty and Sherry Huss, Co-Founders – Maker Faire

David Su, CEO – Atomic Technologies

Mung Chiang, EVP and Dean of Engineering College – Purdue University

Clay Johnson, CEO – CacheQ

Andy Hock, Vice President, Product – Cerebras Systems

Dan Goehl, Co-founder and Chief Business Officer – UltraSense Systems

Charlie Green, Chief Operating & Technical Officer – Powercast

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