Invited Talks

American Society of Mechanical Engineers (ASME)

Aug 2025

IDETC-CIE'25 • Data2Design Workshop

"Design Datasets: Overview of curated datasets enabling AI‑driven design."

Luminary Cloud

Jun 2025

Physics AI Webinar
Hosts: Mike Emory, Prof. Juan Alonso, Joseph Warner

"Addressing the Data Bottleneck for Foundational Physics Models"

Foresite Labs

Apr 2025

Foundation Models of the Physical Universe Symposium
Hosts: Vikram S Bajaj, Scott McIsaac

"Enabling Generative AI for Car Design with DrivAerNet++: A Large-Scale, Multimodal, High-Fidelity Dataset"

Autodesk

Mar 2025

Physics-Informed AI Seminar Series
Host: Ye Wang

"DrivAerNet++: Towards Large-Scale, High-Fidelity Open-Source CFD Datasets for Physics Foundation Models"

Volkswagen Group

Feb 2025

Fachliche Austauschrunde - Aerodynamik

"DrivAerNet++: A Large-Scale Multimodal Car Dataset with Computational Fluid Dynamics Simulations and Deep Learning Benchmarks"

MIT Center for Computational Science and Engineering

Nov 2024

ML+Turbulence Seminar

"Surrogate Models for Large-scale CFD Simulations"

Flexcompute & MIT AeroAstro

Nov 2024

CFD Seminar
Host: Prof. Qiqi Wang

"DrivAerNet++: A Large-Scale High-Fidelity CFD Dataset for AI-Driven Automotive Design"

Toyota Motor Corporation (TMC) & TRI

Nov 2024

Data-driven Car Design Workshop

"DrivAerNet: A New Era of AI-Enhanced Aerodynamic Design for Automobiles"

MIT School of Science

Oct 2024

Open Data @ MIT

"Towards Large-Scale, High-Fidelity Open-Source CFD Datasets for Physics Foundation Models"

Cadence & BETA CAE Systems

Oct 2024

North America Open Meeting, Novi, Michigan

”DrivAerNet++: Advancing Automotive Aerodynamic Design with High-Fidelity Multimodal Dataset”

Nvidia

Jul 2024

Seminar
Host: Alexey Kamenev

”Data-Driven Aerodynamic Design with DrivAerNet++”

Toyota Research Institute (TRI)

Jun 2024

”ML for Aerodynamic Design Optimization”

Nvidia

Apr 2024

Seminar
Host: Chris Choy

”Data-Driven Aerodynamic Design with DrivAerNet”

MIT AeroAstro

Apr 2024

Seminar
Host: Prof. Adrian Lozano-Duran

”Towards Large-Scale and High-Fidelity CFD Datasets”