A3D3 All-Hands Annual Meeting

Session

Overview

16 Aug 2025, 08:45

Keith Spalding 410 (Pasadena, California - Caltech)

Conveners

Overview: Machine Learning Topics in A3D3

• Javier Mauricio Duarte (Univ. of California San Diego (US))

25. Machine Learning Topics in A3D3

Javier Mauricio Duarte (Univ. of California San Diego (US))

16/08/2025, 08:45

Throughout different scientific disciplines, there is a need for machine learning models that leverage domain knowledge through inductive bias and data representations to maximize their potential. In addition, efficient machine learning implementations optimized for inference in hardware are critical for low-latency, high-throughput, or limited-resource scientific applications. In this...

27. Machine Learning Topics in A3D3

Javier Mauricio Duarte (Univ. of California San Diego (US))

Throughout different scientific disciplines, there is a need for machine learning models that leverage domain knowledge through inductive bias and data representations to maximize their potential. In addition, efficient machine learning implementations optimized for inference in hardware are critical for low-latency, high-throughput, or limited-resource scientific applications. In this...