DEVELOPER BLOG

Rekha Mukund

Rekha Mukund is a product manager in the compute group at NVIDIA driving the CUDA Tegra product for the Automotive, Jetson, and Android platforms. She also manages the NVIDIA SimNet product and OpenCL initiatives. Before joining NVIDIA, Rekha worked with Cisco for over eight years in the PayTV technology domain. She is a gold medalist in B.E.Computer Science from University Visvesvaraya College of Engineering (UVCE) - India, a national-level table tennis player and an avid traveler.

Posts by Rekha Mukund

AI / Deep Learning

Using Hybrid Physics-Informed Neural Networks for Digital Twins in Prognosis and Health Management

Simulations are pervasive in every domain of science and engineering, but they often have constraints such as large computational times… 11 MIN READ
AI / Deep Learning

Using Physics-Informed Deep Learning for Transport in Porous Media

Simulations are pervasive in every domain of science and engineering, but they are often constrained by large computational times, limited compute resources… 8 MIN READ
Graphics / Simulation

NVIDIA SimNet v21.06 Released for General Availability

NVIDIA SimNet is a physics-informed neural network (PINNs) toolkit, which addresses these challenges using AI and physics. 7 MIN READ
HPC

NVIDIA is Now OpenCL 3.0 Conformant

OpenCL 3.0’s focus on defining a baseline to enable developer-critical functionality to be widely adopted in future versions of the specification. < 1
Autonomous Vehicles

Sharing CUDA Resources Through Interoperability with NvSciBuf and NvSciSync

Figure 1. Various hardware engines on the NVIDIA embedded platform. There is a growing need among embedded and HPC applications to share resources and control… 13 MIN READ
AI / Deep Learning

NVDLA Deep Learning Inference Compiler is Now Open Source

Designing new custom hardware accelerators for deep learning is clearly popular, but achieving state-of-the-art performance and efficiency with a new design is… 6 MIN READ