Posts by Anima Anandkumar
Technical Walkthrough
Apr 08, 2022
Accelerating Climate Change Mitigation with Machine Learning: The Case of Carbon Storage
We present a new generation of neural operators, named U-FNO, that empowers a novel technology for solving multiphase flow problems with superior accuracy, speed, and data efficiency.
11 MIN READ
Technical Walkthrough
Nov 17, 2020
Building a Benchmark for Human-Level Concept Learning and Reasoning
Humans have an inherent ability to learn novel concepts from only a few samples and generalize these concepts to different situations. Even though today’s…
10 MIN READ
Technical Walkthrough
Oct 06, 2020
Adding External Knowledge and Controllability to Language Models with Megatron-CNTRL
Large language models such as Megatron and GPT-3 are transforming AI. We are excited about applications that can take advantage of these models to create better…
8 MIN READ