no code implementations • 29 May 2024 • Venkat Venkatasubramanian, Arijit Chakraborty
We call these hybrid AI systems Large Knowledge Models (LKMs), as they will not be limited to only NLP-based techniques or NLP-like applications.
no code implementations • 4 May 2023 • Kevin Zhang, Vipul Mann, Venkat Venkatasubramanian
Additional analyses of G-MATT attention maps demonstrate the ability to retain chemistry knowledge without relying on excessively complex model architectures.
no code implementations • 2 Aug 2022 • Vipul Mann, Venkat Venkatasubramanian
Rapid discovery of new reactions and molecules in recent years has been facilitated by the advancements in high throughput screening, accessibility to a much more complex chemical design space, and the development of accurate molecular modeling frameworks.
1 code implementation • 21 Aug 2020 • Vipul Mann, Abhishek Sivaram, Laya Das, Venkat Venkatasubramanian
In several of such applications, the agents face a hostile environment that can result in loss of agents during the search.