Search Results for author: Nakul Rampal

Found 3 papers, 1 papers with code

A Multi-Grained Symmetric Differential Equation Model for Learning Protein-Ligand Binding Dynamics

no code implementations26 Jan 2024 Shengchao Liu, Weitao Du, Yanjing Li, Zhuoxinran Li, Vignesh Bhethanabotla, Nakul Rampal, Omar Yaghi, Christian Borgs, Anima Anandkumar, Hongyu Guo, Jennifer Chayes

We show the efficiency and effectiveness of NeuralMD, with a 2000$\times$ speedup over standard numerical MD simulation and outperforming all other ML approaches by up to 80% under the stability metric.

Drug Discovery

Image and Data Mining in Reticular Chemistry Using GPT-4V

no code implementations9 Dec 2023 Zhiling Zheng, Zhiguo He, Omar Khattab, Nakul Rampal, Matei A. Zaharia, Christian Borgs, Jennifer T. Chayes, Omar M. Yaghi

The integration of artificial intelligence into scientific research has reached a new pinnacle with GPT-4V, a large language model featuring enhanced vision capabilities, accessible through ChatGPT or an API.

Language Modelling Large Language Model +1

A GPT-4 Reticular Chemist for Guiding MOF Discovery

1 code implementation20 Jun 2023 Zhiling Zheng, Zichao Rong, Nakul Rampal, Christian Borgs, Jennifer T. Chayes, Omar M. Yaghi

We present a new framework integrating the AI model GPT-4 into the iterative process of reticular chemistry experimentation, leveraging a cooperative workflow of interaction between AI and a human researcher.

In-Context Learning

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