activity
20242026
most citedLLM-FE: Automated Feature Engineering for Tabular Data with LLMs as Evolutionary Optimizers

1 citations · 1 across the 6 of their papers we have counts for

collaborators
Showing 2026Show all

2 papers · 1 filter

cs.LG2026

LLM-ACES: Closed-Loop Discovery of Dynamical Systems with LLM-Guided Adaptive Search

Nikhil Abhyankar, Sha Li, Sanchit Kabra +3

Recovering governing Ordinary Differential Equations (ODEs) from data is a central challenge in modeling dynamical systems across scientific domains. Existing approaches cast disco…

cs.LG2026

LLM-AutoSciLab: Closed-Loop Scientific Discovery via Active Experimentation with LLMs

Sanchit Kabra, Nikhil Abhyankar, Saaketh Desai +2

Scientific discovery is a closed-loop process in which hypotheses guide data acquisition and observations refine the hypothesis space. Yet most approaches reduce discovery to super…