Publications by Jigyasa Nigam | EPFL Graph Search

Chat with Graph Search

Ask any question about EPFL courses, lectures, exercises, research, news, etc. or try the example questions below.

DISCLAIMER: The Graph Chatbot is not programmed to provide explicit or categorical answers to your questions. Rather, it transforms your questions into API requests that are distributed across the various IT services officially administered by EPFL. Its purpose is solely to collect and recommend relevant references to content that you can explore to help you answer your questions.

Jigyasa Nigam

Graph Chatbot

Chat with Graph Search

Unified theory of atom-centered representations and message-passing machine-learning schemes

Equivariant representations for molecular Hamiltonians and N-center atomic-scale properties

Roadmap on Machine learning in electronic structure

Optimal radial basis for density-based atomic representations

Multi-scale approach for the prediction of atomic scale properties

Recursive evaluation and iterative contraction of N-body equivariant features

Unified theory of atom-centered representations and message-passing machine-learning schemes

Roadmap on Machine learning in electronic structure

Optimal radial basis for density-based atomic representations

Recursive evaluation and iterative contraction of N-body equivariant features

Equivariant representations for molecular Hamiltonians and N-center atomic-scale properties

Multi-scale approach for the prediction of atomic scale properties