Jigyasa Nigam

According to our database, Jigyasa Nigam authored at least 4 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

AniSOAP: Machine Learning Representations for Coarse-grained and Non-spherical Systems.

Arthur Yan Lin, Lucas Ortengren, Seonwoo Hwang, Yong-Cheol Cho, Jigyasa Nigam, Rose K. Cersonsky

J. Open Source Softw., July, 2025

2023

Electronic excited states from physically-constrained machine learning.

Edoardo Cignoni, Divya Suman, Jigyasa Nigam, Lorenzo Cupellini, Benedetta Mennucci, Michele Ceriotti

CoRR, 2023

Completeness of Atomic Structure Representations.

Jigyasa Nigam, Sergey N. Pozdnyakov, Kevin K. Huguenin-Dumittan, Michele Ceriotti

CoRR, 2023

2022

Unified theory of atom-centered representations and graph convolutional machine-learning schemes.

Jigyasa Nigam, Guillaume Fraux, Michele Ceriotti

CoRR, 2022