DYNOTEARS: Structure Learning from Time-Series Data. - Roxana Pamfil; Nisara Sriwattanaworachai; Shaan Desai; Philip Pilgerstorfer; Konstantinos Georgatzis; Paul Beaumont; Bryon Aragam (AISTATS, 2020)

VIGN: Variational Integrator Graph Networks. - Shaan Desai; Stephen Roberts 001 (CoRR, 2020)

Tuning Mixed Input Hyperparameters on the Fly for Efficient Population Based AutoRL. - Jack Parker-Holder; Vu Nguyen; Shaan Desai; Stephen J. Roberts (NeurIPS, 2021)

Port-Hamiltonian Neural Networks for Learning Explicit Time-Dependent Dynamical Systems. - Shaan Desai; Marios Mattheakis; David Sondak; Pavlos Protopapas; Stephen J. Roberts (CoRR, 2021)

One-Shot Transfer Learning of Physics-Informed Neural Networks. - Shaan Desai; Marios Mattheakis; Hayden Joy; Pavlos Protopapas; Stephen J. Roberts (CoRR, 2021)

Physics-informed neural networks for data-efficient learning. - Shaan Desai (2021)

Command R7B Arabic: A Small, Enterprise Focused, Multilingual, and Culturally Aware Arabic LLM. - Yazeed Alnumay; Alexandre Barbet; Anna Bialas; William Darling; Shaan Desai; Joan Devassy; Kyle Duffy; Stephanie Howe; Olivia Lasche; Justin Lee; Anirudh Shrinivason; Jennifer Tracey (CoRR, 2025)

Command A: An Enterprise-Ready Large Language Model. - Aakanksha; Arash Ahmadian; Marwan Ahmed; Jay Alammar; Milad Alizadeh; Yazeed Alnumay; Sophia Althammer; Arkady Arkhangorodsky; Viraat Aryabumi; Dennis Aumiller; Raphaël Avalos; Zahara Aviv; et al. (CoRR, 2025)