Desai, Shaan

1. DYNOTEARS: Structure Learning from Time-Series Data
   2020/02/02 by Roxana Pamfil, Nisara Sriwattanaworachai, Pamfil, Roxana +11 · 16 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Metabolomics and Mass Spectrometry Studies #Time Series Analysis and Forecasting
2. One-Shot Transfer Learning of Physics-Informed Neural Networks
   2021/10/21 by Shaan Desai, Marios Mattheakis, Desai, Shaan +7 · 6 citations
   Physics and Astronomy · Computer Science · Engineering · #Model Reduction and Neural Networks #Gaussian Processes and Bayesian Inference #Nuclear Engineering Thermal-Hydraulics
3. Command A: An Enterprise-Ready Large Language Model
   2025/04/01 by Team Cohere, Cohere, Team, : +316 · 10 citations
   Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #Software System Performance and Reliability #Advanced Software Engineering Methodologies
4. Data-driven studies of magnetic two-dimensional materials
   2018/06/20 by Rhone, Trevor David, Chen, Wei, Desai, Shaan +2 · 1 citation
   #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci)
5. Deep learning-based quality filtering of mechanically exfoliated 2D crystals
   2019/07/07 by Saito, Yu, Shin, Kento, Terayama1, Kei +7 · 1 citation
   #Applied Physics (physics.app-ph) #Computational Physics (physics.comp-ph) #Data Analysis #FOS: Physical sciences #Statistics and Probability (physics.data-an)
6. Tuning Mixed Input Hyperparameters on the Fly for Efficient Population Based AutoRL
   2021/06/30 by Jack Parker-Holder, Loc Nguyen, Parker-Holder, Jack +6 · 1 citation
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Neural Networks and Applications #Reinforcement Learning in Robotics
7. Command R7B Arabic: A Small, Enterprise Focused, Multilingual, and Culturally Aware Arabic LLM
   2025/03/18 by Yazeed Alnumay, Alexandre Barbet, Alnumay, Yazeed +21 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques