Valleti, Mani

1. Physics and Chemistry from Parsimonious Representations: Image Analysis via Invariant Variational Autoencoders
   2023/03/30 by Mani Valleti, Yongtao Liu, Valleti, Mani +3 · 3 citations
   Biochemistry, Genetics and Molecular Biology · Materials Science · #Advanced Electron Microscopy Techniques and Applications #Machine Learning in Materials Science #Cell Image Analysis Techniques
2. Deep Kernel Methods Learn Better: From Cards to Process Optimization
   2023/03/25 by Mani Valleti, Rama k. Vasudevan, Valleti, Mani +5 · 3 citations
   Computer Science · Materials Science · Physics and Astronomy · #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Model Reduction and Neural Networks #Neural Networks and Applications
3. A processing and analytics system for microscopy data workflows: the Pycroscopy ecosystem of packages
   2023/02/20 by Rama K. Vasudevan, Vasudevan, Rama, Mani Valleti +7 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Decision Sciences · #Cell Image Analysis Techniques #Scientific Computing and Data Management #Single-cell and spatial transcriptomics