Debojyoti Ghosh

1. GPLaSDI: Gaussian Process-based interpretable Latent Space Dynamics Identification through deep autoencoder
   2023/10/14 by Christophe Bonneville, Youngsoo Choi, Debojyoti Ghosh +1 · 13 citations
   Physics and Astronomy · Computer Science · Engineering · #Model Reduction and Neural Networks #Gaussian Processes and Bayesian Inference #Nuclear Engineering Thermal-Hydraulics
2. A Comprehensive Review of Latent Space Dynamics Identification Algorithms for Intrusive and Non-Intrusive Reduced-Order-Modeling
   2024/03/16 by Christophe Bonneville, Bonneville, Christophe, Xiaolong He +23 · 14 citations
   Engineering · Physics and Astronomy · #Computational Engineering #FOS: Computer and information sciences #FOS: Mathematics #Finance #Hydraulic and Pneumatic Systems #Machine Learning (cs.LG) #Mathematical Software (cs.MS) #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Real-time simulation and control systems #and Science (cs.CE)
3. PETSc/TS: A Modern Scalable ODE/DAE Solver Library
   2018/06/04 by Shrirang Abhyankar, Jed Brown, Abhyankar, Shrirang +9 · 3 citations
   Computer Science · Engineering · Mathematics · #Advanced Numerical Methods in Computational Mathematics #FOS: Mathematics #G.1.7 #Matrix Theory and Algorithms #Numerical Analysis (math.NA) #Numerical methods for differential equations
4. Kinetic Simulation of Collisional Magnetized Plasmas with Semi-Implicit\n Time Integration
   2017/07/25 by Debojyoti Ghosh, M. Dorf, Ghosh, Debojyoti +5 · 2 citations
   Engineering · Mathematics · Physics and Astronomy · #65M06 #76N15 #86A10 #Computational Engineering #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Finance #Magnetic confinement fusion research #Numerical methods for differential equations #Physics of Superconductivity and Magnetism #Superconducting Materials and Applications #and Science (cs.CE)
5. Local Reduced-Order Modeling for Electrostatic Plasmas by Physics-Informed Solution Manifold Decomposition
   2023/10/27 by Ping-Hsuan Tsai, Tsai, Ping-Hsuan, Seung Whan Chung +9 · 3 citations
   Computer Science · Physics and Astronomy · #Computational Physics and Python Applications #FOS: Mathematics #FOS: Physical sciences #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Plasma Physics (physics.plasm-ph) #Quantum, superfluid, helium dynamics
6. A novel central compact finite-difference scheme for third derivatives with high spectral resolution
   2024/05/01 by Lavanya V. Salian, Salian, Lavanya V, Samala Rathan +3 · 1 citation
   Engineering · Mathematics · #65M06 #65M12 #Advanced Numerical Methods in Computational Mathematics #Differential Equations and Numerical Methods #FOS: Mathematics #Numerical Analysis (math.NA) #Numerical methods for differential equations