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Solving Inverse Problems in Steady State Navier-Stokes Equations using Deep Neural Networks., , , and . CoRR, (2020)An unsupervised learning approach to solving heat equations on chip based on Auto Encoder and Image Gradient., and . CoRR, (2020)A composable autoencoder-based iterative algorithm for accelerating numerical simulations., , , , , and . CoRR, (2021)Geometry encoding for numerical simulations., , , , , and . CoRR, (2021)Stability Analysis of SRAM Designed Using In0.53Ga0.47As nFinFET with Underlap Region., and . VLSID, page 502-503. IEEE, (2019)Investigation of TCADs Models for Characterization of Sub 16 nm In _0.53 Ga _0.47 As FinFET., and . VDAT, volume 711 of Communications in Computer and Information Science, page 279-286. Springer, (2017)DiscretizationNet: A Machine-Learning based solver for Navier-Stokes Equations using Finite Volume Discretization., , and . CoRR, (2020)NLP Inspired Training Mechanics For Modeling Transient Dynamics., , and . CoRR, (2022)Physics-consistent deep learning for structural topology optimization., , , , , , and . CoRR, (2020)One-shot learning for solution operators of partial differential equations., , , , and . CoRR, (2021)