Efficient probabilistic logic reasoning with graph neural networks Y Zhang, X Chen, Y Yang, A Ramamurthy, B Li, Y Qi, L Song International Conference on Learning Representations, 2020 | 162 | 2020 |
Dc-bert: Decoupling question and document for efficient contextual encoding P Nie, Y Zhang, X Geng, A Ramamurthy, L Song, D Jiang Proceedings of the 43rd international ACM SIGIR conference on research and …, 2020 | 65* | 2020 |
Deep generative model for efficient 3D airfoil parameterization and generation W Chen, A Ramamurthy AIAA Scitech 2021 Forum, 1690, 2021 | 31 | 2021 |
Empirical assessment of deep gaussian process surrogate models for engineering problems D Rajaram, TG Puranik, S Ashwin Renganathan, WJ Sung, OP Fischer, ... Journal of Aircraft 58 (1), 182-196, 2021 | 29 | 2021 |
Deep Gaussian process enabled surrogate models for aerodynamic flows D Rajaram, TG Puranik, A Renganathan, WJ Sung, OJ Pinon-Fischer, ... AIAA scitech 2020 forum, 1640, 2020 | 29 | 2020 |
Path auxiliary proposal for MCMC in discrete space H Sun, H Dai, W Xia, A Ramamurthy International Conference on Learning Representations, 2021 | 27 | 2021 |
Answering any-hop open-domain questions with iterative document reranking Y Zhang, P Nie, A Ramamurthy, L Song Proceedings of the 44th International ACM SIGIR Conference on Research and …, 2021 | 25 | 2021 |
Can graph neural networks help logic reasoning? Y Zhang, X Chen, Y Yang, A Ramamurthy, B Li, Y Qi, L Song arXiv preprint arXiv:1906.02111, 2019 | 21 | 2019 |
Automating pattern selection for assurance case development for cyber-physical systems S Ramakrishna, H Jin, A Dubey, A Ramamurthy International conference on computer safety, reliability, and security, 82-96, 2022 | 13 | 2022 |
Ddrqa: Dynamic document reranking for open-domain multi-hop question answering Y Zhang, P Nie, A Ramamurthy, L Song arXiv e-prints, arXiv: 2009.07465, 2020 | 6 | 2020 |
Framework for Probabilistic Analysis of Future Energy Technologies: Hybrid-Electric Propulsion CY Justin, A Ramamurthy, S Briceno, DN Mavris 57th AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials …, 2016 | 4 | 2016 |
Development Of A Sysml Framework For Gas Turbine Design Under Uncertainty A Ramamurthy, J Valenzuela-del-Rio, F Villeneuve, J Veer Dans Global Power and Propulsion Forum 1, 2014 | 4 | 2014 |
Combinatorial and parametric gradient-free optimization for cyber-physical system design H Zheng, J Betz, A Ramamurthy, H Jin, R Mangharam 2022 IEEE Workshop on Design Automation for CPS and IoT (DESTION), 34-41, 2022 | 3 | 2022 |
Answering Any-hop Open-domain Questions with Iterative Document Reranking P Nie, Y Zhang, A Ramamurthy, L Song arXiv preprint arXiv:2009.07465, 2020 | 2 | 2020 |
Intelligent workflow advisor for part design, simulation and manufacture S Srivastava, SR Musuvathy, T Gruenewald, L Mirabella, L Dalloro, ... US Patent App. 16/277,035, 2020 | 2 | 2020 |
On-Demand Small UAS Architecture Selection and Rapid Manufacturing using a Model-Based Systems Engineering Approach C Justin, A Ramamurthy, N Beals, E Spero, D Mavris 31st Congress of the International Council of the Aeronautical Sciences …, 2018 | 2 | 2018 |
Differentiable Partial Differential Equation Solvers and its Application to Quasi Real-Time Inverse Dynamical Problems on Thermal Management JE Valenzuela del Río, A Ramamurthy AIAA SCITECH 2024 Forum, 1628, 2024 | 1 | 2024 |
Generative design of hardware-aware DNNs SC Kao, A Ramamurthy, T Krishna arXiv preprint arXiv:2006.03968, 2020 | 1 | 2020 |
A Reinforcement Learning Framework for the Automation of Engineering Decisions in Complex Systems. A Ramamurthy Georgia Institute of Technology, Atlanta, GA, USA, 2020 | 1 | 2020 |
BAYESIAN OPTIMIZATION FOR MATERIAL SYSTEM OPTIMIZATION T Chang, W Yao, H Chi, W Xia, A Ramamurthy, G Ameta, R Williams US Patent App. 18/698,563, 2024 | | 2024 |