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Arun Ramamurthy
Arun Ramamurthy
Research Scientist, Siemens Corporation
Verifisert e-postadresse på siemens.com
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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
1622020
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
312021
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
292021
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
292020
Path auxiliary proposal for MCMC in discrete space
H Sun, H Dai, W Xia, A Ramamurthy
International Conference on Learning Representations, 2021
272021
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
252021
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
212019
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
132022
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
62020
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
42016
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
42014
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
32022
Answering Any-hop Open-domain Questions with Iterative Document Reranking
P Nie, Y Zhang, A Ramamurthy, L Song
arXiv preprint arXiv:2009.07465, 2020
22020
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
22020
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
22018
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
12024
Generative design of hardware-aware DNNs
SC Kao, A Ramamurthy, T Krishna
arXiv preprint arXiv:2006.03968, 2020
12020
A Reinforcement Learning Framework for the Automation of Engineering Decisions in Complex Systems.
A Ramamurthy
Georgia Institute of Technology, Atlanta, GA, USA, 2020
12020
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
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Artikler 1–20