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Atul Agrawal
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Simple computational strategies for more effective physics-informed neural networks modeling of turbulent natural convection
D Lucor, A Agrawal, A Sergent
Journal of Computational Physics 456, 111022, 2022
432022
Physics-aware deep neural networks for surrogate modeling of turbulent natural convection
D Lucor, A Agrawal, A Sergent
Journal of Computational Physics, 2021
322021
A probabilistic, data-driven closure model for RANS simulations with aleatoric, model uncertainty
A Agrawal, PS Koutsourelakis
Journal of Computational Physics 508, 112982, 2024
82024
Multi-fidelity Constrained Optimization for Stochastic Black Box Simulators
A Agrawal, K Ravi, PS Koutsourelakis, HJ Bungartz
NeurIPS 2023 Machine Learning for Physics Workshop, 2023
62023
The Effect of Preoperative Oral Melatonin, Duloxetine or Tapentadol on Post Spinal Analgesia and Sedation in Knee Arthroscopic Surgeries: A Comparative Hospital Based Study
A Arora, V Asthana, P Arora, A Agrawal
EAS J Anesthesiol Crit Care 2 (1), 3-9, 2020
32020
PDE-constrained neural network for turbulent Rayleigh-Bénard convection
A Agrawal, D Lucor, Y Fraigneau, B Podvin, A Sergent
European Numerical Mathematics and Advanced Applications Conference 2019, 2019
32019
From concrete mixture to structural design--a holistic optimization procedure in the presence of uncertainties
A Agrawal, E Tamsen, PS Koutsourelakis, JF Unger
arXiv preprint arXiv:2312.03607, 2023
22023
Stochastic Black-Box Optimization using Multi-Fidelity Score Function Estimator
A Agrawal, PS Koutsourelakis, K Ravi, HJ Bungartz
hal preprint hal-04659802, 2024
2024
The Internet of Things: Security Challenges and Opportunities
P Baniya, A Agrawal, K Abid, J Nath, BK Chaudhary, B Kunwar
2024 3rd International conference on Power Electronics and IoT Applications …, 2024
2024
The Impact of Artificial Intelligence and Machine Learning in Medical Imaging
P Baniya, A Agrawal, BB Gupta
Enhancing Medical Imaging with Emerging Technologies, 221-249, 2024
2024
Enhancing Network Security Against DDoS Attacks: An Analysis of OPNET Modelers
A Agrawal, V Jain, R Astya
2023 12th International Conference on System Modeling & Advancement in …, 2023
2023
A Review of Detecting DDoS Attacks Based on Entropy Computation
A Agrawal, P Baniya, BB Gupta, S Chaturvedi, GK Singh, D Yadav
2023 12th International Conference on System Modeling & Advancement in …, 2023
2023
Enhancing Sign Language Detection using Tensor Flow
R Astya, A Agrawal, A Chauhan, AK Sony, KR Thakur, P Nand
2023 5th International Conference on Advances in Computing, Communication …, 2023
2023
OPNET Insights: Unpacking DDoS Effects on Network Performance
A Agrawal, V Jain, R Astya
2023 5th International Conference on Advances in Computing, Communication …, 2023
2023
Physics-Informed Tensor Basis Neural Network for Turbulence Closure Modeling
L Riccius, A Agrawal, PS Koutsourelakis
NeurIPS 2023 Machine Learning for Physics Workshop, 2023
2023
Applications and Associated Challenges in Deployment of Software Defined Networking (SDN)
P Baniya, A Agrawal, P Nand, B Bhushan, AA Hameed, A Jamil
International Conference on Emerging Trends and Applications in Artificial …, 2023
2023
Physics-informed neural networks modeling of turbulent natural convection
A Sergent, D Lucor, A Agrawal, I Kanshana, K Doria
PiAI Seminar Series: Physics informed AI in Plasma Science, 2023
2023
Abdulazeez, Falah Amer, 271
S Abhishek, J Agarwal, A Agrawal, S Agrawal, N Ahmad, D Ajabani, ...
2023
A reduced-order modeling framework for simulating signatures of faults in a bladed disk
DS Singh, A Agrawal, DR Mahapatra
SAE International Journal of Aerospace 16 (1), 87-108, 2021
2021
PHYSICS/DNS-INFORMED DNN SURROGATES OF TURBULENT THERMAL CONVECTION
D Lucor, A Agrawal, A Sergent
14th World Congress on Computational Mechanics (WCCM) ECCOMAS Congress 2020, 2020
2020
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