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 | 43 | 2022 |
Physics-aware deep neural networks for surrogate modeling of turbulent natural convection D Lucor, A Agrawal, A Sergent Journal of Computational Physics, 2021 | 32 | 2021 |
A probabilistic, data-driven closure model for RANS simulations with aleatoric, model uncertainty A Agrawal, PS Koutsourelakis Journal of Computational Physics 508, 112982, 2024 | 8 | 2024 |
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 | 6 | 2023 |
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 | 3 | 2020 |
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 | 3 | 2019 |
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 | 2 | 2023 |
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 |