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2020 – today
- 2024
[j5]Amir Behjat, Xiaoyu Liu
, Oscar Forero, Roman Ibrahimov, Shirley Dyke, Ilias Bilionis, Julio Alfonso Ramirez, Dawn Whitaker:
A computational framework for making early design decisions in deep space habitats. Adv. Eng. Softw. 195: 103690 (2024)- [j4]Rayhaan Iqbal, Amir Behjat, Revant Adlakha, Jesse Callanan, Mostafa Nouh, Souma Chowdhury:
Auto-Differentiable Transfer Mapping Architecture for Physics-Infused Learning of Acoustic Field. IEEE Trans. Artif. Intell. 5(3): 1132-1146 (2024) - 2023
- [j3]Amir Behjat, Nathan Maurer, Sharat Chidambaran, Souma Chowdhury:
Adaptive Neuroevolution With Genetic Operator Control and Two-Way Complexity Variation. IEEE Trans. Artif. Intell. 4(6): 1627-1641 (2023) - 2022
- [i7]Rayhaan Iqbal, Amir Behjat, Revant Adlakha, Jesse Callanan, Mostafa Nouh, Souma Chowdhury:
Efficient Training of Transfer Mapping in Physics-Infused Machine Learning Models of UAV Acoustic Field. CoRR abs/2201.06090 (2022) - 2021
- [c4]Amir Behjat, Hemanth Manjunatha, Prajit KrisshnaKumar, Apurv Jani, Leighton Collins, Payam Ghassemi, Joseph P. Distefano, David S. Doermann, Karthik Dantu, Ehsan Tarkesh Esfahani, Souma Chowdhury:
Learning Robot Swarm Tactics over Complex Adversarial Environments. MRS 2021: 83-91 - [i6]Manaswin Oddiraju, Amir Behjat, Mostafa Nouh, Souma Chowdhury:
Efficient Inverse Design of 2D Elastic Metamaterial Systems Using Invertible Neural Networks. CoRR abs/2107.11503 (2021) - [i5]Amir Behjat, Hemanth Manjunatha, Prajit KrisshnaKumar, Apurv Jani, Leighton Collins, Payam Ghassemi, Joseph P. Distefano, David S. Doermann, Karthik Dantu, Ehsan Tarkesh Esfahani, Souma Chowdhury:
Learning Robot Swarm Tactics over Complex Adversarial Environments. CoRR abs/2109.05663 (2021) - 2020
- [j2]Amir Behjat, Chen Zeng, Rahul Rai, Ion Matei, David S. Doermann, Souma Chowdhury:
A physics-aware learning architecture with input transfer networks for predictive modeling. Appl. Soft Comput. 96: 106665 (2020) - [i4]Amir Behjat, Manaswin Oddiraju, Mohammad Ali Attarzadeh, Mostafa Nouh, Souma Chowdhury:
Metamodel Based Forward and Inverse Design for Passive Vibration Suppression. CoRR abs/2007.15038 (2020)
2010 – 2019
- 2019
- [j1]Amir Behjat, Steve Paul, Souma Chowdhury:
Learning reciprocal actions for cooperative collision avoidance in quadrotor unmanned aerial vehicles. Robotics Auton. Syst. 121 (2019) - [c3]Shubhendu Kumar Singh, Ruoyu Yang, Amir Behjat, Rahul Rai, Souma Chowdhury, Ion Matei:
PI-LSTM: Physics-Infused Long Short-Term Memory Network. ICMLA 2019: 34-41 - [c2]Amir Behjat, Sharat Chidambaran, Souma Chowdhury:
Adaptive Genomic Evolution of Neural Network Topologies (AGENT) for State-to-Action Mapping in Autonomous Agents. ICRA 2019: 9638-9644 - [i3]Amir Behjat, Sharat Chidambaran, Souma Chowdhury:
Adaptive Genomic Evolution of Neural Network Topologies (AGENT) for State-to-Action Mapping in Autonomous Agents. CoRR abs/1903.07107 (2019) - [i2]Amir Behjat, Krushang Gabani, Souma Chowdhury:
Training Detection-Range-Frugal Cooperative Collision Avoidance Models for Quadcopters via Neuroevolution. CoRR abs/1906.00052 (2019) - 2018
- [i1]Sharat Chidambaran, Amir Behjat, Souma Chowdhury:
Multi-criteria Evolution of Neural Network Topologies: Balancing Experience and Performance in Autonomous Systems. CoRR abs/1807.07979 (2018) - 2017
- [c1]M. R. Lavaei, M. J. Mahjoob, Amir Behjat:
Derivation of the constraint equations in the kinematic modeling of legged robots with rigid semi-spherical feet. ICAR 2017: 373-378
Coauthor Index
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