Amir Behjat

According to our database, Amir Behjat authored at least 14 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Auto-Differentiable Transfer Mapping Architecture for Physics-Infused Learning of Acoustic Field.

Rayhaan Iqbal, Amir Behjat, Revant Adlakha, Jesse Callanan, Mostafa Nouh, Souma Chowdhury

IEEE Trans. Artif. Intell., March, 2024

A computational framework for making early design decisions in deep space habitats.

Amir Behjat, Xiaoyu Liu, Oscar Forero, Roman Ibrahimov, Shirley Dyke, Ilias Bilionis, Julio Alfonso Ramirez, Dawn Whitaker

Adv. Eng. Softw., 2024

2023

Adaptive Neuroevolution With Genetic Operator Control and Two-Way Complexity Variation.

Amir Behjat, Nathan Maurer, Sharat Chidambaran, Souma Chowdhury

IEEE Trans. Artif. Intell., December, 2023

2022

Efficient Training of Transfer Mapping in Physics-Infused Machine Learning Models of UAV Acoustic Field.

Rayhaan Iqbal, Amir Behjat, Revant Adlakha, Jesse Callanan, Mostafa Nouh, Souma Chowdhury

CoRR, 2022

2021

Efficient Inverse Design of 2D Elastic Metamaterial Systems Using Invertible Neural Networks.

Manaswin Oddiraju, Amir Behjat, Mostafa Nouh, Souma Chowdhury

CoRR, 2021

Learning Robot Swarm Tactics over Complex Adversarial Environments.

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

Proceedings of the International Symposium on Multi-Robot and Multi-Agent Systems, 2021

2020

Metamodel Based Forward and Inverse Design for Passive Vibration Suppression.

Amir Behjat, Manaswin Oddiraju, Mohammad Ali Attarzadeh, Mostafa Nouh, Souma Chowdhury

CoRR, 2020

A physics-aware learning architecture with input transfer networks for predictive modeling.

Amir Behjat, Chen Zeng, Rahul Rai, Ion Matei, David S. Doermann, Souma Chowdhury

Appl. Soft Comput., 2020

2019

Learning reciprocal actions for cooperative collision avoidance in quadrotor unmanned aerial vehicles.

Amir Behjat, Steve Paul, Souma Chowdhury

Robotics Auton. Syst., 2019

Training Detection-Range-Frugal Cooperative Collision Avoidance Models for Quadcopters via Neuroevolution.

Amir Behjat, Krushang Gabani, Souma Chowdhury

CoRR, 2019

Adaptive Genomic Evolution of Neural Network Topologies (AGENT) for State-to-Action Mapping in Autonomous Agents.

Amir Behjat, Sharat Chidambaran, Souma Chowdhury

Proceedings of the International Conference on Robotics and Automation, 2019

PI-LSTM: Physics-Infused Long Short-Term Memory Network.

Shubhendu Kumar Singh, Ruoyu Yang, Amir Behjat, Rahul Rai, Souma Chowdhury, Ion Matei

Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

2018

Multi-criteria Evolution of Neural Network Topologies: Balancing Experience and Performance in Autonomous Systems.

Sharat Chidambaran, Amir Behjat, Souma Chowdhury

CoRR, 2018

2017

Derivation of the constraint equations in the kinematic modeling of legged robots with rigid semi-spherical feet.

M. R. Lavaei, M. J. Mahjoob, Amir Behjat

Proceedings of the 18th International Conference on Advanced Robotics, 2017