Amir Behjat

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 16

Top Topics

Learning Models

Autonomous Agents

Collision Avoidance

Top Venues

IEEE Trans. Artif. Intell.

Publications

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) (2024)
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 (2024)
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) (2023)
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 (2022)
Manaswin Oddiraju, Amir Behjat, Mostafa Nouh, Souma Chowdhury
Efficient Inverse Design of 2D Elastic Metamaterial Systems Using Invertible Neural Networks. CoRR (2021)
Amir Behjat, Hemanth Manjunatha, Prajit Krisshna Kumar, 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)
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 (2021)
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 (2020)
Amir Behjat, Manaswin Oddiraju, Mohammad Ali Attarzadeh, Mostafa Nouh, Souma Chowdhury
Metamodel Based Forward and Inverse Design for Passive Vibration Suppression. CoRR (2020)
Amir Behjat, Sharat Chidambaran, Souma Chowdhury
Adaptive Genomic Evolution of Neural Network Topologies (AGENT) for State-to-Action Mapping in Autonomous Agents. CoRR (2019)
Amir Behjat, Sharat Chidambaran, Souma Chowdhury
Adaptive Genomic Evolution of Neural Network Topologies (AGENT) for State-to-Action Mapping in Autonomous Agents. ICRA (2019)
Amir Behjat, Krushang Gabani, Souma Chowdhury
Training Detection-Range-Frugal Cooperative Collision Avoidance Models for Quadcopters via Neuroevolution. CoRR (2019)
Shubhendu Kumar Singh, Ruoyu Yang, Amir Behjat, Rahul Rai, Souma Chowdhury, Ion Matei
PI-LSTM: Physics-Infused Long Short-Term Memory Network. ICMLA (2019)
Amir Behjat, Steve Paul, Souma Chowdhury
Learning reciprocal actions for cooperative collision avoidance in quadrotor unmanned aerial vehicles. Robotics Auton. Syst. 121 (2019)
Sharat Chidambaran, Amir Behjat, Souma Chowdhury
Multi-criteria Evolution of Neural Network Topologies: Balancing Experience and Performance in Autonomous Systems. CoRR (2018)
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)