Souma Chowdhury

发表

Adaptive Optimal Design of Active Thermally Insulated Windows Using Surrogate Modeling

Jie Zhang, Achille Messac, Junqiang Zhang, 2010 .

Decentralized Dynamic Task Allocation in Swarm Robotic Systems for Disaster Response: Extended Abstract

Souma Chowdhury, Payam Ghassemi, David DePauw, 2019, 2019 International Symposium on Multi-Robot and Multi-Agent Systems (MRS).

Impact of Different Wake Models On the Estimation of Wind Farm Power Generation

Achille Messac, Jie Zhang, Souma Chowdhury, 2012 .

Developing a Non-gradient Based Mixed-Discrete Optimization Approach for Comprehensive Product Platform Planning (CP 3 )

Achille Messac, Ritesh A. Khire, Souma Chowdhury, 2010 .

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

Souma Chowdhury, Amir Behjat, Steve Paul, 2019, Robotics Auton. Syst..

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

Souma Chowdhury, Amir Behjat, Sharat Chidambaran, 2019, 2019 International Conference on Robotics and Automation (ICRA).

Design of a modular offline reconfigurable unmanned aerial vehicle (UAV)

Sanchit Gupta, Souma Chowdhury, Benjamin Rinauto, 2017 .

Artificial Life-inspired Morphology/Learning CoDesign Framework: Towards Conceptual Design of Intelligent Hybrid Quadcopters

Souma Chowdhury, Chen Zeng, Amir Behjat, 2019, AIAA Aviation 2019 Forum.

A consolidated visualization of wind farm energy production potential and optimal land shapes under different land area and nameplate capacity decisions

Achille Messac, Souma Chowdhury, Weiyang Tong, 2014 .

Uncertainty Quantication in Surrogate Models Based on Pattern Classication of Cross-validation Errors

Ali Mehmani, Achille Messac, Jie Zhang, 2012 .

Constrained topological optimization of a football helmet facemask based on brain response

Mark F. Horstemeyer, Ali Mehmani, Souma Chowdhury, 2016 .

Adaptive Model Refinement in Surrogate-based Multiobjective Optimization

Ali Mehmani, Achille Messac, Souma Chowdhury, 2016 .

A Response Surface-Based Cost Model for Wind Farm Design

Jie Zhang, Luciano Castillo, Achille Messac, 2012 .

Optimal Surrogate and Neural Network Modeling for Day-Ahead Forecasting of the Hourly Energy Consumption of University Buildings

Kaige Zhu, Souma Chowdhury, Payam Ghassemi, 2017, DAC 2017.

Using an Intelligent UAV Swarm in Natural Disaster Environments

Kemper Lewis, Souma Chowdhury, Jamie Asbach, 2018, Volume 2A: 44th Design Automation Conference.

Comprehensive Product Platform Planning (CP3) for a Modular Family of Unmanned Aerial Vehicles

Achille Messac, Souma Chowdhury, Victor Maldonado, 2013, DAC 2013.

A hybrid measure-correlate-predict method for long-term wind condition assessment

Bri-Mathias Hodge, Achille Messac, Jie Zhang, 2014 .

Aerodynamic Modeling and Optimization of a Blended-Wing-Body Transitioning UAV

Chen Zeng, Souma Chowdhury, Rosa Abnous, 2017 .

Unrestricted wind farm layout optimization (UWFLO): Investigating key factors influencing the maximum power generation

Luciano Castillo, Achille Messac, Jie Zhang, 2012 .

Sensitivity of Wind Farm Output to Wind Conditions, Land Configuration, and Installed Capacity, Under Different Wake Models

Ali Mehmani, Achille Messac, Jie Zhang, 2015 .

Comprehensive Product Platform Planning (CP3) Framework

Achille Messac, Ritesh A. Khire, Souma Chowdhury, 2011 .

Metamodel Based Forward and Inverse Design for Passive Vibration Suppression pdf

Mostafa Nouh, Souma Chowdhury, Amir Behjat, 2020, Volume 11B: 46th Design Automation Conference (DAC).

Controlling Draft Interactions Between Quadcopter Unmanned Aerial Vehicles with Physics-aware Modeling

Johan de Kleer, Ion Matei, Rahul Rai, 2020, Journal of Intelligent & Robotic Systems.

Adaptive Model Refinement with Batch Bayesian Sampling for Optimization of Bio-inspired Flow Tailoring pdf

Souma Chowdhury, Payam Ghassemi, Sumeet Sanjay Lulekar, 2019, ArXiv.

DRAFT: A FRAMEWORK FOR COLLABORATIVE SURROGATE MODEL SELECTION (COSMOS)

Ali Mehmani, Achille Messac, Souma Chowdhury, 2014 .

A multi-objective mixed-discrete particle swarm optimization with multi-domain diversity preservation

Achille Messac, Souma Chowdhury, Weiyang Tong, 2015, Structural and Multidisciplinary Optimization.

Conceptual design of a multi-ability reconfigurable unmanned aerial vehicle (UAV) through a synergy of 3D CAD and modular platform planning

Riken Patel, Souma Chowdhury, Victor Maldonado, 2014 .

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

Ion Matei, Rahul Rai, Souma Chowdhury, 2019, 2019 18th IEEE International Conference On Machine Learning And Applications (ICMLA).

A new tilt-arm transitioning unmanned aerial vehicle: Introduction and conceptual design

Souma Chowdhury, Chen Zeng, Rosa Abnous, 2020 .

Avoiding premature convergence in a mixed-discrete particle swarm optimization (MDPSO) algorithm

Achille Messac, Jie Zhang, Souma Chowdhury, 2012 .

Exploring Key Factors Influencing Optimal Farm Design Using Mixed-Discrete Particle Swarm Optimization

Luciano Castillo, Achille Messac, Jie Zhang, 2010 .

Comprehensive Product Platform Planning (CP 3 ) Framework: Presenting a Generalized Product Family Model

Achille Messac, Ritesh A. Khire, Souma Chowdhury, 2010 .

SURROGATE MODELING OF COMPLEX SYSTEMS USING ADAPTIVE HYBRID FUNCTIONS

Achille Messac, Jie Zhang, Souma Chowdhury, 2011, DAC 2011.

Characterizing Uncertainty Attributable to Surrogate Models

Ali Mehmani, Achille Messac, Jie Zhang, 2014 .

Optimizing the arrangement and the selection of turbines for wind farms subject to varying wind conditions

Jie Zhang, Luciano Castillo, Achille Messac, 2013 .

A Hybrid Measure-Correlate-Predict Method for Wind Resource Assessment

Achille Messac, Jie Zhang, Souma Chowdhury, 2012 .

A modular design approach to a re-configurable unmanned aerial vehicle

Souma Chowdhury, Victor Maldonado, Prithviraj Sarker, 2017 .

Characterizing the Influence of Land Area and Nameplate Capacity on the Optimal Wind Farm Performance

Achille Messac, Jie Zhang, Souma Chowdhury, 2012 .

New Modular Product-Platform-Planning Approach to Design Macroscale Reconfigurable Unmanned Aerial Vehicles

Achille Messac, Souma Chowdhury, Weiyang Tong, 2016 .

Developing a Flexible Platform for Optimal Engineering Design of Commercial Wind Farms

Achille Messac, Jie Zhang, Souma Chowdhury, 2011 .

Fluid flow in hydrocyclones optimized through multi-objective genetic algorithms

Nirupam Chakraborti, Suman Chakraborty, Souma Chowdhury, 2008 .

Managing Variable Fidelity Models in Population-based Optimization using Adaptive Model Switching

Ali Mehmani, Achille Messac, Souma Chowdhury, 2014 .

Dynamics and Control Design of a Blended Wing-body Transitioning UAV

Chen Zheng, Souma Chowdhury, Rosa Abnous, 2017 .

Surrogate Based Multi-Objective Optimization of J-Type Battery Thermal Management System

Jie Zhang, Souma Chowdhury, Payam Ghassemi, 2018, Volume 2B: 44th Design Automation Conference.

Optimal Metamodeling to Interpret Activity-Based Health Sensor Data

Ali Mehmani, Souma Chowdhury, Souma Chowdhury, 2017 .

Market Suitability and Performance Tradeoffs Offered by Commercial Wind Turbines across Differing Wind Regimes

Jie Zhang, Ali Mehmani, Achille Messac, 2016 .

Integrative modeling and novel particle swarm-based optimal design of wind farms

Achille Messac, Souma Chowdhury, 2012 .

Concurrent Morphology-Optimization and Behavior-Learning: Co-Designing Intelligent Quadcopters

Souma Chowdhury, Amir Behjat, Chen Zeng, 2020, AIAA AVIATION 2020 FORUM.

Modified predator-prey (MPP) algorithm for single-and multi-objective optimization problems

Souma Chowdhury, Souma Chowdhury, 2008 .

A Visually-Informed Decision-Making Platform for Model-based Design of Wind Farms

Achille Messac, Souma Chowdhury, Weiyang Tong, 2014 .

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

Souma Chowdhury, Amir Behjat, Krushang Gabani, 2019, ArXiv.

Experimental and computational investigation of passive surface flow control for aerodynamic efficiency

Matthew Salazar, Souma Chowdhury, Victor Maldonado, 2017 .

Multi-domain diversity preservation to mitigate particle stagnation and enable better pareto coverage in mixed-discrete particle swarm optimization

Achille Messac, Souma Chowdhury, Weiyang Tong, 2015 .

Surrogate-based Design Optimization with Smart Sequential Sampling

Jie Zhang, Ali Mehmani, Achille Messac, 2012 .

Surrogate-Based Design Optimization with Adaptive Sequential Sampling

Ali Mehmani, Jie Zhang, Achille Messac, 2012 .

Decentralized Task Allocation in Multi-Robot Systems via Bipartite Graph Matching Augmented with Fuzzy Clustering pdf

Souma Chowdhury, Payam Ghassemi, 2018, DAC 2018.

Informative Path Planning with Local Penalization for Decentralized and Asynchronous Swarm Robotic Search

Souma Chowdhury, Payam Ghassemi, Souma Chowdhury, 2019, 2019 International Symposium on Multi-Robot and Multi-Agent Systems (MRS).

Modeling the uncertainty in farm performance introduced by the ill-predictability of the wind resource

Achille Messac, Jie Zhang, Souma Chowdhury, 2011 .

Sensitivity of Array-Like and Optimized Wind Farm Output to Key Factors and Choice of Wake Models

Ali Mehmani, Achille Messac, Jie Zhang, 2013, DAC 2013.

Modeling the Influence of Land-Shape on the Energy Production Potential of a Wind Farm Site

Achille Messac, Jie Zhang, Souma Chowdhury, 2014 .

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

Souma Chowdhury, Amir Behjat, Sharat Chidambaran, 2018, Volume 2B: 44th Design Automation Conference.

A Swarm-Intelligence Approach to Oil Spill Mapping using Unmanned Aerial Vehicles

Zachary Ball, Philip Odonkor, Souma Chowdhury, 2017 .

Distributed operation of collaborating unmanned aerial vehicles for time-sensitive oil spill mapping

Zachary Ball, Philip Odonkor, Souma Chowdhury, 2019, Swarm Evol. Comput..

A Distributed Intelligence Approach to Using Collaborating Unmanned Aerial Vehicles for Oil Spill Mapping

Zachary Ball, Philip Odonkor, Souma Chowdhury, 2017, DAC 2017.

Domain Segmentation based on Uncertainty in the Surrogate (DSUS)

Jie Zhang, Achille Messac, Souma Chowdhury, 2012 .

Prototyping and Simulated Analysis of Autonomous Swarm-Bots

Souma Chowdhury, Maulikkumar Dhameliya, Sidharth Sher, 2018 .

Comprehensive Product Platform Planning (CP3) Using Mixed-Discrete Particle Swarm Optimization and a New Commonality Index

Achille Messac, Ritesh A. Khire, Souma Chowdhury, 2012, DAC 2012.

SDM 2011 Student Papers Competition A New Robust Surrogate Model: Reliability Based Hybrid Functions

Achille Messac, Jie Zhang, Souma Chowdhury, 2011 .

Conceptual design of a blended-wing-body tilt-arm hybrid unmanned aerial vehicle

Chen Zeng, Souma Chowdhury, Victor Maldonado, 2017 .

Response Surface Based Cost Model for Onshore Wind Farms Using Extended Radial Basis Functions

Luciano Castillo, Achille Messac, Jie Zhang, 2010, DAC 2010.

Investigating the commonality attributes for scaling product families using comprehensive product platform planning (CP3)

Achille Messac, Ritesh A. Khire, Souma Chowdhury, 2013 .

Decentralized Informative Path Planning with Exploration-Exploitation Balance for Swarm Robotic Search pdf

Souma Chowdhury, Payam Ghassemi, 2019, ArXiv.

One-Step Continuous Product Platform Planning: Methods and Applications

Achille Messac, Ritesh A. Khire, Souma Chowdhury, 2014 .

Uncertainty-aware Optimal Flight State Selection for a Transitioning UAV via Simulation-based Learning

Souma Chowdhury, Chen Zeng, Amir Behjat, 2018 .

A comprehensive measure of the energy resource: Wind power potential (WPP)

Achille Messac, Jie Zhang, Souma Chowdhury, 2014 .

Using Physiological Measurements to Analyze the Tactical Decisions in Human Swarm Teams

Karthik Dantu, David Doermann, Hemanth Manjunatha, 2020, 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

Adaptive radio and transmission power selection for Internet of Things

Mo Sha, Souma Chowdhury, Di Mu, 2017, 2017 IEEE/ACM 25th International Symposium on Quality of Service (IWQoS).

Analyzing Effects of Turbulence on Power Generation Using Wind Plant Monitoring Data: Preprint

Bri-Mathias Hodge, Jie Zhang, Souma Chowdhury, 2014 .

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

Chen Zeng, David Doermann, Ion Matei, 2020, Appl. Soft Comput..

Modified predator-prey algorithm for constrained and unconstrained multi-objective optimisation

George S. Dulikravich, Ramon J. Moral, Souma Chowdhury, 2009, Int. J. Math. Model. Numer. Optimisation.

Ergonomic Impact of Multi-rotor Unmanned Aerial Vehicle Noise in Warehouse Environments

Souma Chowdhury, Mostafa Nouh, Jesse Callanan, 2020, Journal of Intelligent & Robotic Systems.

A Comprehensive Measure of the Energy Resource Potential of a Wind Farm Site

Achille Messac, Jie Zhang, Souma Chowdhury, 2011 .

Adaptive optimal design of active thermoelectric windows using surrogate modeling

Achille Messac, Jie Zhang, Souma Chowdhury, 2013, Optimization and Engineering.

Adaptive Switching of Variable-Fidelity Models in Population-based Optimization Algorithms

Ali Mehmani, Achille Messac, Souma Chowdhury, 2015 .

A System of System Approach for Smart Complex Energy System Operation Decision

Souma Chowdhury, Mengqi Hu, Ruholla Jafari-Marandi, 2015 .

An adaptive hybrid surrogate model

Achille Messac, Souma Chowdhury, Jie Zhang, 2012, Structural and Multidisciplinary Optimization.

Inverse Design Framework With Invertible Neural Networks for Passive Vibration Suppression in Phononic Structures

Souma Chowdhury, Amir Behjat, Manaswin Oddiraju, 2021, Journal of Mechanical Design.

Learning Robot Swarm Tactics over Complex Adversarial Environments

Karthik Dantu, David Doermann, Hemanth Manjunatha, 2021, 2021 International Symposium on Multi-Robot and Multi-Agent Systems (MRS).

Scalable Coverage Path Planning of Multi-Robot Teams for Monitoring Non-Convex Areas

Karthik Dantu, Ehsan T. Esfahani, David Doermann, 2021, 2021 IEEE International Conference on Robotics and Automation (ICRA).

Multi-robot task allocation in disaster response: Addressing dynamic tasks with deadlines and robots with range and payload constraints

Souma Chowdhury, Payam Ghassemi, Souma Chowdhury, 2021, Robotics Auton. Syst..

MIDPhyNet: Memorized infusion of decomposed physics in neural networks to model dynamic systems

Rahul Rai, David S. Doermann, Souma Chowdhury, 2020, Neurocomputing.

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

Souma Chowdhury, Amir Behjat, Manaswin Oddiraju, 2021, AIAA AVIATION 2021 FORUM.

Using Physiological Information to Classify Task Difficulty in Human-Swarm Interaction

Karthik Dantu, Ehsan T. Esfahani, David Doermann, 2021, 2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

Characterizing and mitigating the wind resource-based uncertainty in farm performance

Achille Messac, Souma Chowdhury, Jie Zhang, 2012 .

MULTI-OBJECTIVE WIND FARM DESIGN: EXPLORING THE TRADE-OFF BETWEEN CAPACITY FACTOR AND LAND USE

Ali Mehmani, Achille Messac, Souma Chowdhury, 2013 .

Multivariate and Multimodal Wind Distribution Model Based on Kernel Density Estimation

Achille Messac, Jie Zhang, Souma Chowdhury, 2011 .

Multi-Objective WindFarm Optimization Simultaneously Optimizing COE and Land Footprint of Wind Farms under Different Land Plot Availability

Achille Messac, Souma Chowdhury, Weiyang Tong, 2015 .

Variable-Fidelity Optimization With In-Situ Surrogate Model Refinement

Ali Mehmani, Achille Messac, Souma Chowdhury, 2015, DAC 2015.

A mixed-discrete Particle Swarm Optimization algorithm with explicit diversity-preservation

Jie Zhang, Achille Messac, Souma Chowdhury, 2013 .

MODIFIED PREDATOR-PREY ( MPP ) ALGORITHM FOR CONSTRAINED MULTI-OBJECTIVE OPTIMIZATION

George S. Dulikravich, Ramon J. Moral, Souma Chowdhury, 2009 .

Economic Evaluation of Wind Farms Based on Cost of Energy Optimization

Achille Messac, Jie Zhang, Souma Chowdhury, 2010 .

Optimal Preventive Maintenance Time Windows for Offshore Wind Farms Subject to Wake Losses

Achille Messac, Jie Zhang, Souma Chowdhury, 2012 .

Optimal Scheduling of Preventive Maintenance for Offshore Wind Farms

Achille Messac, Jie Zhang, Souma Chowdhury, 2012 .

Exploring the best performing commercial wind turbines for different wind regimes in a target market

Ali Mehmani, Achille Messac, Jie Zhang, 2012 .

Characterizing the Influence of Land Configuration on the Optimal Wind Farm Performance

Achille Messac, Jie Zhang, Souma Chowdhury, 2011, DAC 2011.