GO-GAN: Geometry Optimization Generative Adversarial Network for Achieving Optimized Structures with Targeted Physical Properties
Fuente:
arXiv
Saved in:
| Main Authors: | Padmaprabhan, A., Hari, Shriram, Thomas, Nived Philip, Chadha, Khaish Singh, Sidhardh, Sai, Chinthapenta, Viswanath, Kumar, Prabhat |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
TOaCNN: Adaptive Convolutional Neural Network for Multidisciplinary Topology Optimization
by: Chadha, Khaish Singh, et al.
Published: (2023)
by: Chadha, Khaish Singh, et al.
Published: (2023)
PyTOaCNN: Topology optimization using an adaptive convolutional neural network in Python
by: Chadha, Khaish Singh, et al.
Published: (2024)
by: Chadha, Khaish Singh, et al.
Published: (2024)
Analysis of nonlocal smart beams following fractional-order constitutive relations
by: Desai, Shubham, et al.
Published: (2024)
by: Desai, Shubham, et al.
Published: (2024)
SoRoTop: a hitchhiker's guide to topology optimization MATLAB code for design-dependent pneumatic-driven soft robots
by: Kumar, Prabhat
Published: (2024)
by: Kumar, Prabhat
Published: (2024)
TOPress3D: 3D topology optimization with design-dependent pressure loads in MATLAB
by: Kumar, Prabhat
Published: (2024)
by: Kumar, Prabhat
Published: (2024)
Normalized field product approach: A parameter-free density evaluation method for close-to-binary solutions in topology optimization with embedded length scale
by: Singh, Nikhil, et al.
Published: (2024)
by: Singh, Nikhil, et al.
Published: (2024)
TOPress: a MATLAB implementation for topology optimization of structures subjected to design-dependent pressure loads
by: Kumar, Prabhat
Published: (2023)
by: Kumar, Prabhat
Published: (2023)
Robust Utility Optimization via a GAN Approach
by: Krach, Florian, et al.
Published: (2024)
by: Krach, Florian, et al.
Published: (2024)
Prob-cGAN: A Probabilistic Conditional Generative Adversarial Network for LSD1 Inhibitor Activity Prediction
by: Wang, Hanyang
Published: (2024)
by: Wang, Hanyang
Published: (2024)
PyHexTop: a compact Python code for topology optimization using hexagonal elements
by: Agarwal, Aditi, et al.
Published: (2023)
by: Agarwal, Aditi, et al.
Published: (2023)
VoroTO: Multiscale Topology Optimization of Voronoi Structures using Surrogate Neural Networks
by: Padhy, Rahul Kumar, et al.
Published: (2024)
by: Padhy, Rahul Kumar, et al.
Published: (2024)
Enhancing Portfolio Optimization with Transformer-GAN Integration: A Novel Approach in the Black-Litterman Framework
by: Zhu, Enmin, et al.
Published: (2024)
by: Zhu, Enmin, et al.
Published: (2024)
TreeTOp: Topology Optimization using Constructive Solid Geometry Trees
by: Padhy, Rahul Kumar, et al.
Published: (2024)
by: Padhy, Rahul Kumar, et al.
Published: (2024)
PyTOPress: Python code for topology optimization with design-dependent pressure loads
by: Saxena, Shivajay, et al.
Published: (2024)
by: Saxena, Shivajay, et al.
Published: (2024)
Topology optimization of contact-aided compliant mechanisms for tracing multi-kink paths
by: Kumar, Prabhat, et al.
Published: (2024)
by: Kumar, Prabhat, et al.
Published: (2024)
Investigation of Performance and Scalability of a Quantum-Inspired Evolutionary Optimizer (QIEO) on NVIDIA GPU
by: Mittal, Aman, et al.
Published: (2025)
by: Mittal, Aman, et al.
Published: (2025)
Representative Volume Element: Existence and Extent in Cracked Heterogeneous Medium
by: R, Hari Sankar, et al.
Published: (2025)
by: R, Hari Sankar, et al.
Published: (2025)
Graph Neural Network-Based Topology Optimization for Self-Supporting Structures in Additive Manufacturing
by: Tabarraei, Alireza, et al.
Published: (2025)
by: Tabarraei, Alireza, et al.
Published: (2025)
Optimizing Credit Limit Adjustments Under Adversarial Goals Using Reinforcement Learning
by: Alfonso-Sánchez, Sherly, et al.
Published: (2023)
by: Alfonso-Sánchez, Sherly, et al.
Published: (2023)
Structure-Aware Antibody Design with Affinity-Optimized Inverse Folding
by: Zhao, Xinyan, et al.
Published: (2025)
by: Zhao, Xinyan, et al.
Published: (2025)
Understanding the Commodity Futures Term Structure Through Signatures
by: Krishnan, Hari P., et al.
Published: (2025)
by: Krishnan, Hari P., et al.
Published: (2025)
A Generative Adversarial Graph Neural Network for Synthetic Time Series Data
by: Gregnanin, Marco, et al.
Published: (2026)
by: Gregnanin, Marco, et al.
Published: (2026)
Diffusion Transformers with Hybrid Conditioning for Structural Optimization
by: Lutheran, Aaron, et al.
Published: (2026)
by: Lutheran, Aaron, et al.
Published: (2026)
An Enhanced Whale Optimization Algorithm with Log-Normal Distribution for Optimizing Coverage of Wireless Sensor Networks
by: Wei, Junhao, et al.
Published: (2025)
by: Wei, Junhao, et al.
Published: (2025)
Optimization of District Heating Network Parameters in Steady-State Operation
by: Hari, Sai Krishna K., et al.
Published: (2024)
by: Hari, Sai Krishna K., et al.
Published: (2024)
An empirical study of market risk factors for Bitcoin
by: Singh, Shubham
Published: (2024)
by: Singh, Shubham
Published: (2024)
Sentiment-Aware Mean-Variance Portfolio Optimization for Cryptocurrencies
by: Chen, Qizhao
Published: (2025)
by: Chen, Qizhao
Published: (2025)
Yield and Buckling Stress Limits in Topology Optimization of Multiscale Structures
by: Christensen, Christoffer Fyllgraf, et al.
Published: (2025)
by: Christensen, Christoffer Fyllgraf, et al.
Published: (2025)
A Formulation of Structural Design Optimization Problems for Quantum Annealing
by: Key, Fabian, et al.
Published: (2023)
by: Key, Fabian, et al.
Published: (2023)
Marginal Price Optimization
by: Loesch, Stefan, et al.
Published: (2025)
by: Loesch, Stefan, et al.
Published: (2025)
Exploring Physics-Informed Neural Networks: From Fundamentals to Applications in Complex Systems
by: Ganga, Sai, et al.
Published: (2024)
by: Ganga, Sai, et al.
Published: (2024)
Comparative Analysis of Compliance-Matrix Induced Norms in Structural Topology Optimization
by: Nayak, Jyotiranjan, et al.
Published: (2026)
by: Nayak, Jyotiranjan, et al.
Published: (2026)
GELATO: Multi-Material Topology Optimization of Programmable Gel-Elastomer Structures
by: Chandrasekhar, Aaditya, et al.
Published: (2026)
by: Chandrasekhar, Aaditya, et al.
Published: (2026)
Graph Neural Network Assisted Genetic Algorithm for Structural Dynamic Response and Parameter Optimization
by: Mukherjee, Sagnik, et al.
Published: (2025)
by: Mukherjee, Sagnik, et al.
Published: (2025)
TOFLUX: A Differentiable Topology Optimization Framework for Multiphysics Fluidic Problems
by: Padhy, Rahul Kumar, et al.
Published: (2025)
by: Padhy, Rahul Kumar, et al.
Published: (2025)
Benchmarking of GPU-optimized Quantum-Inspired Evolutionary Optimization Algorithm using Functional Analysis
by: Kumar, Kandula Eswara Sai, et al.
Published: (2024)
by: Kumar, Kandula Eswara Sai, et al.
Published: (2024)
Generative Adversarial Networks Applied to Synthetic Financial Scenarios Generation
by: Rizzato, Matteo, et al.
Published: (2022)
by: Rizzato, Matteo, et al.
Published: (2022)
Superstructure Optimization with Embedded Neural Networks for Sustainable Aviation Fuel Production
by: Klimek, Alexander, et al.
Published: (2025)
by: Klimek, Alexander, et al.
Published: (2025)
MOTO: Topology Optimization for Large Deformations via an Implicit Material Point Method
by: Padhy, Rahul Kumar, et al.
Published: (2026)
by: Padhy, Rahul Kumar, et al.
Published: (2026)
Intelligent Optimization of Mine Environmental Damage Assessment and Repair Strategies Based on Deep Learning
by: Cheng, Qishuo
Published: (2024)
by: Cheng, Qishuo
Published: (2024)
Similar Items
-
TOaCNN: Adaptive Convolutional Neural Network for Multidisciplinary Topology Optimization
by: Chadha, Khaish Singh, et al.
Published: (2023) -
PyTOaCNN: Topology optimization using an adaptive convolutional neural network in Python
by: Chadha, Khaish Singh, et al.
Published: (2024) -
Analysis of nonlocal smart beams following fractional-order constitutive relations
by: Desai, Shubham, et al.
Published: (2024) -
SoRoTop: a hitchhiker's guide to topology optimization MATLAB code for design-dependent pneumatic-driven soft robots
by: Kumar, Prabhat
Published: (2024) -
TOPress3D: 3D topology optimization with design-dependent pressure loads in MATLAB
by: Kumar, Prabhat
Published: (2024)