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Atticus J. Beachy

Observed name: Atticus Beachy
ORCID: 0000-0002-0922-804X
Observed ORCID: 0000-0002-0922-804X
OpenAlex ID: A5037914464
Emulator embedded neural networks for multi-fidelity conceptual design exploration of hypersonic vehicles
2021 · Atticus Beachy, Harok Bae, et al. · Structural and Multidisciplinary Optimization · 19
Multifidelity Modeling Using Nondeterministic Localized Galerkin Approach
2020 · Harok Bae, Atticus J. Beachy, et al. · AIAA Journal · 13
Epistemic modeling uncertainty of rapid neural network ensembles for adaptive learning
2023 · Atticus Beachy, Harok Bae, et al. · Finite Elements in Analysis and Design · 11
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Data-Driven Sparse Sensor Placement Optimization on Wings for Flight-By-Feel: Bioinspired Approach and Application
2024 · Alex Hollenbeck, Atticus Beachy, et al. · Biomimetics · 8
Expected Effectiveness Based Adaptive Multi-Fidelity Modeling for Efficient Design Optimization
2020 · Atticus J. Beachy, Daniel L. Clark, et al. · AIAA SciTech Forum · 7
Multi-Fidelity Modeling using Non-Deterministic Localized-Galerkin Approach
2019 · Harok Bae, Atticus Beachy, et al. · AIAA SciTech Forum · 7
Conceptual Design Space Exploration of Hypersonic Aircraft Using Emulator Embedded Neural Networks
2025 · Atticus J. Beachy, Ramana Grandhi · AIAA AVIATION Forum · 2
Adaptive Learning of Emulator Embedded Neural Networks for Multi-Fidelity Conceptual Design Studies
2022 · Atticus J. Beachy, Harok Bae, et al. · AIAA SciTech Forum · 2
Emulator Embedded Neural Networks for Multi-Fidelity Conceptual Design Exploration of Hypersonic Vehicles
2021 · Atticus J. Beachy, Harok Bae, et al. · AIAA SciTech Forum · 2
Adaptive Selection of Decomposed Function Information Sources for Rapid Neural Networks
2025 · Atticus Beachy, Harok Bae, et al. · AIAA Journal · 1
Rapid Training of Emulator Embedded Neural Networks for Multi-Fidelity Conceptual Design Studies
2023 · Atticus J. Beachy, Harok Bae, et al. · AIAA SciTech Forum · 1
Gradient Enhanced Emulator Embedded Neural Networks for Active Learning of Hypersonic Constraint Boundaries
2026 · Atticus J. Beachy, Ramana Grandhi · AIAA International Space Planes and Hypersonic Systems and Technologies Conference
Active learning of constraint boundaries using expected magnitude of incorrectness and neural networks
2026 · Atticus Beachy, Ramana Grandhi · Structural and Multidisciplinary Optimization
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Correction: Conceptual Aerothermal-Structural Design Space Exploration Using Adaptive Machine Learning
2024 · Atticus J. Beachy, Harok Bae, et al. · AIAA AVIATION Forum
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Conceptual Aerothermal-Structural Design Space Exploration Using Adaptive Machine Learning
2024 · Atticus J. Beachy, Harok Bae, et al. · AIAA AVIATION Forum
Adaptive Selection of Decomposed Function Emulators for Rapid Neural Networks
2023 · Atticus J. Beachy, Harok Bae, et al. · AIAA AVIATION Forum
Correction: Rapid Training of Emulator Embedded Neural Networks for Multi-Fidelity Conceptual Design Studies
2023 · Atticus J. Beachy, Harok Bae, et al. · AIAA SciTech Forum
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Unsupervised Neural Network based Kriging to Predict Non-Stationary and High-Dimensional System Responses in Hypersonic Vehicle Design
2021 · Atticus J. Beachy, Harok Bae, et al. · AIAA AVIATION Forum
Efficient Multi-Fidelity Modeling of Constraints for Design Optimization Based on Expected Usefulness
2021 · Atticus J. Beachy, Harok Bae, et al. · AIAA SciTech Forum
Adaptive Multi-Fidelity Modeling for Efficient Design Exploration Under Uncertainty
2020 · Atticus J. Beachy · Journal of Bioresource Management
Works count: 20
Citation count: 73
H-index: 6
I10-index: 3
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