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ORCIDDavid Hyde 0001
Person information
- affiliation: Vanderbilt University, Nashville, TN, USA
- affiliation (former): University of California, Los Angeles, CA, USA
- affiliation (PhD): Stanford University, CA, USA
Other persons with the same name
- David Hyde 0002 — Raytheon, Integrated Defense Systems, Arlington, VA, USA
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2020 – today
- 2025
[j12]Yuxin Huang
, Benjamin Grossman-Ponemon, David Hyde:
Automated Synthesis of Quantum Algorithms via Classical Numerical Techniques. ACM Trans. Quantum Comput. 6(4): 28:1-28:24 (2025)- [j11]Michael Xu, Chang-Yong Song, David I. W. Levin, David Hyde:
A Differentiable Material Point Method Framework for Shape Morphing. IEEE Trans. Vis. Comput. Graph. 31(10): 9140-9153 (2025) - [c12]Max Milkert, David Hyde, Forrest J. Laine:
Compelling ReLU Networks to Exhibit Exponentially Many Linear Regions at Initialization and During Training. ICML 2025 - [i15]Elizabeth G. Campolongo, Yuan-Tang Chou, Ekaterina Govorkova, Wahid Bhimji, Wei-Lun Chao, Chris Harris, Shih-Chieh Hsu, Hilmar Lapp, Mark S. Neubauer, Josephine M. Namayanja, Aneesh Subramanian, Philip C. Harris, Advaith Anand, David Edward Carlyn, Subhankar Ghosh, Christopher G. Lawrence, Eric A. Moreno, Ryan Raikman, Jiaman Wu, Ziheng Zhang, Bayu Adhi, Mohammad Ahmadi Gharehtoragh, Saúl Alonso-Monsalve, Marta Babicz, Furqan Baig, Namrata Banerji, William Bardon, Tyler Barna, Tanya Y. Berger-Wolf, Adji Bousso Dieng, Micah Brachman, Quentin Buat, David C. Y. Hui, Phuong Cao, Franco Cerino, Yi-Chun Chang, Shivaji Chaulagain, An-Kai Chen, Deming Chen, Eric Chen, Chia-Jui Chou, Zih-Chen Ciou, Miles Cochran-Branson, Artur Cordeiro Oudot Choi, Michael Coughlin, Matteo Cremonesi, Maria Dadarlat, Peter Darch, Malina Desai, Daniel Diaz, Steven Dillmann, Javier M. Duarte, Isla Duporge, Urbas Ekka, Saba Entezari Heravi, Hao Fang, Rian Flynn, Geoffrey Fox, Emily Freed, Hang Gao, Jing Gao, Julia Gonski, Matthew J. Graham, Abolfazl Hashemi, Scott Hauck, James Hazelden, Joshua Henry Peterson, Duc Hoang, Wei Hu, Mirco Hünnefeld, David Hyde, Vandana P. Janeja, Nattapon Jaroenchai, Haoyi Jia, Yunfan Kang, Maksim Kholiavchenko, Elham E Khoda, Sangin Kim, Aditya Kumar, Bo-Cheng Lai, Trung Le, Chi-Wei Lee, JangHyeon Lee, Shaocheng Lee, Suzan van der Lee, Charles Lewis, Haitong Li, Haoyang Li, Henry Liao, Mia Liu, Xiaolin Liu, Xiulong Liu, Vladimir Loncar, Fangzheng Lyu, Ilya Makarov, Abhishikth Mallampalli Chen-Yu Mao, Alexander Michels, Alexander Migala, Farouk Mokhtar, Mathieu Morlighem:
Building Machine Learning Challenges for Anomaly Detection in Science. CoRR abs/2503.02112 (2025) - [i14]Zhi Hua Jin, Kurt Xiao, David Hyde:
Remotely Seeing Is Believing: How Trust in Cyber-Physical Systems Evolves Through Virtual Observation. CoRR abs/2509.10749 (2025) - [i13]Manish Acharya, David Hyde:
Efficient Sliced Wasserstein Distance Computation via Adaptive Bayesian Optimization. CoRR abs/2509.17405 (2025) - [i12]Chang-Yong Song, David Hyde:
PhysMorph-GS: Differentiable Shape Morphing via Joint Optimization of Physics and Rendering Objectives. CoRR abs/2511.16988 (2025) - [i11]Shihan Cheng, Nilesh Kulkarni, David Hyde, Dmitriy Smirnov:
Less is More: Data-Efficient Adaptation for Controllable Text-to-Video Generation. CoRR abs/2511.17844 (2025) - 2024
- [j10]Steven Gagniere, Yushan Han, Yizhou Chen, David Hyde, Alan Marquez-Razon, Joseph Teran, Ronald Fedkiw:
A Robust Grid-Based Meshing Algorithm for Embedding Self-Intersecting Surfaces. Comput. Graph. Forum 43(1) (2024) - [c11]Siwoo Bae, David Hyde:
CUBAN: Leveraging Semantic Comparables to Predict Financial Metrics Using Textual Descriptions of Companies. IEEE Big Data 2024: 4819-4827 - [c10]Nurshat Mangnike, David Hyde:
Toward Improving Boussinesq Flow Simulations by Learning with Compressible Flow. PASC 2024: 5:1-5:12 - [c9]Michael Xu, Chang-Yong Song, David I. W. Levin, David Hyde:
A Differentiable Material Point Method Framework for Shape Morphing. SCA (Posters) 2024 - [i10]Harsh Vardhan, Umesh Timalsina, Michael Sandborn, David Hyde, Péter Völgyesi, Janos Sztipanovits:
Anvil: An integration of artificial intelligence, sampling techniques, and a combined CAD-CFD tool. CoRR abs/2407.02519 (2024) - [i9]Victoria Kala, Jingyu Chen, David Hyde, Alexey Stomakhin, Joseph Teran:
A Thermomechanical Hybrid Incompressible Material Point Method. CoRR abs/2408.07276 (2024) - [i8]Yuxin Huang, Benjamin Grossman-Ponemon, David A. B. Hyde:
Automated Synthesis of Quantum Algorithms via Classical Numerical Techniques. CoRR abs/2408.15225 (2024) - [i7]Michael Xu, Chang-Yong Song, David I. W. Levin, David Hyde:
A Differentiable Material Point Method Framework for Shape Morphing. CoRR abs/2409.15746 (2024) - 2023
- [c8]Ayano Kaneda, Osman Akar, Jingyu Chen, Victoria Alicia Trevino Kala, David Hyde, Joseph Teran:
A Deep Conjugate Direction Method for Iteratively Solving Linear Systems. ICML 2023: 15720-15736 - [i6]Harsh Vardhan, David Hyde, Umesh Timalsina, Péter Völgyesi, Janos Sztipanovits:
Sample-Efficient and Surrogate-Based Design Optimization of Underwater Vehicle Hulls. CoRR abs/2304.12420 (2023) - 2022
- [i5]Steven W. Gagniere, Yushan Han, Yizhou Chen, David A. B. Hyde, Alan Marquez-Razon, Joseph Teran, Ronald Fedkiw:
A Robust Grid-Based Meshing Algorithm for Embedding Self-Intersecting Surfaces. CoRR abs/2201.06256 (2022) - [i4]Ayano Kaneda, Osman Akar, Jingyu Chen, Victoria Kala, David Hyde, Joseph Teran:
A Deep Gradient Correction Method for Iteratively Solving Linear Systems. CoRR abs/2205.10763 (2022) - 2021
- [j9]David A. B. Hyde, Michael Bao, Ronald Fedkiw:
On obtaining sparse semantic solutions for inverse problems, control, and neural network training. J. Comput. Phys. 443: 110498 (2021) - [j8]Jingyu Chen, Victoria Kala, Alan Marquez-Razon, Elias Gueidon, David A. B. Hyde, Joseph Teran:
A momentum-conserving implicit material point method for surface tension with contact angles and spatial gradients. ACM Trans. Graph. 40(4): 111:1-111:16 (2021) - [i3]Jingyu Chen, Victoria Kala, Alan Marquez-Razon, Elias Gueidon, David A. B. Hyde, Joseph Teran:
A Momentum-Conserving Implicit Material Point Method for Surface Energies with Spatial Gradients. CoRR abs/2101.12408 (2021) - 2020
- [j7]Steven Gagniere, David Hyde, Alan Marquez-Razon, Chenfanfu Jiang, Ziheng Ge, Xuchen Han, Qi Guo, Joseph Teran:
A Hybrid Lagrangian/Eulerian Collocated Velocity Advection and Projection Method for Fluid Simulation. Comput. Graph. Forum 39(8): 1-14 (2020) - [j6]David A. B. Hyde, Steven W. Gagniere, Alan Marquez-Razon, Joseph Teran:
An implicit updated lagrangian formulation for liquids with large surface energy. ACM Trans. Graph. 39(6): 183:1-183:13 (2020) - [c7]Sian Wen, Andy Chen, Tanishq Bhatia, Nicholas Liskij, David Hyde, Andrea L. Bertozzi, P. Jeffrey Brantingham:
Analyzing Effectiveness of Gang Interventions using Koopman Operator Theory. IEEE BigData 2020: 3237-3245 - [c6]Ruofei Wu, Chenxin Yang, David Hyde, Andrea L. Bertozzi, P. Jeffrey Brantingham:
Emotion Classification and Textual Clustering Techniques for Gang Intervention Data. IEEE BigData 2020: 3246-3254 - [c5]Ernestine Fu, Mishel Johns, David A. B. Hyde, Srinath Sibi, Martin Fischer, David Sirkin:
Is Too Much System Caution Counterproductive? Effects of Varying Sensitivity and Automation Levels in Vehicle Collision Avoidance Systems. CHI 2020: 1-13 - [c4]Ernestine Fu, David Hyde, Srinath Sibi, Mishel Johns, Martin Fischer, David Sirkin:
Assessing the Effects of Failure Alerts on Transitions of Control from Autonomous Driving Systems. IV 2020: 1956-1963 - [i2]Steven W. Gagniere, David A. B. Hyde, Alan Marquez-Razon, Chenfanfu Jiang, Ziheng Ge, Xuchen Han, Qi Guo, Joseph Teran:
A Hybrid Lagrangian/Eulerian Collocated Advection and Projection Method for Fluid Simulation. CoRR abs/2003.12227 (2020)
2010 – 2019
- 2019
- [j5]Liang Yang, David Hyde, Ognjen Grujic, Céline Scheidt, Jef Caers:
Assessing and visualizing uncertainty of 3D geological surfaces using level sets with stochastic motion. Comput. Geosci. 122: 54-67 (2019) - [j4]Frédéric Gibou, David Hyde, Ron Fedkiw:
Sharp interface approaches and deep learning techniques for multiphase flows. J. Comput. Phys. 380: 442-463 (2019) - [j3]David A. B. Hyde, Ronald Fedkiw:
A unified approach to monolithic solid-fluid coupling of sub-grid and more resolved solids. J. Comput. Phys. 390: 490-526 (2019) - [j2]Minjae Lee, David Hyde, Michael Bao, Ronald Fedkiw:
A Skinned Tetrahedral Mesh for Hair Animation and Hair-Water Interaction. IEEE Trans. Vis. Comput. Graph. 25(3): 1449-1459 (2019) - [c3]Minjae Lee, David Hyde, Kevin Li, Ronald Fedkiw:
A robust volume conserving method for character-water interaction. Symposium on Computer Animation 2019: 3:1-3:12 - [i1]Minjae Lee, David Hyde, Kevin Li, Ronald Fedkiw:
A Robust Volume Conserving Method for Character-Water Interaction. CoRR abs/1902.00801 (2019) - 2018
- [j1]Chinmayee Shah, David Hyde, Hang Qu, Philip Alexander Levis:
Distributing and Load Balancing Sparse Fluid Simulations. Comput. Graph. Forum 37(8): 35-46 (2018) - [c2]Charles Tripp, David Hyde, Benjamin Grossman-Ponemon:
FRC: a high-performance concurrent parallel deferred reference counter for C++. ISMM 2018: 14-28 - [c1]David A. B. Hyde, Tyler R. Hall, Jef Caers:
VRGE: An Immersive Visualization Application for the Geosciences. SciVis 2018: 16-20
Coauthor Index
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