CUBAN: Leveraging Semantic Comparables to Predict Financial Metrics Using Textual Descriptions of Companies

S. Bae and D. Hyde
2024 IEEE International Conference on Big Data (BigData), 2024

A Differentiable Material Point Method Framework for Shape Morphing

M. Xu, C. Song, D. Levin, D. Hyde

Automated Synthesis of Quantum Algorithms via Classical Numerical Techniques

Y. Huang, B. Grossman-Ponemon, D. Hyde

A Thermomechanical Hybrid Incompressible Material Point Method

V. Kala, J. Chen, D. Hyde, A. Stomakhin, J. Teran

Compelling ReLU Networks to Exhibit Exponentially Many Linear Regions at Initialization and During Training

M. Milkert, D. Hyde, F. Laine

Anvil: An integration of artificial intelligence, sampling techniques, and a combined CAD-CFD tool

H. Vardhan, U. Timalsina, M. Sandborn, D. Hyde, P. Volgyesi, J. Sztipanovits
Proceedings of the Sixth Workshop on Design Automation for CPS and IoT (DESTION 2024), 2024

Toward Improving Boussinesq Flow Simulations by Learning with Compressible Flow

N. Mangnike and D. Hyde
PASC '24: Proceedings of the Platform for Advanced Scientific Computing Conference, 2024

Sample-Efficient and Surrogate-Based Design Optimization of Underwater Vehicle Hulls

H. Vardhan, D. Hyde, U. Timalsina, P. Volgyesi, J. Sztipanovits
Ocean Engineering, 2024-11

The Pandemic did not Interrupt LA's Violence Interrupters

J. Ren, K. Santoso, D. Hyde, A. Bertozzi, P. Brantingham
Journal of Aggression, Conflict and Peace Research, 2022

A Deep Conjugate Direction Method for Iteratively Solving Linear Systems

A. Kaneda, O. Akar, J. Chen, V. Kala, D. Hyde, J. Teran
Proceedings of the 40th International Conference on Machine Learning, 2023

A Robust Grid-Based Meshing Algorithm for Embedding Self-Intersecting Surfaces

S. Gagniere, Y. Han, Y. Chen, D. Hyde, A. Marquez-Razon, J. Teran, R. Fedkiw
Computer Graphics Forum, 2023

Cross-Technology Innovation Trends and Evidence with Patent and Funding Data

D. Hyde and E. Fu
World Patent Information, 2022

A Momentum-Conserving Implicit Material Point Method for Surface Tension with Contact Angles and Spatial Gradients

J. Chen, V. Kala, A. Marquez-Razon, E. Gueidon, D. Hyde, J. Teran
ACM TOG (SIGGRAPH 2021 Technical Papers), 2021

Emotion Classification and Textual Clustering Techniques for Gang Intervention Data

R. Wu, C. Yang, D. Hyde, A. Bertozzi, P. Brantingham
Data Science for Smart and Connected Communities Workshop, IEEE Big Data, 2020

Analyzing Effectiveness of Gang Interventions using Koopman Operator Theory

S. Wen, A. Chen, T. Bhatia, N. Liskij, D. Hyde, A. Bertozzi, P. Brantingham
Data Science for Smart and Connected Communities Workshop, IEEE Big Data, 2020

On Obtaining Sparse Semantic Solutions for Inverse Problems, Control, and Neural Network Training

D. Hyde, M. Bao, R. Fedkiw
Journal of Computational Physics, 2021

An Implicit Updated Lagrangian Formulation for Liquids with Large Surface Energy

D. Hyde, S. Gagniere, A. Marquez-Razon, J. Teran
ACM TOG (SIGGRAPH Asia 2020 Technical Papers), 2020

Improved Search Strategies with Application to Estimating Facial Blendshape Parameters

M. Bao, D. Hyde, X. Hua, R. Fedkiw

A Hybrid Lagrangian/Eulerian Collocated Velocity Advection and Projection Method for Fluid Simulation

S. Gagniere, D. Hyde, A. Marquez-Razon, C. Jiang, Z. Ge, X. Han, Qi Guo, J. Teran
Computer Graphics Forum (Proceedings of the ACM SIGGRAPH / Eurographics Symposium on Computer Animation 2020 (SCA 2020)), 2020

Assessing the Effects of Failure Alerts on Transitions of Control from Autonomous Driving Systems

E. Fu, D. Hyde, S. Sibi, M. Johns, M. Fischer, D. Sirkin
Proceedings of the 2020 IEEE Intelligent Vehicles Symposium (IV 2020), 2020-10

Is Too Much System Caution Counterproductive? Effects of Varying Sensitivity and Automation Levels in Vehicle Collision Avoidance Systems

E. Fu, M. Johns, D. Hyde, S. Sibi, M. Fischer, D. Sirkin
Proceedings of the 2020 ACM SIGCHI Conference on Human Factors in Computing Systems, 2020

A Unified Approach to Monolithic Solid-Fluid Coupling of Sub-Grid and More Resolved Solids

D. Hyde and R. Fedkiw
Journal of Computational Physics, 2019-08

VRGE: An Immersive Visualization Application for the Geosciences

D. Hyde, T. Hall, J. Caers
Proceedings of the 2018 IEEE Conference on Scientific Visualization (SciVis '18), 2018

Assessing and Visualizing Uncertainty of 3D Geological Surfaces Using Level Sets with Stochastic Motion

L. Yang, D. Hyde, O. Grujic, C. Scheidt, J. Caers
Computers and Geosciences, 2019-01

Distributing and Load Balancing Sparse Fluid Simulations

C. Shah, D. Hyde, H. Qu, P. Levis
Computer Graphics Forum (Proceedings of the ACM SIGGRAPH / Eurographics Symposium on Computer Animation 2018 (SCA 2018)), 2018

Sharp Interface Approaches and Deep Learning Techniques for Multiphase Flows

F. Gibou, D. Hyde, R. Fedkiw
Journal of Computational Physics, 2019

FRC: A High-Performance Concurrent Parallel Deferred Reference Counter for C++

C. Tripp, D. Hyde, B. Grossman-Ponemon
Proceedings of the 2018 ACM SIGPLAN International Symposium on Memory Management (ISMM '18), 2018

A Robust Volume Conserving Method for Character-Water Interaction

M. Lee, D. Hyde, K. Li, R. Fedkiw
Proceedings of the ACM SIGGRAPH / Eurographics Symposium on Computer Animation 2019 (SCA 2019), 2019

A Skinned Tetrahedral Mesh for Hair Animation and Hair-Water Interaction

M. Lee, D. Hyde, M. Bao, R. Fedkiw
IEEE TVCG, 2018

Knotting Fingerprints Resolve Knot Complexity and Knotting Pathways in Ideal Knots

D. Hyde, J. Henrich, E. Rawdon, K. Millett
Journal of Physics: Condensed Matter (Special Issue on Knots), 2015