| DeepZero: Scaling up Zeroth-Order Optimization for Deep Model Training | Oct 3, 2023 | Adversarial DefenseComputational Efficiency | CodeCode Available | 1 | 5 |
| Isometric Transformation Invariant and Equivariant Graph Convolutional Networks | May 13, 2020 | Object DetectionPhysical Simulations | CodeCode Available | 1 | 5 |
| DiffTaichi: Differentiable Programming for Physical Simulation | Oct 1, 2019 | Physical Simulations | CodeCode Available | 1 | 5 |
| SuperCaustics: Real-time, open-source simulation of transparent objects for deep learning applications | Jul 23, 2021 | Caustics SegmentationDepth Completion | CodeCode Available | 1 | 5 |
| HOOD: Hierarchical Graphs for Generalized Modelling of Clothing Dynamics | Dec 14, 2022 | Physical Simulations | CodeCode Available | 1 | 5 |
| Grounding Graph Network Simulators using Physical Sensor Observations | Feb 23, 2023 | ImputationMotion Planning | CodeCode Available | 1 | 5 |
| Update 3.0 to “PuMA: The Porous Microstructure Analysis software” | Jul 19, 2021 | Computed Tomography (CT)Physical Simulations | CodeCode Available | 1 | 5 |
| f-SfT: Shape-From-Template With a Physics-Based Deformation Model | Jan 1, 2022 | 3D ReconstructionPhysical Simulations | CodeCode Available | 1 | 5 |
| Embedding physics domain knowledge into a Bayesian network enables layer-by-layer process innovation for photovoltaics | Jan 31, 2020 | Bayesian InferencePhysical Simulations | CodeCode Available | 1 | 5 |
| Interpolating neural network: A novel unification of machine learning and interpolation theory | Apr 16, 2024 | GPUPhysical Simulations | CodeCode Available | 1 | 5 |
| Measurement of refractive index of single microparticles | Oct 9, 2006 | Optical Tweezers SimulationsPhysical Simulations | CodeCode Available | 0 | 5 |
| 3D mesh processing using GAMer 2 to enable reaction-diffusion simulations in realistic cellular geometries | Dec 17, 2019 | Physical Simulations | CodeCode Available | 0 | 5 |
| Adversarial Manhole: Challenging Monocular Depth Estimation and Semantic Segmentation Models with Patch Attack | Aug 27, 2024 | Adversarial AttackAutonomous Driving | CodeCode Available | 0 | 5 |
| Amortized Synthesis of Constrained Configurations Using a Differentiable Surrogate | Jun 16, 2021 | DecoderPhysical Simulations | CodeCode Available | 0 | 5 |
| Climate-sensitive Urban Planning through Optimization of Tree Placements | Oct 9, 2023 | Physical Simulations | CodeCode Available | 0 | 5 |
| CoolMomentum: A Method for Stochastic Optimization by Langevin Dynamics with Simulated Annealing | May 29, 2020 | global-optimizationPhysical Simulations | CodeCode Available | 0 | 5 |
| Learning the dynamics of a one-dimensional plasma model with graph neural networks | Oct 26, 2023 | Graph Neural NetworkPhysical Simulations | CodeCode Available | 0 | 5 |
| Efficient Probabilistic Modeling of Crystallization at Mesoscopic Scale | May 26, 2024 | Physical Simulations | CodeCode Available | 0 | 5 |
| HuBeRo - a Framework to Simulate Human Behaviour in Robot Research | Jul 22, 2021 | Physical SimulationsRobot Navigation | CodeCode Available | 0 | 5 |
| Dynamic Diffusion Schrödinger Bridge in Astrophysical Observational Inversions | Jun 9, 2025 | Physical SimulationsPrediction | CodeCode Available | 0 | 5 |
| Multi-Resolution Active Learning of Fourier Neural Operators | Sep 29, 2023 | Active LearningLEMMA | CodeCode Available | 0 | 5 |
| Physics-driven Fire Modeling from Multi-view Images | Apr 14, 2018 | Physical Simulationsvalid | CodeCode Available | 0 | 5 |
| Predicting Fatigue Crack Growth via Path Slicing and Re-Weighting | Sep 13, 2023 | Decision MakingDimensionality Reduction | CodeCode Available | 0 | 5 |
| Simulation toolkit for digital material characterization of large image-based microstructures | Jan 18, 2023 | Computed Tomography (CT)Physical Simulations | CodeCode Available | 0 | 5 |
| Symmetric Basis Convolutions for Learning Lagrangian Fluid Mechanics | Mar 25, 2024 | Physical Simulations | CodeCode Available | 0 | 5 |
