| Neural Posterior Estimation with Differentiable Simulators | Jul 12, 2022 | Bayesian InferenceDensity Estimation | —Unverified | 0 |
| Simulating Liquids with Graph Networks | Mar 14, 2022 | Liquid SimulationPhysical Simulations | —Unverified | 0 |
| E-LMC: Extended Linear Model of Coregionalization for Spatial Field Prediction | Mar 1, 2022 | Physical Simulations | —Unverified | 0 |
| Modeling Reservoir Release Using Pseudo-Prospective Learning and Physical Simulations to Predict Water Temperature | Feb 11, 2022 | Physical Simulations | —Unverified | 0 |
| Constraint-based graph network simulator | Dec 16, 2021 | Graph Neural NetworkPhysical Simulations | —Unverified | 0 |
| A Rate-Distortion Framework for Explaining Black-box Model Decisions | Oct 12, 2021 | Physical Simulations | —Unverified | 0 |
| HuBeRo - a Framework to Simulate Human Behaviour in Robot Research | Jul 22, 2021 | Physical SimulationsRobot Navigation | CodeCode Available | 0 |
| Amortized Synthesis of Constrained Configurations Using a Differentiable Surrogate | Jun 16, 2021 | DecoderPhysical Simulations | CodeCode Available | 0 |
| Real-time Pose and Shape Reconstruction of Two Interacting Hands With a Single Depth Camera | Jun 15, 2021 | GPUPhysical Simulations | —Unverified | 0 |
| Knowledge- and Data-driven Services for Energy Systems using Graph Neural Networks | Mar 12, 2021 | Decision MakingPhysical Simulations | —Unverified | 0 |
| A Taylor Based Sampling Scheme for Machine Learning in Computational Physics | Jan 20, 2021 | BIG-bench Machine LearningPhysical Simulations | —Unverified | 0 |
| Frequency-aware Interface Dynamics with Generative Adversarial Networks | Jan 1, 2021 | Physical Simulations | —Unverified | 0 |
| Bayesian Neural Ordinary Differential Equations | Dec 14, 2020 | Bayesian InferenceBIG-bench Machine Learning | —Unverified | 0 |
| Efficient nonlinear manifold reduced order model | Nov 13, 2020 | modelPhysical Simulations | —Unverified | 0 |
| A fast and accurate physics-informed neural network reduced order model with shallow masked autoencoder | Sep 25, 2020 | Physical Simulations | —Unverified | 0 |
| In-Distribution Interpretability for Challenging Modalities | Jul 1, 2020 | Physical Simulations | —Unverified | 0 |
| CoolMomentum: A Method for Stochastic Optimization by Langevin Dynamics with Simulated Annealing | May 29, 2020 | global-optimizationPhysical Simulations | CodeCode Available | 0 |
| 3D mesh processing using GAMer 2 to enable reaction-diffusion simulations in realistic cellular geometries | Dec 17, 2019 | Physical Simulations | CodeCode Available | 0 |
| Local Geometric Indexing of High Resolution Data for Facial Reconstruction from Sparse Markers | Mar 1, 2019 | Physical Simulations | —Unverified | 0 |
| Multi-Fidelity Black-Box Optimization with Hierarchical Partitions | Jul 1, 2018 | Physical Simulations | —Unverified | 0 |
| Physics-driven Fire Modeling from Multi-view Images | Apr 14, 2018 | Physical Simulationsvalid | CodeCode Available | 0 |
| Predicting Natural Hazards with Neuronal Networks | Feb 21, 2018 | General Classificationimage-classification | —Unverified | 0 |
| Complete End-To-End Low Cost Solution To a 3D Scanning System with Integrated Turntable | Sep 3, 2017 | 3D ReconstructionObject Recognition | —Unverified | 0 |
| UnrealCV: Connecting Computer Vision to Unreal Engine | Sep 5, 2016 | NavigatePhysical Simulations | CodeCode Available | 0 |
| Measurement of refractive index of single microparticles | Oct 9, 2006 | Optical Tweezers SimulationsPhysical Simulations | CodeCode Available | 0 |