| Frequency-aware Interface Dynamics with Generative Adversarial Networks | Jan 1, 2021 | Physical Simulations | —Unverified | 0 |
| PBNS: Physically Based Neural Simulator for Unsupervised Garment Pose Space Deformation | Dec 21, 2020 | Physical Simulations | CodeCode Available | 1 |
| 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 |
| ξ-torch: differentiable scientific computing library | Oct 5, 2020 | Physical Simulations | CodeCode Available | 1 |
| A fast and accurate physics-informed neural network reduced order model with shallow masked autoencoder | Sep 25, 2020 | Physical Simulations | —Unverified | 0 |
| Can I Pour into It? Robot Imagining Open Containability Affordance of Previously Unseen Objects via Physical Simulations | Aug 5, 2020 | Binary ClassificationClassification | CodeCode Available | 1 |
| In-Distribution Interpretability for Challenging Modalities | Jul 1, 2020 | Physical Simulations | —Unverified | 0 |
| METASET: Exploring Shape and Property Spaces for Data-Driven Metamaterials Design | Jun 1, 2020 | Physical SimulationsPoint Processes | CodeCode Available | 1 |
| CoolMomentum: A Method for Stochastic Optimization by Langevin Dynamics with Simulated Annealing | May 29, 2020 | global-optimizationPhysical Simulations | CodeCode Available | 0 |
| Isometric Transformation Invariant and Equivariant Graph Convolutional Networks | May 13, 2020 | Object DetectionPhysical Simulations | CodeCode Available | 1 |
| DeePore: a deep learning workflow for rapid and comprehensive characterization of porous materials | May 3, 2020 | Physical Simulations | CodeCode Available | 1 |
| Molecular Insights from Conformational Ensembles via Machine Learning | Feb 4, 2020 | BIG-bench Machine LearningDimensionality Reduction | CodeCode Available | 1 |
| 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 |
| Compressive MRI quantification using convex spatiotemporal priors and deep auto-encoders | Jan 23, 2020 | compressed sensingPhysical Simulations | CodeCode Available | 1 |
| 3D mesh processing using GAMer 2 to enable reaction-diffusion simulations in realistic cellular geometries | Dec 17, 2019 | Physical Simulations | CodeCode Available | 0 |
| DiffTaichi: Differentiable Programming for Physical Simulation | Oct 1, 2019 | Physical Simulations | CodeCode Available | 1 |
| Is That a Chair? Imagining Affordances Using Simulations of an Articulated Human Body | Sep 17, 2019 | ObjectPhysical Simulations | CodeCode Available | 1 |
| 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 |
