finite element method

Neural-Augmented Kelvinlet for Real-Time Soft Tissue Deformation Modeling AAAI 2026 PFEM-GP-dPHS : a finite element framework for combining Gaussian processes and infinite-dimensional port-Hamiltonian systems L4DC 2026 CFDONEval: A Comprehensive Evaluation of Operator-Learning Neural Network Models for Computational Fluid Dynamics IJCAI 2025 G-Adaptivity: optimised graph-based mesh relocation for finite element methods ICML 2025 Interpolating Neural Network-Tensor Decomposition (INN-TD): a scalable and interpretable approach for large-scale physics-based problems ICML 2025 DIFFTACTILE: A Physics-based Differentiable Tactile Simulator for Contact-rich Robotic Manipulation ICLR 2024 Reinforcement Learning for Adaptive Mesh Refinement AISTATS 2023 Swarm Reinforcement Learning for Adaptive Mesh Refinement NeurIPS 2023 A Unified Hard-Constraint Framework for Solving Geometrically Complex PDEs NeurIPS 2022 Fast Aquatic Swimmer Optimization with Differentiable Projective Dynamics and Neural Network Hydrodynamic Models ICML 2022 Learning the Dynamics of Physical Systems from Sparse Observations with Finite Element Networks ICLR 2022 PhysGNN: A Physics--Driven Graph Neural Network Based Model for Predicting Soft Tissue Deformation in Image--Guided Neurosurgery NeurIPS 2022 Comparison of the Finite Element Method, the Multimodal Method and the Transmission-Line Model for the Computation of Vocal Tract Transfer Functions Interspeech 2021 DiSECt: A Differentiable Simulation Engine for Autonomous Robotic Cutting RSS 2021 Correspondence-Free Material Reconstruction using Sparse Surface Constraints CVPR 2020 Efficient and Robust Shape Correspondence via Sparsity-Enforced Quadratic Assignment CVPR 2020 Trajectory Optimization for Cable-Driven Soft Robot Locomotion RSS 2019 A Fast Robust 1D Flow Model for a Self-Oscillating Coupled 2D FEM Vocal Fold Simulation Interspeech 2017 A Unified Numerical Simulation of Vowel Production That Comprises Phonation and the Emitted Sound Interspeech 2017 Synthesis of VV Utterances from Muscle Activation to Sound with a 3D Model Interspeech 2017 Efficient Computation of Gaussian Process Regression for Large Spatial Data Sets by Patching Local Gaussian Processes JMLR 2016 Using a Biomechanical Model and Articulatory Data for the Numerical Production of Vowels Interspeech 2016 Good Vibrations: A Modal Analysis Approach for Sequential Non-Rigid Structure from Motion CVPR 2014 Understanding Slip Perception of Soft Fingertips by Modeling and Simulating Stick-Slip Phenomenon RSS 2011