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protein folding

9 papers

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Co-occurring keywords · papers mentioning both

neural network (3) protein structure (3) graph neural network (2) molecular simulation (2) representation learning (2) brownian motion (1) variational formulation (1) vanishing gradient (1) automated machine learning (1) contact map prediction (1)

Papers

A Physics-Augmented Deep Learning Framework for Classifying Single Molecule Force Spectroscopy Data ICML 2025 DPLM-2: A Multimodal Diffusion Protein Language Model ICLR 2025 Doob's Lagrangian: A Sample-Efficient Variational Approach to Transition Path Sampling NeurIPS 2024 Evaluating Representation Learning on the Protein Structure Universe ICLR 2024 Neural Network Reparametrization for Accelerated Optimization in Molecular Simulations NeurIPS 2024 Contact-Distil: Boosting Low Homologous Protein Contact Map Prediction by Self-Supervised Distillation AAAI 2022 Rethinking Neural Operations for Diverse Tasks NeurIPS 2021 Learning Protein Structure with a Differentiable Simulator ICLR 2019 Deep Spatio-Temporal Architectures and Learning for Protein Structure Prediction NeurIPS 2012