--- id: "/frontier/advanced/page/17/" title: "Frontier for advanced learners · page 17" creator: null creator_url: null creator_x: null url: "https://skillissue.dev/frontier/advanced/page/17/" level: null level_max: null category: null subcategory: null region: null license: null license_scope: null access: null models: null source_date: null date_added: null resource_kind: null verification_basis: null access_evidence: null domain_top: null domain_sub: null last_verified: null --- # Frontier for advanced learners [Beginner](/frontier/beginner/index.md) [Intermediate](/frontier/intermediate/index.md) [Advanced](/frontier/advanced/index.md) [Expert](/frontier/expert/index.md) 558 resources · page 17 of 18 - ### [KAN: Kolmogorov-Arnold Networks](/frontier/research-feeds/kan-kolmogorov-arnold-networks/index.md) Creator not supplied; see original source. arXiv paper (2024) introducing Kolmogorov-Arnold Networks (KAN) with learnable activation functions on edges. Advanced–Expert · unknown · unknown resource · en - ### [Champion-level drone racing using deep reinforcement learning (Swift)](/frontier/research-feeds/kaufmann-et-al-champion-level-drone-racing-swift-nature-2023/index.md) Creator not supplied; see original source. Nature paper (2023) on Swift, a deep RL drone that beat human champions in drone racing. Advanced · unknown · unknown resource · en - ### [Kornia](/frontier/research-feeds/kornia/index.md) Creator not supplied; see original source. Kornia documentation: PyTorch library of differentiable computer-vision and image-processing operations. Advanced · unknown · unknown resource · en - ### [Krea 2 Technical Report](/frontier/model-releases/krea-2-technical-report-2026-06-23/index.md) Creator not supplied; see original source. Krea 2 technical report on its open-weight text-to-image foundation models, including architecture and training details. Advanced · unknown · unknown resource · en - ### [Latent Diffusion (Stable Diffusion)](/frontier/model-releases/latent-diffusion-stable-diffusion/index.md) Creator not supplied; see original source. arXiv paper (2021) introducing latent diffusion models, the basis of Stable Diffusion. Advanced · unknown · unknown resource · en - ### [Learning to Simulate Complex Physics with Graph Networks (GNS)](/frontier/research-feeds/learning-to-simulate-complex-physics-with-graph-networks-gns/index.md) Creator not supplied; see original source. arXiv paper (2020) introducing Graph Network-based Simulators (GNS) for learning complex particle physics. Advanced–Expert · unknown · unknown resource · en - ### [MatGL](/frontier/research-feeds/matgl/index.md) Creator not supplied; see original source. MatGL: graph deep learning library for materials property prediction and interatomic potentials. Advanced · unknown · unknown resource · en - ### [matminer](/frontier/research-feeds/matminer/index.md) Creator not supplied; see original source. matminer documentation: Python library for mining materials data and generating features for ML models. Advanced · unknown · unknown resource · en - ### [MaxProof](/frontier/research-feeds/maxproof/index.md) Creator not supplied; see original source. arXiv paper (2026) introducing MaxProof, generative-verifier RL and test-time scaling for mathematical proofs. Advanced · unknown · unknown resource · en - ### [MedHELM: Holistic Evaluation of Large Language Models for Medical Tasks](/frontier/research-feeds/medhelm-paper-arxiv-2505-23802/index.md) Creator not supplied; see original source. arXiv PDF (2025) of the MedHELM paper on holistic evaluation of LLMs for medical tasks. Advanced · unknown · unknown resource · en - ### [MeshGraphNets](/frontier/research-feeds/meshgraphnets/index.md) Creator not supplied; see original source. arXiv paper (2020) introducing MeshGraphNets for learning mesh-based physical simulation. Advanced–Expert · unknown · unknown resource · en - ### [Meshy API documentation and changelog](/frontier/model-releases/meshy-api-documentation-and-changelog/index.md) Creator not supplied; see original source. Meshy API changelog listing feature updates, model versions and migration notes for its 3D generation API. Advanced · unknown · unknown resource · en - ### [METR](/frontier/trends-and-forecasts/metr-metr/index.md) by [METR](https://metr.org/) Follow research on the capabilities and risks of increasingly autonomous systems. Advanced · West · closed resource · en - ### [MoveIt](/frontier/research-feeds/moveit/index.md) Creator not supplied; see original source. MoveIt 2 documentation: ROS 2 framework for robot motion planning, manipulation and perception, with tutorials. Advanced · unknown · unknown resource · en - ### [NeRF](/frontier/model-releases/nerf/index.md) Creator not supplied; see original source. arXiv paper (2020) "NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis", introducing neural radiance fields (NeRF) for novel view synthesis. Advanced–Expert · unknown · unknown resource · en - ### [Nerfstudio documentation](/frontier/model-releases/nerfstudio/index.md) Creator not supplied; see original source. Nerfstudio documentation: modular framework for creating, training and viewing neural radiance fields (NeRFs). Advanced · unknown · unknown resource · en - ### [Neural Operator: Learning maps between function spaces](/frontier/research-feeds/neural-operator-learning-maps-between-function-spaces/index.md) Creator not supplied; see original source. arXiv paper (2021) "Neural Operator: Learning Maps Between Function Spaces", the general framework covering Fourier and graph neural operators for PDEs. Advanced–Expert · unknown · unknown resource · en - ### [NeuralHydrology](/frontier/research-feeds/neuralhydrology/index.md) Creator not supplied; see original source. NeuralHydrology site: research blog and library for neural networks in rainfall-runoff and hydrological modelling. Advanced · unknown · unknown resource · en - ### [NVIDIA cuOpt](/frontier/research-feeds/nvidia-cuopt/index.md) Creator not supplied; see original source. NVIDIA cuOpt user guide: GPU-accelerated solver for routing and other optimisation problems. Advanced · unknown · unknown resource · en - ### [On-Policy Distillation](/frontier/policy-and-governance/on-policy-distillation/index.md) Creator not supplied; see original source. Thinking Machines Lab post on on-policy distillation, combining on-policy sampling with dense teacher supervision. Advanced · unknown · unknown resource · en - ### [Orfeo ToolBox Cookbook](/frontier/research-feeds/orfeo-toolbox-cookbook/index.md) Creator not supplied; see original source. Orfeo ToolBox Cookbook: CNES open-source remote-sensing library with image classification workflows. Advanced · unknown · unknown resource · en - ### [PaiNN](/frontier/research-feeds/painn/index.md) Creator not supplied; see original source. arXiv HTML version of the PaiNN paper (2021) on equivariant message passing for molecular property prediction. Advanced–Expert · unknown · unknown resource · en - ### [Accurate medium-range global weather forecasting with 3D neural networks (Pangu-Weather)](/frontier/research-feeds/pangu-weather-bi-et-al-nature-2023-huawei/index.md) Creator not supplied; see original source. Nature paper (2023) on Huawei's Pangu-Weather, medium-range forecasting with 3D neural networks. Advanced · unknown · unknown resource · en - ### [Physics-informed deep learning (Raissi et al.)](/frontier/research-feeds/physics-informed-deep-learning-raissi-et-al/index.md) Creator not supplied; see original source. arXiv paper (2017) introducing physics-informed neural networks (PINNs) for data-driven solutions of nonlinear PDEs. Advanced–Expert · unknown · unknown resource · en - ### [PX4 computer-vision and ROS integration](/frontier/research-feeds/px4-computer-vision-and-ros-integration/index.md) Creator not supplied; see original source. PX4 Autopilot user guide: open-source drone flight control software with simulation, ROS and computer-vision integration. Advanced · unknown · unknown resource · en - ### [Qwen3 Technical Report](/frontier/model-releases/qwen3-technical-report/index.md) Creator not supplied; see original source. arXiv paper (2025) Qwen3 Technical Report describing the Qwen3 model family, architecture and training. Advanced · unknown · unknown resource · en - ### [Raster Vision](/frontier/research-feeds/raster-vision/index.md) Creator not supplied; see original source. Raster Vision: open-source library for deep learning on satellite and aerial imagery. Advanced · unknown · unknown resource · en - ### [robomimic](/frontier/research-feeds/robomimic/index.md) Creator not supplied; see original source. robomimic site: framework and demonstration datasets for robot learning from demonstration. Advanced · unknown · unknown resource · en - ### [Rodin Gen-2.5 中文 API specification](/frontier/model-releases/rodin-gen-2-5-api-specification/index.md) Creator not supplied; see original source. Hyper3D Rodin Gen-2.5 API specification in Chinese: request parameters, authentication and responses for 3D asset generation. Advanced · unknown · unknown resource · zh - ### [Rodin official generation skill library](/frontier/model-releases/rodin-official-generation-skill-library/index.md) Creator not supplied; see original source. Deemos rodin3d-skills GitHub repo: official agent skills for Rodin 3D generation. Advanced · unknown · unknown resource · en - ### [Scanpy documentation](/frontier/research-feeds/scanpy/index.md) Creator not supplied; see original source. Scanpy documentation: Python toolkit for analysing single-cell gene expression data. Advanced · unknown · unknown resource · en - ### [SchNet: A continuous-filter convolutional neural network for modeling quantum interactions](/frontier/research-feeds/schnet/index.md) Creator not supplied; see original source. arXiv paper (2017) introducing SchNet, a continuous-filter convolutional network for modelling quantum interactions in molecules. Advanced–Expert · unknown · unknown resource · en [Previous page](/frontier/advanced/page/16/index.md) [Next page](/frontier/advanced/page/18/index.md) [Plain-text Markdown copy](/frontier/advanced/page/17/index.md)