--- id: "/frontier/page/20/" title: "Frontier · page 20" creator: null creator_url: null creator_x: null url: "https://skillissue.dev/frontier/page/20/" 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 Track research, releases, long-term trends and governance debates. - [Trends And Forecasts](/frontier/trends-and-forecasts/index.md) (3) - [Annual Reports](/frontier/annual-reports/index.md) (2) - [Research Feeds](/frontier/research-feeds/index.md) (293) - [Model Releases](/frontier/model-releases/index.md) (310) - [Policy And Governance](/frontier/policy-and-governance/index.md) (89) [Beginner](/frontier/beginner/index.md) [Intermediate](/frontier/intermediate/index.md) [Advanced](/frontier/advanced/index.md) [Expert](/frontier/expert/index.md) 697 resources · page 20 of 22 - ### [CARLA](/frontier/research-feeds/carla/index.md) Creator not supplied; see original source. CARLA simulator documentation: setup, Python API, sensors and scenarios for autonomous-driving research. Advanced · unknown · unknown resource · en - ### [Chemprop](/frontier/research-feeds/chemprop/index.md) Creator not supplied; see original source. Chemprop documentation: PyTorch framework for training message-passing neural networks for molecular property prediction. Advanced · unknown · unknown resource · en - ### [CityLearn](/frontier/research-feeds/citylearn/index.md) Creator not supplied; see original source. CityLearn documentation: open-source Gymnasium environment for reinforcement learning in building energy and demand response. Advanced · unknown · unknown resource · en - ### [ClimaX](/frontier/research-feeds/climax/index.md) Creator not supplied; see original source. ICML 2023 paper ClimaX: a foundation model for weather and climate. Advanced–Expert · unknown · unknown resource · en - ### [Samuel Bendett (CNA)](/frontier/policy-and-governance/cna-samuel-bendett-expert-page/index.md) Creator not supplied; see original source. CNA expert page for Samuel Bendett, who analyses Russian military technology, drones and autonomous systems. Advanced · unknown · unknown resource · en - ### [New CNAS Report Examines the Role of AI in Russia's Confrontation with the West](/frontier/policy-and-governance/cnas-report-on-ai-in-russia-s-confrontation-with-the-west-may-2024/index.md) Creator not supplied; see original source. CNAS press release on its May 2024 report on the role of AI in Russia's confrontation with the West. Advanced · unknown · unknown resource · en - ### [Autonomous chemical research with large language models (Coscientist)](/frontier/research-feeds/coscientist-boiko-et-al-nature-2023/index.md) Creator not supplied; see original source. Nature paper (2023) on Coscientist, autonomous chemical research with large language models. Advanced · unknown · unknown resource · en - ### [CSET: Harnessed Lightning (PLA and AI)](/frontier/policy-and-governance/cset-harnessed-lightning-pla-and-ai/index.md) Creator not supplied; see original source. CSET report Harnessed Lightning analysing Chinese PLA procurement of AI from public contract records. Advanced · unknown · unknown resource · en - ### [U.S. and Chinese Military AI Purchases (CSET)](/frontier/policy-and-governance/cset-u-s-and-chinese-military-ai-purchases/index.md) Creator not supplied; see original source. CSET report analysing US and Chinese military purchases of AI systems from procurement records. Advanced · unknown · unknown resource · en - ### [CSIS Wadhwani AI Center](/frontier/policy-and-governance/csis-wadhwani-ai-center/index.md) Creator not supplied; see original source. CSIS Wadhwani AI Center: research on AI governance, geopolitics and national security. Advanced · unknown · unknown resource · en - ### [DDPM](/frontier/model-releases/ddpm/index.md) Creator not supplied; see original source. arXiv paper (2020) "Denoising Diffusion Probabilistic Models", introducing DDPM image generation by learning to reverse a gradual noising process. Advanced · unknown · unknown resource · en - ### [DeepONet (Lu et al.)](/frontier/research-feeds/deeponet-lu-et-al/index.md) Creator not supplied; see original source. arXiv paper (2019) introducing DeepONet for learning nonlinear operators of differential equations. Advanced–Expert · unknown · unknown resource · en - ### [DiT (Scalable Diffusion Transformers)](/frontier/model-releases/dit-scalable-diffusion-transformers/index.md) Creator not supplied; see original source. arXiv paper (2022) introducing Diffusion Transformers (DiT), scalable diffusion models with transformer backbones. Advanced–Expert · unknown · unknown resource · en - ### [Domain randomization for sim-to-real](/frontier/policy-and-governance/domain-randomization-for-sim-to-real/index.md) Creator not supplied; see original source. arXiv paper (2017) introducing domain randomization for transferring networks trained in simulation to real robots. Advanced–Expert · unknown · unknown resource · en - ### [Dstl assurance of AI and autonomous systems](/frontier/policy-and-governance/dstl-assurance-of-ai-and-autonomous-systems/index.md) Creator not supplied; see original source. Dstl biscuit book on assurance of AI and autonomous systems: requirements, data, algorithms and system integration. Advanced · unknown · unknown resource · en - ### [Essentia](/frontier/model-releases/essentia/index.md) Creator not supplied; see original source. Essentia documentation: open-source library from UPF for audio and music analysis, with ML models. Advanced · unknown · unknown resource · en - ### [Flow Matching](/frontier/model-releases/flow-matching/index.md) Creator not supplied; see original source. arXiv paper (2022) "Flow Matching for Generative Modeling", introducing flow matching for training continuous normalising flows. Advanced–Expert · unknown · unknown resource · en - ### [Fourier Neural Operator (Li et al.)](/frontier/research-feeds/fourier-neural-operator-li-et-al/index.md) Creator not supplied; see original source. arXiv paper (2020) introducing the Fourier Neural Operator for learning parametric PDE solutions. Advanced–Expert · unknown · unknown resource · en - ### [FuXi Weather](/frontier/research-feeds/fuxi-weather-data-to-forecast-arxiv-2408-05472/index.md) Creator not supplied; see original source. arXiv PDF (2024) of FuXi Weather, an end-to-end ML system forecasting directly from raw observations. Advanced · unknown · unknown resource · en - ### [GANs (Goodfellow)](/frontier/model-releases/gans-goodfellow/index.md) Creator not supplied; see original source. arXiv paper (2014) by Goodfellow et al. introducing generative adversarial networks (GANs) and adversarial training. Advanced · unknown · unknown resource · en - ### [Gemini image generation got it wrong (postmortem)](/frontier/model-releases/gemini-image-generation-got-it-wrong-postmortem/index.md) Creator not supplied; see original source. Google post explaining what went wrong with Gemini's image generation of people and the planned fixes. Advanced · unknown · unknown resource · en - ### [GenCast paper](/frontier/research-feeds/gencast-paper/index.md) Creator not supplied; see original source. arXiv paper (2023) introducing GenCast, a diffusion-based ensemble model for medium-range weather forecasting. Advanced–Expert · unknown · unknown resource · en - ### [Global Fishing Watch research](/frontier/research-feeds/global-fishing-watch-research/index.md) Creator not supplied; see original source. Global Fishing Watch research page: studies using machine learning and satellite data on ocean activity. Advanced · unknown · unknown resource · en - ### [Scaling deep learning for materials discovery (GNoME)](/frontier/research-feeds/gnome-scaling-deep-learning-for-materials-discovery-nature-2023/index.md) Creator not supplied; see original source. Nature paper (2023) on GNoME, scaling deep learning to discover new stable materials. Advanced · unknown · unknown resource · en - ### [GraphCast paper](/frontier/research-feeds/graphcast-paper/index.md) Creator not supplied; see original source. arXiv paper (2022) introducing GraphCast, a graph neural network for medium-range global weather forecasting. Advanced–Expert · unknown · unknown resource · en - ### [Grid2Op](/frontier/research-feeds/grid2op/index.md) Creator not supplied; see original source. Grid2Op documentation: Python framework for developing and testing control agents on simulated power grids. Advanced · unknown · unknown resource · en - ### [Hi3D 产品概述](/frontier/model-releases/hi3d/index.md) Creator not supplied; see original source. Hi3D API overview in Chinese: Math Magic's 3D generation service that turns 2D images into 3D models. Advanced · unknown · unknown resource · zh - ### [Hi3D API introduction](/frontier/model-releases/hi3d-api-introduction/index.md) Creator not supplied; see original source. Hi3D API introduction: image-to-3D generation API from Math Magic based on its Sparc3D and Ultra3D models. Advanced · unknown · unknown resource · en - ### [Intern-S1: A Scientific Multimodal Foundation Model](/frontier/research-feeds/intern-s1-technical-report-arxiv-2508-15763/index.md) Creator not supplied; see original source. arXiv PDF (2025) of the Intern-S1 technical report, Shanghai AI Laboratory's scientific multimodal model. Advanced · unknown · unknown resource · en - ### [JSP 936: Dependable AI in defence, Part 1 directive](/frontier/policy-and-governance/jsp-936-dependable-ai-in-defence-part-1-directive/index.md) Creator not supplied; see original source. JSP 936 Part 1: UK MOD directive on dependable AI in defence, the main policy for safe AI adoption. Advanced · unknown · unknown resource · en - ### [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 [Previous page](/frontier/page/19/index.md) [Next page](/frontier/page/21/index.md) [Plain-text Markdown copy](/frontier/page/20/index.md)