--- id: "/science-medicine/advanced/page/5/" title: "Science & medicine for advanced learners · page 5" url: "https://skillissue.dev/science-medicine/advanced/page/5/" --- # Science & medicine for advanced learners [Beginner](/science-medicine/beginner/index.md) [Intermediate](/science-medicine/intermediate/index.md) [Advanced](/science-medicine/advanced/index.md) [Expert](/science-medicine/expert/index.md) 189 resources · page 5 of 6 - ### [SpyTorch](/frontier/research-feeds/spytorch-spiking-nns-tutorial/index.md) by [Friedemann Zenke](https://fzenke.net) SpyTorch GitHub repo: tutorial on surrogate gradient learning in spiking neural networks. entity repo West en - ### [State Council Opinions on Deepening the "AI+" Action (国务院关于深入实施"人工智能+"行动的意见)](/frontier/research-feeds/state-council-opinions-on-deepening-the-ai-action/index.md) by [State Council of the People's Republic of China](https://www.gov.cn/) China State Council opinions (August 2025) on deepening the AI+ action across the economy. entity standard-policy China zh - ### [TerraTorch](/frontier/research-feeds/terratorch/index.md) by [TorchGeo](https://torchgeo.org/) TerraTorch GitHub repo: toolkit for fine-tuning geospatial foundation models. entity repo Global en - ### [The Well dataset](/frontier/research-feeds/the-well-dataset/index.md) by [Polymathic AI](https://polymathic-ai.org) Polymathic AI The Well GitHub repo: 15TB collection of physics simulation datasets for machine learning. entity repo West en - ### [TorchANI](/frontier/research-feeds/torchani/index.md) by [AIQM](https://github.com/aiqm) TorchANI GitHub repo: library for training and using ANI neural network potentials for molecules. entity repo US; international en - ### [TxGNN](/frontier/research-feeds/txgnn/index.md) by [Artificial Intelligence for Medicine and Science @ Harvard Zitnik Lab](https://zitniklab.hms.harvard.edu) Harvard TxGNN GitHub repo: graph model for zero-shot prediction of drug repurposing. entity repo US en - ### [UNI (Mahmood Lab) pathology foundation model](/frontier/research-feeds/uni-mahmood-lab-pathology-foundation-model/index.md) by [Mahmood Lab @ Harvard/MGB](https://www.mahmoodlab.org) Mahmood Lab UNI GitHub repo: pathology foundation model (Nature Medicine) with weights and embeddings. entity model US en - ### [Uni-Mol](/frontier/research-feeds/uni-mol/index.md) by [DeepModeling](https://deepmodeling.com) Uni-Mol GitHub repo (DP Technology): 3D molecular pretraining models for property prediction and docking. entity model China en - ### [Wildlife Insights](/frontier/research-feeds/wildlife-insights/index.md) by [Wildlife Insights](https://wildlifeinsights.org/) Wildlife Insights: platform using machine learning to identify species in camera-trap images for conservation. entity company Global en - ### [Zooniverse](/frontier/research-feeds/zooniverse/index.md) by [Zooniverse](https://zooniverse.org/) Zooniverse: citizen-science platform whose volunteer labels support research projects and train ML models. entity company UK/Global mul - ### [ECMWF AIFS](/frontier/research-feeds/ecmwf-aifs/index.md) by [European Centre for Medium-Range Weather Forecasts (ECMWF)](https://www.ecmwf.int/) ECMWF page on AIFS, its operational machine-learning weather forecasting system, with model versions and open data access. Intermediate–Advanced learning_resource docs EU en - ### [FutureHouse](/frontier/research-feeds/futurehouse/index.md) by [FutureHouse](https://futurehouse.org/) FutureHouse research page: publications and tools from the non-profit building AI agents for scientific research. Intermediate–Advanced learning_resource docs US en - ### [Physics-informed machine learning (Nature Reviews Physics)](/frontier/research-feeds/physics-informed-machine-learning-nature-reviews-physics/index.md) by [George Em Karniadakis et al. (Brown University)](https://www.brown.edu/) Nature Reviews Physics review (2021) of physics-informed machine learning. Intermediate–Advanced learning_resource paper West en - ### [Actuarial Data Science](/frontier/research-feeds/actuarial-data-science/index.md) by [Swiss Association of Actuaries (Actuarial Data Science)](https://www.actuarialdatascience.org/) Actuarial Data Science site from the Swiss Association of Actuaries with tutorials and notebooks applying ML to insurance. Advanced learning_resource course Switzerland/global en - ### [AIFS paper (ECMWF)](/frontier/research-feeds/aifs-paper-ecmwf/index.md) by [Simon Lang et al. (ECMWF)](https://www.ecmwf.int/) arXiv paper (2024) describing AIFS, ECMWF's data-driven weather forecasting system. Advanced–Expert learning_resource paper West en - ### [AlphaEvolve: A Gemini-powered coding agent for designing advanced algorithms](/frontier/research-feeds/alphaevolve/index.md) by [Google DeepMind](https://deepmind.google/) Google DeepMind post on AlphaEvolve, a Gemini-based coding agent that evolves algorithms for maths and computing problems. Advanced learning_resource blog West en - ### [AlphaFold 2 Nature paper](/frontier/research-feeds/alphafold-2-nature-paper/index.md) by [John Jumper et al. (DeepMind)](https://deepmind.google/) Nature paper (2021) on AlphaFold 2, highly accurate protein structure prediction. Advanced learning_resource paper West en - ### [Olympiad-Level Formal Mathematical Reasoning with Reinforcement Learning (AlphaProof)](/frontier/research-feeds/alphaproof-google-research-publication-page/index.md) by [Google Research](https://research.google/) Google Research publication on AlphaProof: olympiad-level formal mathematical reasoning with reinforcement learning. Advanced learning_resource paper UK/US en - ### [Aurora](/frontier/research-feeds/aurora/index.md) by [Cristian Bodnar et al. (Microsoft)](https://www.microsoft.com/) arXiv HTML version of the Aurora paper (2024) on a foundation model of the atmosphere. Advanced–Expert learning_resource paper Global (Microsoft Research; Ca en - ### [Autoware Documentation](/frontier/research-feeds/autoware/index.md) by [Autoware Foundation](https://autoware.org/) Autoware documentation: open-source autonomous-driving software stack, with architecture, setup and deployment guides. Advanced learning_resource docs Japan/global en - ### [Baidu PaddleHelix](/frontier/research-feeds/baidu-paddlehelix/index.md) by [PaddlePaddle](https://www.paddlepaddle.org.cn/) Baidu PaddleHelix GitHub repo: bio-computing platform on PaddlePaddle for drug discovery and protein models. Advanced learning_resource guide China en|zh - ### [CARLA](/frontier/research-feeds/carla/index.md) by [CARLA team](https://carla.org/) CARLA simulator documentation: setup, Python API, sensors and scenarios for autonomous-driving research. Advanced learning_resource docs Spain/global en - ### [Chemprop](/frontier/research-feeds/chemprop/index.md) by [Chemprop team (MIT)](https://github.com/chemprop/chemprop) Chemprop documentation: PyTorch framework for training message-passing neural networks for molecular property prediction. Advanced learning_resource docs US/global en - ### [CityLearn](/frontier/research-feeds/citylearn/index.md) by [CityLearn (Intelligent Environments Lab, UT Austin)](https://www.citylearn.net/) CityLearn documentation: open-source Gymnasium environment for reinforcement learning in building energy and demand response. Advanced learning_resource docs Global en - ### [ClimaX](/frontier/research-feeds/climax/index.md) by [Tung Nguyen et al. (UCLA and Microsoft Research)](https://www.microsoft.com/en-us/research/) ICML 2023 paper ClimaX: a foundation model for weather and climate. Advanced–Expert learning_resource paper Global (Microsoft Research; UC en - ### [Autonomous chemical research with large language models (Coscientist)](/frontier/research-feeds/coscientist-boiko-et-al-nature-2023/index.md) by [Daniil A. Boiko et al. (Carnegie Mellon University)](https://www.cmu.edu/) Nature paper (2023) on Coscientist, autonomous chemical research with large language models. Advanced learning_resource paper US en - ### [DeepONet (Lu et al.)](/frontier/research-feeds/deeponet-lu-et-al/index.md) by [Lu Lu et al. (Brown University)](https://www.brown.edu/) arXiv paper (2019) introducing DeepONet for learning nonlinear operators of differential equations. Advanced–Expert learning_resource paper West en - ### [Fourier Neural Operator (Li et al.)](/frontier/research-feeds/fourier-neural-operator-li-et-al/index.md) by [Zongyi Li et al. (Caltech)](https://www.caltech.edu/) arXiv paper (2020) introducing the Fourier Neural Operator for learning parametric PDE solutions. Advanced–Expert learning_resource paper West en - ### [FuXi Weather](/frontier/research-feeds/fuxi-weather-data-to-forecast-arxiv-2408-05472/index.md) by [Xiuyu Sun et al. (Fudan University)](https://www.fudan.edu.cn/) arXiv PDF (2024) of FuXi Weather, an end-to-end ML system forecasting directly from raw observations. Advanced learning_resource paper China (Fudan/Shanghai Academy of AI for Science) en - ### [GenCast paper](/frontier/research-feeds/gencast-paper/index.md) by [Ilan Price et al. (Google DeepMind)](https://deepmind.google/) arXiv paper (2023) introducing GenCast, a diffusion-based ensemble model for medium-range weather forecasting. Advanced–Expert learning_resource paper West en - ### [Global Fishing Watch research](/frontier/research-feeds/global-fishing-watch-research/index.md) by [Global Fishing Watch](https://globalfishingwatch.org/) Global Fishing Watch research page: studies using machine learning and satellite data on ocean activity. Advanced learning_resource paper Global en - ### [Scaling deep learning for materials discovery (GNoME)](/frontier/research-feeds/gnome-scaling-deep-learning-for-materials-discovery-nature-2023/index.md) by [Amil Merchant et al. (Google)](https://ai.google/) Nature paper (2023) on GNoME, scaling deep learning to discover new stable materials. Advanced learning_resource paper US/UK en [Previous page](/science-medicine/advanced/page/4/index.md) [Next page](/science-medicine/advanced/page/6/index.md) [Plain-text Markdown copy](/science-medicine/advanced/page/5/index.md)