Google Research - Explore Our Latest Research in Science and AI

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NeurIPS 2024 </span> </div> </div> </a> <a class="glue-card not-glue glue-carousel__item" href="https://research.google/blog/unlocking-the-power-of-time-series-data-with-multimodal-models/" aria-label="Slide 2of6 - Unlocking the power of time-series data with multimodal models" > <div class="glue-card__inner"> <div data-gt-id="media" data-gt-component-name="">   <picture class="glue-card__asset play-pause-size-override media__image"> <source media="(min-width: 768px)" srcset="https://storage.googleapis.com/gweb-research2023-media/images/VisualTrends-1-Summary.width-800.png" alt="VisualTrends-1-Summary" /> <img src="https://storage.googleapis.com/gweb-research2023-media/images/VisualTrends-1-Summary.width-800.png" alt="VisualTrends-1-Summary" loading="lazy" /> </picture> </div> <div class="glue-card__content "> <p class="glue-label glue-spacer-1-bottom">NOVEMBER 25 路 BLOG</p> <span class="headline-5 js-gt-item-id"> Unlocking the power of time-series data with multimodal models </span> </div> </div> </a> <a class="glue-card not-glue glue-carousel__item" href="https://research.google/blog/helping-everyone-build-ai-for-healthcare-applications-with-open-foundation-models/" aria-label="Slide 3of6 - Helping everyone build AI for healthcare applications with open foundation models" > <div class="glue-card__inner"> <div data-gt-id="media" data-gt-component-name="">   <picture class="glue-card__asset play-pause-size-override media__image"> <source media="(min-width: 768px)" srcset="https://storage.googleapis.com/gweb-research2023-media/images/HAI-DEF-1-Overview.width-800.png" alt="HAI-DEF-1-Overview" /> <img src="https://storage.googleapis.com/gweb-research2023-media/images/HAI-DEF-1-Overview.width-800.png" alt="HAI-DEF-1-Overview" loading="lazy" /> </picture> </div> <div class="glue-card__content "> <p class="glue-label glue-spacer-1-bottom">NOVEMBER 25 路 BLOG</p> <span class="headline-5 js-gt-item-id"> Helping everyone build AI for healthcare applications with open foundation models </span> </div> </div> </a> <a class="glue-card not-glue glue-carousel__item" href="https://research.google/blog/learning-deepvariants-hidden-powers/" aria-label="Slide 4of6 - Learning DeepVariant's hidden powers" > <div class="glue-card__inner"> <div data-gt-id="media" data-gt-component-name="">   <picture class="glue-card__asset play-pause-size-override media__image"> <source media="(min-width: 768px)" srcset="https://storage.googleapis.com/gweb-research2023-media/images/DV-4-MOSAICs.width-800.png" alt="DV-4-MOSAICs" /> <img src="https://storage.googleapis.com/gweb-research2023-media/images/DV-4-MOSAICs.width-800.png" alt="DV-4-MOSAICs" loading="lazy" /> </picture> </div> <div class="glue-card__content "> <p class="glue-label glue-spacer-1-bottom">OCTOBER 22 路 BLOG</p> <span class="headline-5 js-gt-item-id"> Learning DeepVariant's hidden powers </span> </div> </div> </a> <a class="glue-card not-glue glue-carousel__item" href="https://research.google/blog/taking-medical-imaging-embeddings-3d/" aria-label="Slide 5of6 - Taking medical imaging embeddings 3D" > <div class="glue-card__inner"> <div data-gt-id="media" data-gt-component-name="">   <picture class="glue-card__asset play-pause-size-override media__image"> <source media="(min-width: 768px)" srcset="https://storage.googleapis.com/gweb-research2023-media/images/CT-Foundations-CT-hero.width-800.png" alt="CT-Foundations-CT-hero" /> <img src="https://storage.googleapis.com/gweb-research2023-media/images/CT-Foundations-CT-hero.width-800.png" alt="CT-Foundations-CT-hero" loading="lazy" /> </picture> </div> <div class="glue-card__content "> <p class="glue-label glue-spacer-1-bottom">OCTOBER 21 路 BLOG</p> <span class="headline-5 js-gt-item-id"> Taking medical imaging embeddings 3D </span> </div> </div> </a> <a class="glue-card not-glue glue-carousel__item" href="https://research.google/blog/evaluating-and-enhancing-probabilistic-reasoning-in-language-models/" aria-label="Slide 6of6 - Evaluating and enhancing probabilistic reasoning in language models" > <div class="glue-card__inner"> <div data-gt-id="media" data-gt-component-name="">   <picture class="glue-card__asset play-pause-size-override media__image"> <source media="(min-width: 768px)" srcset="https://storage.googleapis.com/gweb-research2023-media/images/probabilistic-reasoning-img-1.width-800.png" alt="probabilistic-reasoning-img-1" /> <img src="https://storage.googleapis.com/gweb-research2023-media/images/probabilistic-reasoning-img-1.width-800.png" alt="probabilistic-reasoning-img-1" loading="lazy" /> </picture> </div> <div class="glue-card__content "> <p class="glue-label glue-spacer-1-bottom">OCTOBER 21 路 BLOG</p> <span class="headline-5 js-gt-item-id"> Evaluating and enhancing probabilistic reasoning in language models </span> </div> </div> </a> </div> </div>  <div class="glue-carousel__navigation" aria-label="Choose a page" data-glue-carousel-navigation-label="Selected tab $glue_carousel_page_number$ of $glue_carousel_page_total$"> </div> </div> </div> </div> </div> </div> </section> <div class="heading-component padding-large --theme-dark" data-gt-id="heading" data-gt-component-name=""> <div class="glue-page"> <div class="heading-component__wrapper"> <h2 class="heading headline-1">Our research drives real-world change</h2> </div> </div> </div> <div class="divider --theme-dark"> <hr class="glue-page"/> </div> <section class="project-feature --theme-dark" data-gt-id="project_feature" data-gt-component-name=""> <div class="glue-page"> <div class="glue-grid"> <div class="glue-grid__col glue-grid__col--span-4-sm glue-grid__col--span-12-md glue-grid__col--span-8-lg"> <h2 class="project-feature__heading headline-2">Wildfires</h2> <picture> <source media="(max-width: 767px)" srcset="https://storage.googleapis.com/gweb-research2023-media/images/WIldfires_homepage-project-collage.width-800.png" alt="WIldfires_homepage-project-collage" /> <source media="(min-width: 768px)" srcset="https://storage.googleapis.com/gweb-research2023-media/images/WIldfires_homepage-project-collage.width-800.png" alt="WIldfires_homepage-project-collage" /> <img src="https://storage.googleapis.com/gweb-research2023-media/images/WIldfires_homepage-project-collage.width-800.png" alt="WIldfires_homepage-project-collage" /> </picture> </div> <div class="glue-grid__col glue-grid__col--span-4-sm glue-grid__col--span-12-md glue-grid__col--span-4-lg project-feature__content-wrapper"> <p class="project-feature__description headline-4">Using AI to create a breakthrough in wildfire detection</p> <a class="glue-button glue-button--medium-emphasis glue-button--reversed" href="http://sites.research.google/gr/wildfires/" > <span class="js-gt-item-id">Learn more</span> </a> <span class="project-feature__eyebrow eyebrow">Explore the research behind the project</span> <ul class="project-feature__list"> <li class="row-card"> <a class="row-card__heading headline-6 glue-link grey" href=https://www.youtube.com/watch?v=pmQlXLaHT_Y&t target="_blank" rel="noreferrer noopener" > Watch Google AI鈥檚 wildfire detection technology</a> <div class="row-card__subheading__item extra-small-text"> Video </div> </li> <li class="row-card"> <a class="row-card__heading headline-6 glue-link grey" href=https://blog.google/outreach-initiatives/sustainability/google-ai-wildfire-detection target="_blank" rel="noreferrer noopener" > How a new constellation of satellites can detect smaller wildfires earlier</a> <div class="row-card__subheading__item extra-small-text"> Blog </div> </li> <li class="row-card"> <a class="row-card__heading headline-6 glue-link grey" href=http://sites.research.google/gr/wildfires/firesat/ > Discover how Google AI is helping firefighters detect wildfires</a> <div class="row-card__subheading__item extra-small-text"> Research </div> </li> <li class="row-card"> <a class="row-card__heading headline-6 glue-link grey" href=https://www.earthfirealliance.org/ target="_blank" rel="noreferrer noopener" > Learn about EFA, the nonprofit established to launch the FireSat constellation</a> <div class="row-card__subheading__item extra-small-text"> Partner </div> </li> </ul> </div> </div> </div> </section> <div class="divider --theme-dark"> <hr class="glue-page"/> </div> <section class="project-feature --theme-dark" data-gt-id="project_feature" data-gt-component-name=""> <div class="glue-page"> <div class="glue-grid"> <div class="glue-grid__col glue-grid__col--span-4-sm glue-grid__col--span-12-md glue-grid__col--span-8-lg"> <h2 class="project-feature__heading headline-2">Mapping the Ionosphere</h2> <picture> <source media="(max-width: 767px)" srcset="https://storage.googleapis.com/gweb-research2023-media/images/Ionosphere_homepage.width-800.png" alt="Ionosphere_homepage" /> <source media="(min-width: 768px)" srcset="https://storage.googleapis.com/gweb-research2023-media/images/Ionosphere_homepage.width-800.png" alt="Ionosphere_homepage" /> <img src="https://storage.googleapis.com/gweb-research2023-media/images/Ionosphere_homepage.width-800.png" alt="Ionosphere_homepage" /> </picture> </div> <div class="glue-grid__col glue-grid__col--span-4-sm glue-grid__col--span-12-md glue-grid__col--span-4-lg project-feature__content-wrapper"> <p class="project-feature__description headline-4">Mapping the ionosphere with Android phones</p> <a class="glue-button glue-button--medium-emphasis glue-button--reversed" href="https://research.google/blog/mapping-the-ionosphere-with-the-power-of-android/" target="_blank" rel="noreferrer noopener"> <span class="js-gt-item-id">Learn more</span> </a> <span class="project-feature__eyebrow eyebrow">Explore the research behind the project</span> <ul class="project-feature__list"> <li class="row-card"> <a class="row-card__heading headline-6 glue-link grey" href=https://www.google.com/url?q=https://www.youtube.com/watch?v%3DpwDX67hlBXg&sa=D&source=docs&ust=1731518060859809&usg=AOvVaw3Rt3vswmObsXn6dG50xLdh target="_blank" rel="noreferrer noopener" > Bringing atmospheric data down to Earth</a> <div class="row-card__subheading__item extra-small-text"> Video </div> </li> <li class="row-card"> <a class="row-card__heading headline-6 glue-link grey" href=https://www.nature.com/articles/s41586-024-08072-x target="_blank" rel="noreferrer noopener" > Mapping the Ionosphere with Millions of Phones</a> <div class="row-card__subheading__item extra-small-text"> Journal article </div> </li> <li class="row-card"> <a class="row-card__heading headline-6 glue-link grey" href=https://youtu.be/NFahTZzIUA8 target="_blank" rel="noreferrer noopener" > Explore crowdsourced maps of the ionosphere</a> <div class="row-card__subheading__item extra-small-text"> Video </div> </li> <li class="row-card"> <a class="row-card__heading headline-6 glue-link grey" href=https://agu.confex.com/agu/fm23/meetingapp.cgi/Paper/1238010 target="_blank" rel="noreferrer noopener" > American Geophysical Union (AGU) invited talk</a> <div class="row-card__subheading__item extra-small-text"> Publication </div> </li> </ul> </div> </div> </div> </section> <div class="divider --theme-dark"> <hr class="glue-page"/> </div> <section class="project-feature --theme-dark" data-gt-id="project_feature" data-gt-component-name=""> <div class="glue-page"> <div class="glue-grid"> <div class="glue-grid__col glue-grid__col--span-4-sm glue-grid__col--span-12-md glue-grid__col--span-8-lg"> <h2 class="project-feature__heading headline-2">Generative AI in health</h2> <picture> <source media="(max-width: 767px)" srcset="https://storage.googleapis.com/gweb-research2023-media/images/Gen_AI_health.width-800.png" alt="Gen_AI_health" /> <source media="(min-width: 768px)" srcset="https://storage.googleapis.com/gweb-research2023-media/images/Gen_AI_health.width-800.png" alt="Gen_AI_health" /> <img src="https://storage.googleapis.com/gweb-research2023-media/images/Gen_AI_health.width-800.png" alt="Gen_AI_health" /> </picture> </div> <div class="glue-grid__col glue-grid__col--span-4-sm glue-grid__col--span-12-md glue-grid__col--span-4-lg project-feature__content-wrapper"> <p class="project-feature__description headline-4">Transforming medicine with generative AI</p> <a class="glue-button glue-button--medium-emphasis glue-button--reversed" href="https://blog.google/technology/health/google-generative-ai-healthcare/" target="_blank" rel="noreferrer noopener"> <span class="js-gt-item-id">Learn more</span> </a> <span class="project-feature__eyebrow eyebrow">Explore the research behind the project</span> <ul class="project-feature__list"> <li class="row-card"> <a class="row-card__heading headline-6 glue-link grey" href=https://blog.google/technology/health/ai-model-cough-disease-detection/ target="_blank" rel="noreferrer noopener" > HeAR: A bioacoustic model designed to flag early signs of disease</a> <div class="row-card__subheading__item extra-small-text"> Blog </div> </li> <li class="row-card"> <a class="row-card__heading headline-6 glue-link grey" href=https://research.google/blog/advancing-medical-ai-with-med-gemini/ target="_blank" rel="noreferrer noopener" > Advancing medical AI with Med-Gemini</a> <div class="row-card__subheading__item extra-small-text"> Blog </div> </li> <li class="row-card"> <a class="row-card__heading headline-6 glue-link grey" href=https://research.google/blog/amie-a-research-ai-system-for-diagnostic-medical-reasoning-and-conversations/ target="_blank" rel="noreferrer noopener" > AMIE: A research AI system for diagnostic medical reasoning and conversations</a> <div class="row-card__subheading__item extra-small-text"> Blog </div> </li> <li class="row-card"> <a class="row-card__heading headline-6 glue-link grey" href=https://cloud.google.com/blog/topics/healthcare-life-sciences/introducing-medlm-for-the-healthcare-industry target="_blank" rel="noreferrer noopener" > MedLM: generative AI fine-tuned for the healthcare industry</a> <div class="row-card__subheading__item extra-small-text"> Blog </div> </li> </ul> </div> </div> </div> </section> <div class="heading-component padding-normal --theme-light" data-gt-id="heading" data-gt-component-name=""> <div class="glue-page"> <div class="heading-component__wrapper"> <h2 class="heading headline-2">See our impact across other projects</h2> <div class="heading-component__ctas"> <a class="glue-button glue-button--medium-emphasis" href="https://research.google/resources/our-projects/" > <span class="js-gt-item-id">See more projects</span> </a> </div> </div> </div> </div> <section class="component-as-block both --theme-light --dbl-padding"> <div class="glue-page"> <div class="glue-grid dynamic-basic-card-stack" data-gt-id="dynamic_basic_card_stack" data-gt-component-name=""> <div class="card glue-grid__col glue-grid__col--span-4-md glue-grid__col--span-4-sm">  <a class="glue-card not-glue " href="https://sites.research.google/floodforecasting/" aria-label="" target="_blank" rel="noreferrer noopener" > <div class="glue-card__inner"> <div data-gt-id="media" data-gt-component-name="">   <picture class="glue-card__asset play-pause-size-override media__image"> <source media="(min-width: 768px)" srcset="https://storage.googleapis.com/gweb-research2023-media/images/Flood_forecasting_hero.width-800.png" alt="Flood forecasting hero" /> <img src="https://storage.googleapis.com/gweb-research2023-media/images/Flood_forecasting_hero.width-800.png" alt="Flood forecasting hero" loading="lazy" /> </picture> </div> <div class="glue-card__content "> <p class="glue-label glue-spacer-1-bottom">Flood Forecasting</p> <span class="headline-5 js-gt-item-id"> The Flood Forecasting Initiative uses AI to make flood forecasting information universally accessible </span> </div> </div> </a> </div> <div class="card glue-grid__col glue-grid__col--span-4-md glue-grid__col--span-4-sm">  <a class="glue-card not-glue " href="https://sites.research.google/gr/open-buildings/" aria-label="" target="_blank" rel="noreferrer noopener" > <div class="glue-card__inner"> <div data-gt-id="media" data-gt-component-name="">   <picture class="glue-card__asset play-pause-size-override media__image"> <source media="(min-width: 768px)" srcset="https://storage.googleapis.com/gweb-research2023-media/images/open_building.width-800.png" alt="open building" /> <img src="https://storage.googleapis.com/gweb-research2023-media/images/open_building.width-800.png" alt="open building" loading="lazy" /> </picture> </div> <div class="glue-card__content "> <p class="glue-label glue-spacer-1-bottom">Open Buildings</p> <span class="headline-5 js-gt-item-id"> A dataset of building footprints to support social good applications </span> </div> </div> </a> </div> <div class="card glue-grid__col glue-grid__col--span-4-md glue-grid__col--span-4-sm">  <a class="glue-card not-glue " href="https://sites.research.google/languages/" aria-label="" target="_blank" rel="noreferrer noopener" > <div class="glue-card__inner"> <div data-gt-id="media" data-gt-component-name="">   <picture class="glue-card__asset play-pause-size-override media__image"> <source media="(min-width: 768px)" srcset="https://storage.googleapis.com/gweb-research2023-media/images/Anthem_Thumb_14.width-800.jpg" alt="Languages" /> <img src="https://storage.googleapis.com/gweb-research2023-media/images/Anthem_Thumb_14.width-800.jpg" alt="Languages" loading="lazy" /> </picture> </div> <div class="glue-card__content "> <p class="glue-label glue-spacer-1-bottom">Languages</p> <span class="headline-5 js-gt-item-id"> How Google is expanding support for thousands of the world's languages </span> </div> </div> </a> </div> </div> </div> </section> <section class="full-bleed-media glue-fullbleed overlay " data-gt-id="full_bleed_media" data-gt-component-name=""> <div class="glue-grid"> <div class="full-bleed-media__details"> <h2 class="full-bleed-media__heading headline-3">We work across domains</h2> <p data-block-key="kowra">Our vast breadth of work covers AI/ML foundations, responsible human-centric technology, science & societal impact, computing paradigms, and algorithms & optimization. Our research teams impact technology used by people all over the world.</p> <a class="glue-button glue-button--medium-emphasis glue-button--reversed" href="https://research.google/research-areas/" > <span class="js-gt-item-id">Explore research areas</span> </a> </div> <div class="glue-grid__col glue-grid__col--span-4-sm glue-grid__col--span-12"> <div data-gt-id="media" data-gt-component-name=""> <div> <div class="glue-ambient-video "> <video class="glue-ambient-video__container" playsinline muted="true" loop="true" preload="auto"> <source src="https://storage.googleapis.com/gweb-research2023-media/media/research-areas.mp4" type="video/mp4"> </video> <div class="glue-ambient-video__button glue-ambient-video__button--paused" aria-label="Video Play/pause"> <div class="glue-ambient-video__tooltip"> <span class="glue-ambient-video__tooltip-play glue-label">play silent looping video</span> <span class="glue-ambient-video__tooltip-pause glue-label">pause silent looping video</span> </div> <div class="glue-ambient-video__icon"> <svg role="presentation" aria-hidden="true" class="glue-icon glue-icon--18px glue-ambient-video__icon-play"> <use href="/gr/static/assets/icons/glue-icons.svg#play-button"></use> </svg> <svg role="presentation" aria-hidden="true" class="glue-icon glue-icon--18px glue-ambient-video__icon-pause"> <use href="/gr/static/assets/icons/glue-icons.svg#pause-button"></use> </svg> </div> </div> </div> </div> </div> </div> <div class="full-bleed-media__scrim"></div> </div> </section> <section class="two-block glue-fullbleed " data-gt-id="two_block" data-gt-component-name=""> <div class="glue-grid "> <div class="two-block__content glue-grid__col glue-grid__col--span-6 glue-grid__col--span-12-md"> <h2 class="headline-2">One research paper started it all</h2> <p class="two-block__text body-large">The research we do today becomes the Google of the future. Google itself began with a research paper, published in 1998, and was the foundation of Google Search. Our ongoing research over the past 25 years has transformed not only the company, but how people are able to interact with the world and its information.</p> <a class="glue-button glue-button--medium-emphasis" href="https://research.google/pubs/the-anatomy-of-a-large-scale-hypertextual-web-search-engine/" > <span class="js-gt-item-id">See the original publication</span> </a> </div> <div class="two-block__image glue-grid__col glue-grid__col--span-6 glue-grid__col--span-12-md"> <div data-gt-id="media" data-gt-component-name="">   <picture class=" media__image"> <source media="(min-width: 768px)" srcset="https://storage.googleapis.com/gweb-research2023-media/images/Legacy.width-1250.jpg" alt="Legacy" /> <img src="https://storage.googleapis.com/gweb-research2023-media/images/Legacy.width-1250.jpg" alt="Legacy" loading="lazy" /> </picture> </div> </div> </div> </section> <section class="two-block glue-fullbleed " data-gt-id="two_block" data-gt-component-name=""> <div class="glue-grid --reversed-col "> <div class="two-block__content glue-grid__col glue-grid__col--span-6 glue-grid__col--span-12-md"> <h2 class="headline-2">Responsible research is at the heart of what we do</h2> <p class="two-block__text body-large">The impact we create from our research has the potential to reach billions of people. That's why everything we do is guided by methodology that is grounded in responsible practices and thorough consideration.</p> <a class="glue-button glue-button--medium-emphasis" href="https://ai.google/responsibility/principles/?utm_source=researchgoogle&utm_medium=google-oo&utm_campaign=November2024&utm_content=module" target="_blank" rel="noreferrer noopener"> <span class="js-gt-item-id">See how we're advancing AI</span> </a> </div> <div class="two-block__image glue-grid__col glue-grid__col--span-6 glue-grid__col--span-12-md"> <div data-gt-id="media" data-gt-component-name="">   <picture class=" media__image"> <source media="(min-width: 768px)" srcset="https://storage.googleapis.com/gweb-research2023-media/images/responsible-ai.width-1250.jpg" alt="responsible-ai" /> <img src="https://storage.googleapis.com/gweb-research2023-media/images/responsible-ai.width-1250.jpg" alt="responsible-ai" loading="lazy" /> </picture> </div> </div> </div> </section> <div class="heading-component padding-normal --theme-light" data-gt-id="heading" data-gt-component-name=""> <div class="glue-page"> <div class="heading-component__wrapper"> <h2 class="heading headline-2">Help us shape the future</h2> </div> </div> </div> <section class="component-as-block both --theme-light --dbl-padding"> <div class="glue-page"> <div class="glue-grid dynamic-basic-card-stack" data-gt-id="dynamic_basic_card_stack" data-gt-component-name=""> <div class="card glue-grid__col glue-grid__col--span-6-md glue-grid__col--span-4-sm">  <a class="glue-card not-glue " href="https://research.google/programs-and-events/" aria-label="" > <div class="glue-card__inner"> <div data-gt-id="media" data-gt-component-name="">   <picture class="glue-card__asset play-pause-size-override media__image"> <source media="(min-width: 768px)" srcset="https://storage.googleapis.com/gweb-research2023-media/images/Academic_community.width-800.png" alt="Academic community" /> <img src="https://storage.googleapis.com/gweb-research2023-media/images/Academic_community.width-800.png" alt="Academic community" loading="lazy" /> </picture> </div> <div class="glue-card__content "> <span class="headline-5 js-gt-item-id"> Academic community </span> <div class="glue-card__description glue-spacer-1-top"> <p data-block-key="xn5g4">We've been working alongside the academic research community since day one. Explore the ways that we collaborate and provide resources and support through a variety of student and faculty programs.</p> </div> </div> <div class="glue-card__cta"> <span class="glue-button glue-spacer-1-top glue-button--low-emphasis"> See more programs </span> </div> </div> </a> </div> <div class="card glue-grid__col glue-grid__col--span-6-md glue-grid__col--span-4-sm">  <a class="glue-card not-glue " href="https://research.google/careers/" aria-label="" > <div class="glue-card__inner"> <div data-gt-id="media" data-gt-component-name="">   <picture class="glue-card__asset play-pause-size-override media__image"> <source media="(min-width: 768px)" srcset="https://storage.googleapis.com/gweb-research2023-media/images/Career_Opportunities.width-800.png" alt="Career Opportunities" /> <img src="https://storage.googleapis.com/gweb-research2023-media/images/Career_Opportunities.width-800.png" alt="Career Opportunities" loading="lazy" /> </picture> </div> <div class="glue-card__content "> 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