--- title: Paving the way for greener ammonia production | daily.dev description: MIT researchers developed a computational approach using density functional theory and machine learning to predict which metal nitride catalyst materials could... canonical: https://daily.dev/posts/paving-the-way-for-greener-ammonia-production-bjndzyihc twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Paving the way for greener ammonia production | daily.dev og:description: MIT researchers developed a computational approach using density functional theory and machine learning to predict which metal nitride catalyst materials could... og:url: https://daily.dev/posts/paving-the-way-for-greener-ammonia-production-bjndzyihc og:image: https://api.daily.dev/og/posts/BJnDzYIhC.png og:image:alt: Paving the way for greener ammonia production og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Paving the way for greener ammonia production **[MIT News](https://daily.dev/sources/mit)** · 7 min read · 1 upvotes · 0 comments ## Summary MIT researchers developed a computational approach using density functional theory and machine learning to predict which metal nitride catalyst materials could enable more efficient electrochemical ammonia production, an alternative to the fossil-fuel-dependent Haber-Bosch process. The study, led by Bilge Yildiz and doctoral students Constantine Athanitis and Filip Grajkowski, identifies key electronic and structural properties driving catalytic activity in nitrogen reduction reactions, aiming to speed up the search among millions of possible alloys. The work remains theoretical, with real-world lab testing of a working reaction cell still needed to validate practical impact. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Questions this post answers ### Why is the Haber-Bosch process for making ammonia so energy intensive and polluting? The Haber-Bosch process relies on fossil fuels to generate the high heat and pressure needed for the reaction, and the hydrogen feedstock it uses is also largely produced from fossil fuels. Ammonia production overall accounts for up to 2 percent of global energy consumption and about 1.5 percent of greenhouse gas emissions, despite the process being heavily optimized over more than a century. _daily.dev surfaces research like this for engineers tracking lower-emission alternatives to legacy industrial chemistry._ ### Why hasn't electrochemical ammonia production replaced the Haber-Bosch process yet? Electrochemical ammonia synthesis, which drives the reaction between proton-electron pairs and nitrogen gas using electricity instead of heat, still suffers from production rates and yields too low for industrial-scale, cost-competitive output. Researchers are targeting better metallic catalysts, particularly transition metal nitrides, to reduce the energy needed and improve selectivity so the process can compete economically with Haber-Bosch. _Follow catalysis and clean-energy research on daily.dev to see when electrochemical alternatives close the cost gap._ ## Similar posts on daily.dev - [An electrochemical approach turns ammonia into pure hydrogen](https://daily.dev/posts/an-electrochemical-approach-turns-ammonia-into-pure-hydrogen-fzoufyrrj) · MIT News · 0 upvotes · 0 comments - [Understanding ammonia energy’s tradeoffs around the world](https://daily.dev/posts/understanding-ammonia-energy-s-tradeoffs-around-the-world-wymohzdw6) · MIT News · 1 upvotes · 0 comments - [The FeMo-cofactor and classical and quantum computing](https://daily.dev/posts/the-femo-cofactor-and-classical-and-quantum-computing-giurlpd8d) · Quantum Frontiers · 0 upvotes · 0 comments - [Why some nitrogen-processing enzymes are more efficient than others](https://daily.dev/posts/why-some-nitrogen-processing-enzymes-are-more-efficient-than-others-s61y4ogh7) · MIT News · 0 upvotes · 0 comments - [New Aluminum-Based Catalyst Could De-Throne Platinum Group](https://daily.dev/posts/new-aluminum-based-catalyst-could-de-throne-platinum-group-iri1xdhgx) · Hackaday · 0 upvotes · 0 comments --- Tags: [#machine-learning](https://daily.dev/tags/machine-learning), [#science](https://daily.dev/tags/science), [#sustainability](https://daily.dev/tags/sustainability) [View this post on daily.dev](https://daily.dev/posts/paving-the-way-for-greener-ammonia-production-bjndzyihc) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Paving the way for greener ammonia production","url":"https://daily.dev/posts/paving-the-way-for-greener-ammonia-production-bjndzyihc","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/paving-the-way-for-greener-ammonia-production-bjndzyihc"},"datePublished":"2026-08-20T18:54:19.023Z","dateModified":"2026-09-14T07:19:12.307Z","description":"MIT researchers developed a computational approach using density functional theory and machine learning to predict which metal nitride catalyst materials could...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/125fa6044f4daf09405a4e05f6e0c6d7?_a=AQAEuop","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/125fa6044f4daf09405a4e05f6e0c6d7?_a=AQAEuop","isAccessibleForFree":true,"articleSection":"MIT News","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"MIT News","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/881e20a40aa44b12ba4bd27f5c14289d","url":"https://daily.dev/sources/mit"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/paving-the-way-for-greener-ammonia-production-bjndzyihc","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":1},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"machine-learning,science,sustainability","timeRequired":"PT7M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"MIT News","item":"https://daily.dev/sources/mit"},{"@type":"ListItem","position":3,"name":"Paving the way for greener ammonia production"}]} {"@context":"https://schema.org","@type":"FAQPage","@id":"https://daily.dev/posts/paving-the-way-for-greener-ammonia-production-bjndzyihc#faq","mainEntity":[{"@type":"Question","name":"Why is the Haber-Bosch process for making ammonia so energy intensive and polluting?","acceptedAnswer":{"@type":"Answer","text":"The Haber-Bosch process relies on fossil fuels to generate the high heat and pressure needed for the reaction, and the hydrogen feedstock it uses is also largely produced from fossil fuels. Ammonia production overall accounts for up to 2 percent of global energy consumption and about 1.5 percent of greenhouse gas emissions, despite the process being heavily optimized over more than a century. daily.dev surfaces research like this for engineers tracking lower-emission alternatives to legacy industrial chemistry."}},{"@type":"Question","name":"Why hasn't electrochemical ammonia production replaced the Haber-Bosch process yet?","acceptedAnswer":{"@type":"Answer","text":"Electrochemical ammonia synthesis, which drives the reaction between proton-electron pairs and nitrogen gas using electricity instead of heat, still suffers from production rates and yields too low for industrial-scale, cost-competitive output. Researchers are targeting better metallic catalysts, particularly transition metal nitrides, to reduce the energy needed and improve selectivity so the process can compete economically with Haber-Bosch. Follow catalysis and clean-energy research on daily.dev to see when electrochemical alternatives close the cost gap."}}]} ```