Ashwini Verma

Ashwini Verma

Senior research fellow

Posts by Tags

Machine Learning

Solid state hydrogen storage: Decoding the path through machine learning

less than 1 minute read

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In this work we have developed HEART (HydrogEn storAge propeRty predicTor), a machine learning framework to discover new metal alloys for efficient hydrogen storage. Our framework includes two ML models that predict the HYdrogen Storage capaciTy as function of temperature (HYST) and the enTHalpy of hydride fORmation (THOR) of multi-component metal alloys. These models helps us to explore millions of possibilities and identify promising materials for hydrogen storage, accelerating the path towards a sustainable future. hashtag#renewableenergy hashtag#hydrogeneconomy hashtag#hydrogenstorage hashtag#machinelearning <!– Headings are cool ======

Property prediction

Solid state hydrogen storage: Decoding the path through machine learning

less than 1 minute read

Published:

In this work we have developed HEART (HydrogEn storAge propeRty predicTor), a machine learning framework to discover new metal alloys for efficient hydrogen storage. Our framework includes two ML models that predict the HYdrogen Storage capaciTy as function of temperature (HYST) and the enTHalpy of hydride fORmation (THOR) of multi-component metal alloys. These models helps us to explore millions of possibilities and identify promising materials for hydrogen storage, accelerating the path towards a sustainable future. hashtag#renewableenergy hashtag#hydrogeneconomy hashtag#hydrogenstorage hashtag#machinelearning <!– Headings are cool ======

Solid-state hydrogen storage

Solid state hydrogen storage: Decoding the path through machine learning

less than 1 minute read

Published:

In this work we have developed HEART (HydrogEn storAge propeRty predicTor), a machine learning framework to discover new metal alloys for efficient hydrogen storage. Our framework includes two ML models that predict the HYdrogen Storage capaciTy as function of temperature (HYST) and the enTHalpy of hydride fORmation (THOR) of multi-component metal alloys. These models helps us to explore millions of possibilities and identify promising materials for hydrogen storage, accelerating the path towards a sustainable future. hashtag#renewableenergy hashtag#hydrogeneconomy hashtag#hydrogenstorage hashtag#machinelearning <!– Headings are cool ======

category1

Future Blog Post

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Blog Post number 4

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This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

Blog Post number 3

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This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

Blog Post number 2

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This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

category2

Future Blog Post

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This post will show up by default. To disable scheduling of future posts, edit config.yml and set future: false.

Blog Post number 4

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This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

Blog Post number 3

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This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

Blog Post number 2

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This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

cool posts

Future Blog Post

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This post will show up by default. To disable scheduling of future posts, edit config.yml and set future: false.

Blog Post number 4

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Published:

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

Blog Post number 3

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This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

Blog Post number 2

less than 1 minute read

Published:

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.