GET https://rct.dev.bbntimes.com/science/how-artificial-intelligence-quantum-chemistry-can-create-new-varieties-of-proteins

Response
200 OK
IP
3.144.143.110
Profiled on
Token
65ce68

ArticleController :: show

Request

GET Parameters

None

POST Parameters

None

Uploaded Files

None

Request Attributes

Key Value
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"how-artificial-intelligence-quantum-chemistry-can-create-new-varieties-of-proteins"

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Header Value
accept 
"*/*"
accept-encoding 
"gzip, br, zstd, deflate"
connection 
"close"
cookie 
"PHPSESSID=gd6u1g0js9vki1deh34cvb6o8t"
host 
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user-agent 
"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)"
x-php-ob-level 
"1"

Request Content

Request content not available (it was retrieved as a resource).

Response

Response Headers

Header Value
cache-control 
"no-cache, private"
content-type 
"text/html; charset=UTF-8"
date 
"Thu, 17 Apr 2025 05:45:20 GMT"
link 
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x-debug-token 
"65ce68"

Cookies

Request Cookies

Key Value
PHPSESSID 
"gd6u1g0js9vki1deh34cvb6o8t"

Response Cookies

No response cookies

Session 6

Session Metadata

Key Value
Created 
"Thu, 17 Apr 25 05:45:17 +0000"
Last used 
"Thu, 17 Apr 25 05:45:17 +0000"
Lifetime 
0

Session Attributes

Attribute Value
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Session Usage

6 Usages
Stateless check enabled
Usage
Symfony\Component\Security\Csrf\TokenStorage\SessionTokenStorage:76
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Symfony\Component\Security\Csrf\TokenStorage\SessionTokenStorage:79
Show trace 
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Symfony\Component\Security\Csrf\TokenStorage\SessionTokenStorage:52
Show trace 
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Show trace 
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Symfony\Component\Security\Core\Authentication\Token\Storage\UsageTrackingTokenStorage:41
Show trace 
[
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Symfony\Component\Security\Http\Firewall\ContextListener:171
Show trace 
[
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Flashes

Flashes

No flash messages were created.

Server Parameters

Server Parameters

Defined in .env

Key Value
APP_ENV 
"dev"
APP_SECRET 
"0a988e63f011514eaabfc650b599af4d"
CORS_ALLOW_ORIGIN 
"*"
DATABASE_URL 
"mysql://bbndb_rctuser:33F5W25z40or0f7@localhost:3306/rct_bbntimes"
GOOGLE_RECAPTCHA_SECRET_KEY 
"6LdV5fgpAAAAANxzTG8ZMfIjil1wu-1vrQvnUt-x"
GOOGLE_RECAPTCHA_SITE_KEY 
"6LdV5fgpAAAAAENKcn73MJAhQrbtQeqgyC4wDLMP"
MAILER_DSN 
"smtp://no-reply%40rct.dev.bbntimes.com:Bl6%26gLD48%26Of919@rct.dev.bbntimes.com:465"
MARIADB_PASSWORD 
"i!87pK&!85ezc8"

Defined as regular env variables

Key Value
APP_DEBUG 
"1"
BASE 
"/public"
CONTEXT_DOCUMENT_ROOT 
"/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com"
CONTEXT_PREFIX 
""
DOCUMENT_ROOT 
"/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com"
FCGI_ROLE 
"RESPONDER"
GATEWAY_INTERFACE 
"CGI/1.1"
HTTPS 
"on"
HTTP_ACCEPT 
"*/*"
HTTP_ACCEPT_ENCODING 
"gzip, br, zstd, deflate"
HTTP_CONNECTION 
"close"
HTTP_COOKIE 
"PHPSESSID=gd6u1g0js9vki1deh34cvb6o8t"
HTTP_HOST 
"rct.dev.bbntimes.com"
HTTP_USER_AGENT 
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"0"
PASSENGER_DOWNLOAD_NATIVE_SUPPORT_BINARY 
"0"
PATH 
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PHP_SELF 
"/public/index.php"
PP_CUSTOM_PHP_CGI_INDEX 
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PP_CUSTOM_PHP_INI 
"/var/www/vhosts/system/rct.dev.bbntimes.com/etc/php.ini"
QUERY_STRING 
""
REDIRECT_BASE 
"/public"
REDIRECT_HTTPS 
"on"
REDIRECT_PASSENGER_COMPILE_NATIVE_SUPPORT_BINARY 
"0"
REDIRECT_PASSENGER_DOWNLOAD_NATIVE_SUPPORT_BINARY 
"0"
REDIRECT_REDIRECT_HTTPS 
"on"
REDIRECT_REDIRECT_PASSENGER_COMPILE_NATIVE_SUPPORT_BINARY 
"0"
REDIRECT_REDIRECT_PASSENGER_DOWNLOAD_NATIVE_SUPPORT_BINARY 
"0"
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"https://rct.dev.bbntimes.com/science/how-artificial-intelligence-quantum-chemistry-can-create-new-varieties-of-proteins"
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"/science/how-artificial-intelligence-quantum-chemistry-can-create-new-varieties-of-proteins"
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"rct.dev.bbntimes.com"
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REDIRECT_SSL_TLS_SNI 
"rct.dev.bbntimes.com"
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"200"
REDIRECT_UNIQUE_ID 
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"/public/science/how-artificial-intelligence-quantum-chemistry-can-create-new-varieties-of-proteins"
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"55206"
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"GET"
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"https"
REQUEST_TIME 
1744868720
REQUEST_TIME_FLOAT 
1744868720.106
REQUEST_URI 
"/science/how-artificial-intelligence-quantum-chemistry-can-create-new-varieties-of-proteins"
SCRIPT_FILENAME 
"/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/public/index.php"
SCRIPT_NAME 
"/public/index.php"
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"https://rct.dev.bbntimes.com/science/how-artificial-intelligence-quantum-chemistry-can-create-new-varieties-of-proteins"
SCRIPT_URL 
"/science/how-artificial-intelligence-quantum-chemistry-can-create-new-varieties-of-proteins"
SERVER_ADDR 
"5.196.1.209"
SERVER_ADMIN 
"[no address given]"
SERVER_NAME 
"rct.dev.bbntimes.com"
SERVER_PORT 
"443"
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"HTTP/1.1"
SERVER_SIGNATURE 
"<address>Apache Server at rct.dev.bbntimes.com Port 443</address>\n"
SERVER_SOFTWARE 
"Apache"
SSL_TLS_SNI 
"rct.dev.bbntimes.com"
SYMFONY_DOTENV_VARS 
"APP_ENV,APP_SECRET,DATABASE_URL,MARIADB_PASSWORD,CORS_ALLOW_ORIGIN,MAILER_DSN,GOOGLE_RECAPTCHA_SECRET_KEY,GOOGLE_RECAPTCHA_SITE_KEY"
UNIQUE_ID 
"aACVcPxSd_L1yIYYHz0orgAAAQc"

Sub Requests 6

CookieController :: renderAnalysis (token = c4bde4)

Key Value
_controller 
"App\Controller\CookieController::renderAnalysis"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"4fc635"

AppController :: renderHeader (token = 615c2f)

Key Value
_controller 
"App\Controller\AppController::renderHeader"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"8a3da9"
slug 
"home"

ArticleController :: trendingArticle (token = e9ca99)

Key Value
_controller 
"App\Controller\ArticleController::trendingArticle"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"6fa8b4"
category 
"Science"

ArticleController :: relatedArticles (token = 994e21)

Key Value
_controller 
"App\Controller\ArticleController::relatedArticles"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"f5a874"
current_article 
App\Entity\Article {#1094
  -id: 9621
  -title: "Artificial Intelligence & Quantum Chemistry Are Revolutionizing Healthcare By Creating New Varieties of Proteins"
  -slug: "how-artificial-intelligence-quantum-chemistry-can-create-new-varieties-of-proteins"
  -introtext: "<p>The combination of<a href="science/can-ai-replace-doctors-discover-5-artificial-intelligence-applications-in-healthcare" target="_blank" rel="noopener">&nbsp;artificial intelligence (AI)</a>&nbsp;and quantum chemistry&nbsp;is helping scientists to translate proteins into music and back.</p>\r\n"
  -content: """
    \r\n
    <p>By turning proteins into music, researchers are able to create new variations of proteins.&nbsp;Quantum chemistry is a branch of chemistry focused on the application of quantum mechanics to chemical systems.&nbsp;</p>\r\n
    <h2>Artificial Intelligence in the Healthcare Sector</h2>\r\n
    <p><img src="/images/_process.jpeg" alt="_process.jpeg" width="900" height="506" /></p>\r\n
    <p><em>Source: Allianz Global Investors<br /><br /></em></p>\r\n
    <p>The use of <a href="science/the-need-of-a-real-world-artificial-intelligence-in-the-pandemic-era" target="_blank" rel="noopener">AI in healthcare </a>has been adopted long back in numerous application areas, and&nbsp;<a href="https://www.allerin.com/blog/4-ways-ai-is-transforming-the-healthcare-industry" target="_blank" rel="nofollow noopener">i</a>t is transforming the industry&nbsp;in many different ways. But what scientists are doing now, with the help of AI to disrupt the world of&nbsp;quantum chemistry&nbsp;is fascinating. A team of researchers has created an AI-enabled system that can translate the molecular structure of proteins into music. Proteins are vital components of the body that majorly contribute to the physical and mental growth of all living organisms. The marriage of technology and art can give birth to an entirely new range of proteins. By altering the protein musical sound, and translating it back to proteins, researchers can create some new protein structures that we never knew before. These new proteins can build and repair body tissues at a much quicker pace than the already known proteins. With the use of new proteins in pharmacy, medicines can be made that can help in faster recovery of patients.</p>\r\n
    <h2>How Artificial Intelligence in Healthcare Can Create New Varieties of Proteins</h2>\r\n
    <p>The shape of a protein determines the function it performs. And, understanding the way proteins fold themselves to form different shapes is exceedingly complicated. Proteins have their own patterns to undergo changes, and humans cannot understand those patterns. The idea behind the conversion of the protein patterns to music is to help humans understand them as they are better attuned to interpreting music. Converting proteins to music allows the encoding of different aspects of information in different attributes of sound like pitch, volume, and duration of molecular changes. The <a href="technology/understanding-the-potential-of-ai-enabled-erp-systems" target="_blank" rel="noopener">AI-enabled systems </a>use the encoded information about the physical properties of&nbsp;amino acid molecules&nbsp;to determine sounds. The sounds are then transposed to bring them within the audible range. Although the sounds are transposed, the relative tones of proteins are based on the actual frequencies of each amino acid, computed using quantum chemistry theories.</p>\r\n
    <div class="slate-resizable-image-embed slate-image-embed__resize-full-width"><img src="/images/Role_of_AI_in_Quantum_Chemistry.png" alt="Role_of_AI_in_Quantum_Chemistry.png" width="908" height="510" /></div>\r\n
    <p><em>Source:&nbsp;Allerin Tech</em><br /><br /><br />With the help of <a href="technology/the-latest-trends-in-artificial-intelligence-ai-and-machine-learning-ml" target="_blank" rel="noopener">AI systems</a>, researchers can then introduce changes into the musical sequence to create either variation of existing proteins or an entirely new class of proteins. Thus, by translating the new musical sequences back to proteins, scientists can create new strains of proteins, unlike any produced by natural evolution. Also, scientists can train AI systems to self-learn from a set of data about a class of proteins. AI systems can then auto-generate the new design of proteins all by themselves.</p>\r\n
    <p>The process might sound simple, but it is not as simple as humming a new protein into existence. However, the use of AI in healthcare is making the process a lot more uncomplicated. Although the concept of translating proteins to create another set of proteins is just the beginning of a long journey, it already seems to have broad implications for the healthcare industry. And, it won’t be long before researchers create a new variant of proteins within seconds, with the help of AI systems.</p>
    """
  -user: Proxies\__CG__\App\Entity\User {#1092 …}
  -createdAt: DateTime @1632607944 {#1145
    date: 2021-09-25 22:12:24.0 UTC (+00:00)
  }
  -updatedAt: DateTime @1632608127 {#1150
    date: 2021-09-25 22:15:27.0 UTC (+00:00)
  }
  -deletedAt: null
  -category: App\Entity\Category {#445 …}
  -status: "published"
  -imageCard: Proxies\__CG__\App\Entity\File {#1184 …}
  -ImageHeader: Proxies\__CG__\App\Entity\File {#1184 …}
  -featured: false
  -mainView: false
  -clicks: 4705
  -comments: Doctrine\ORM\PersistentCollection {#1125 …}
  -reviewed_at: DateTime @1632607944 {#1148
    date: 2021-09-25 22:12:24.0 UTC (+00:00)
  }
  -metakey: "How Artificial Intelligence & Quantum Chemistry Can Create New Varieties of Proteins"
  -metadesc: "The combination of\u{A0}artificial intelligence (AI)\u{A0}and quantum chemistry\u{A0}is helping scientists to translate proteins into music and back."
  -robots: null
  -publishedAt: DateTime @1632607944 {#1147
    date: 2021-09-25 22:12:24.0 UTC (+00:00)
  }
  -canonical: null
  -superTag: null
}

AppController :: renderFooter (token = e26e04)

Key Value
_controller 
"App\Controller\AppController::renderFooter"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"3ef67f"

CookieController :: renderCookie (token = 0983c3)

Key Value
_controller 
"App\Controller\CookieController::renderCookie"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"7b9771"